diff --git a/PlotPseudosection.mlapp b/PlotPseudosection.mlapp
index d476bff5..a1452544 100755
Binary files a/PlotPseudosection.mlapp and b/PlotPseudosection.mlapp differ
diff --git a/Project.toml b/Project.toml
index 7bcd5a9f..2575c439 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,15 +1,16 @@
 name = "MAGEMin_C"
 uuid = "e5d170eb-415a-4524-987b-12f1bce1ddab"
 authors = ["Boris Kaus <kaus@uni-mainz.de> & Nicolas Riel <riel@uni-mainz.de>"]
-version = "1.2.8"
+version = "1.3.3"
 
 [deps]
 CEnum = "fa961155-64e5-5f13-b03f-caf6b980ea82"
 MAGEMin_jll = "763ebaa8-b0d2-5f6b-90ef-4fc23b5db1c4"
+ProgressMeter = "92933f4c-e287-5a05-a399-4b506db050ca"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [compat]
 CEnum = "0.4"
+MAGEMin_jll = "1.3.1"
+ProgressMeter = "1"
 julia = "1.6"
-
-
diff --git a/doc_raw/ckbk.rst b/doc_raw/ckbk.rst
index c340f9d2..3da684ae 100755
--- a/doc_raw/ckbk.rst
+++ b/doc_raw/ckbk.rst
@@ -37,3 +37,11 @@ Pseudosection generator
    :maxdepth: 2
    
    ckbk/gui
+
+Predefined bulk-rocks
+=====================
+
+.. toctree::
+   :maxdepth: 2
+   
+   ckbk/predef
diff --git a/doc_raw/ckbk/predef.rst b/doc_raw/ckbk/predef.rst
new file mode 100644
index 00000000..4359c7e2
--- /dev/null
+++ b/doc_raw/ckbk/predef.rst
@@ -0,0 +1,9 @@
+.. MAGEMin documentation
+
+List of pre-defined bulk-rock composition
+=========================================
+
+.. csv-table:: Table Title
+   :file: /figs/predefined_bulks.csv
+   :widths: 10, 50, 10, 20, 20, 20
+   :header-rows: 1
\ No newline at end of file
diff --git a/doc_raw/figs/predefined_bulks.csv b/doc_raw/figs/predefined_bulks.csv
new file mode 100644
index 00000000..6f3f61fa
--- /dev/null
+++ b/doc_raw/figs/predefined_bulks.csv
@@ -0,0 +1,30 @@
+title,comments,test,oxide,frac,db
+"FPWorldMedian pelite
+ Water oversaturated","Forshaw, J. B., & Pattison, D. R. (2023)",0,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O","70.999, 12.805, 0.771, 3.978, 6.342, 2.7895, 1.481, 0.758, 0.72933, 0.075, 30.0",mp
+"FPWorldMedian pelite 
+ Water undersaturated","Forshaw, J. B., & Pattison, D. R. (2023)",1,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O","70.999, 12.805, 0.771, 3.978, 6.342, 2.7895, 1.481, 0.758, 0.72933, 0.075, 5.0",mp
+"Pelite
+ Water oversaturated","White et al., 2014, Fig 8",2,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O","64.578, 13.651, 1.586, 5.529, 8.025, 2.943, 2.0, 0.907, 0.65, 0.175, 40.0",mp
+"Pelite 
+ Water
+ undersaturated","White et al., 2014, Fig 8",3,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O","64.578, 13.651, 1.586, 5.529, 8.025, 2.943, 2.0, 0.907, 0.65, 0.175, 6.244",mp
+"Garnet-migmatite
+ AV0832a","Riel et al., 2013",4,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O","73.988, 8.6143, 2.0146, 2.7401, 3.8451, 1.7686, 2.482, 0.6393, 0.11, 0.063, 10.0",mp
+"SM89
+ MORB composition","Sun & McDonough, 1989",0,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, H2O","52.47, 9.1, 12.21, 12.71, 8.15, 0.23, 2.61, 1.05, 1.47, 20.0",mb
+"Natural amphibolite
+ LT  Granulite",unpublished,1,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, H2O","51.08, 9.68, 13.26, 11.21, 11.66, 0.16, 0.79, 1.37, 0.8, 20.0",mb
+"SQA
+ Synthetic amphibolite","Patino Douce & Beard, 1995",2,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, H2O","60.05, 6.62, 8.31, 9.93, 6.57, 0.44, 1.83, 1.27, 0.33, 4.64",mb
+BL478: Sample 478,"Beard & Lofgren, 1991",3,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, H2O","53.96, 9.26, 10.15, 8.11, 10.14, 0.11, 2.54, 1.35, 0.98, 3.42",mb
+"KLB1 Peridotite 
+ Anhydrous","Holland et al., 2018",0,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O","38.494, 1.776, 2.824, 50.566, 5.886, 0.01, 0.25, 0.1, 0.096, 0.109, 0.0",ig
+"RE46 
+ Icelandic basalt","Yang et al., 1996",1,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O","50.72, 9.16, 15.21, 16.25, 7.06, 0.01, 1.47, 0.39, 0.35, 0.01, 0.0",ig
+N_MORB - Basalt,"Gale et al., 2013",2,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O","53.21, 9.41, 12.21, 12.21, 8.65, 0.09, 2.9, 1.21, 0.69, 0.02, 0.0",ig
+MIX1-G - Pyroxenite,"Hirschmann et al., 2003",3,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O","45.25, 8.89, 12.22, 24.68, 6.45, 0.03, 1.39, 0.67, 0.11, 0.02, 0.0",ig
+High-Al basalt,"Baker, 1983",4,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O","54.4, 12.96, 11.31, 7.68, 8.63, 0.54, 3.93, 0.79, 0.41, 0.01, 0.0",ig
+Tonalite 101,"Piwinskii, 1968",5,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O","66.01, 11.98, 7.06, 4.16, 5.3, 1.57, 4.12, 0.66, 0.97, 0.01, 50.0",ig
+Wet Basalt,unpublished,6,"SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O","50.081, 8.6901, 11.6698, 12.1438, 7.7832, 0.215, 2.4978, 1.0059, 0.467, 0.01, 5.4364",ig
+Serpentine oxidized,"Evans & Forst, 2021",0,"SiO2, Al2O3, MgO, FeOt, O, H2O, S","20.044, 0.6256, 29.24, 3.149, 0.7324, 46.755, 0.3",um
+Serpentine reduced,"Evans & Forst, 2021",1,"SiO2, Al2O3, MgO, FeOt, O, H2O, S","20.044, 0.6256, 29.24, 3.149, 0.1324, 46.755, 0.3",um
diff --git a/doc_raw/index.rst b/doc_raw/index.rst
index 52f15824..e98bbac8 100755
--- a/doc_raw/index.rst
+++ b/doc_raw/index.rst
@@ -10,7 +10,7 @@
 
 |
 
-**MAGEMin v1.3.2**
+**MAGEMin v1.3.3**
 ==================
                                           
 MAGEMin (Mineral Assemblage Gibbs Energy Minimization) is a parallel C library callable from any petrological/geodynamic tool. For a given set of pressure, temperature and bulk-rock composition MAGEMin uses a combination of linear programming, extended Partitioning Gibbs free Energy and gradient-based local minimization to compute the most stable mineral assemblage     
diff --git a/doc_raw/julia/Run.rst b/doc_raw/julia/Run.rst
index e0ce3751..2de4b236 100755
--- a/doc_raw/julia/Run.rst
+++ b/doc_raw/julia/Run.rst
@@ -1,7 +1,7 @@
 .. MAGEMin documentation
 
 
-Single point calculation Tutorial
+Serial point calculation Tutorial
 =================================
 
 First open a terminal and execute Julia, then type :literal:`using MAGEMin_C` to load the package.
@@ -12,22 +12,22 @@ Initialize database
 *******************
 .. code-block:: shell
 
-   db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-   gv, z_b, DB, splx_data      = init_MAGEMin(db);
+   # Initialize database  - new way
+   db          =   "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b); um, ultramafic (Evans & Frost 2021)
+   data        =   Initialize_MAGEMin(db, verbose=true);
 
 This initiatizes the global variables and the Database.
 
+|
+
 Set P-T-(pressure temperature)
 **********************************************************
 .. code-block:: shell
 
-   P           = 8.
-   T           = 800.
-   sys_in      = "mol"     # wt or mol, default is mol
-   test        = 0;
-   gv          = use_predefined_bulk_rock(gv, test, db)
+   P           =   8.0
+   T           =   800.0
 
-:literal:`get_bulk_rock` retrieves the saved bulk-rock composition 0, which corresponds to KLB-1 peridotite. 
+:literal:`use_predefined_bulk_rock` retrieves the saved bulk-rock composition 0 from database ig, which corresponds to KLB-1 peridotite. 
 
 |
 
@@ -41,15 +41,36 @@ Use a pre-defined bulk-rock "test" composition
    test        = 0;
    gv          = use_predefined_bulk_rock(gv, test, db)
 
+or a custom bulk-rock composition:
+
+.. code-block:: shell
+
+    Xoxides = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
+    X       = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+    sys_in  = "wt"    
+
+Note that the system unit :literal:`[mol,wt]` has to be provided here.
+
+where :literal:`Xoxides` is a :literal:`Vector(String)` containing the oxide names and :literal:`X` is a :literal:`Vector(Float)` of the :literal:`[mol,wt]` fraction of the bulk-rock composition.
+The function converts
+
+ :literal:`SiO2`, ..., :literal:`FeO` and :literal:`Fe2O3` in system unit :literal:`[mol,wt]`
+ 
+to:
+ 
+ :literal:`SiO2`, ..., :literal:`FeOt` and :literal:`O` in system unit :literal:`[mol]`.
+
+Note that if the provided bulk-rock composition includes more oxides than supported, they will be ignored and the composition will be renormalized accordingly. Moreover, if both :literal:`Fe2O3` and :literal:`O` are provided, :literal:`O` will be recalculated as function of :literal:`Fe2O3`. Thus, if you want to prescribe a different :literal:`O` content, do not define :literal:`Fe2O3`!
+
 |
 
-Set the level of verbose :literal:`[-1,0,1]`
-********************************************
+Set the level of verbose :literal:`[false,true,1]`
+**************************************************
 .. code-block:: shell   
 
-   gv.verbose  = -1    # switch off any verbose
+   gv.verbose  = false    # switch off any verbose
 
-:literal:`-1`, none; :literal:`0`, stable phase assemblage; :literal:`1`, full verbose. By default :literal:`gv.verbose` = 0.
+:literal:`false`, none; :literal:`true`, stable phase assemblage; :literal:`1`, full verbose. By default :literal:`gv.verbose` = true.
 
 |
 
@@ -57,8 +78,15 @@ Call optimization routine for given P-T-X
 *****************************************
 .. code-block:: shell   
 
-   gv.verbose  = -1    # switch off any verbose
-   out         = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in)
+   out     =   single_point_minimization(P, T, data, test=0);
+
+if a predefined test is used (see :doc:`/ckbk/predef`) or:
+
+.. code-block:: shell   
+
+   out     = single_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
+
+if a custom bulk-rock composition is provided.
 
 |
 
@@ -104,48 +132,45 @@ The full description of what contains the output structure is given in the CookB
 
 |
 
-Provide custom bulk rock composition
-====================================
-
+Examples of serial point calculation
+************************************
 
-To define and use your own bulk rock composition we provide a routine that converts bulk-rock composition into the right MAGEMin format.
-
-* For the igneous database:
 
 .. code-block:: shell
 
-   bulk_in_ox = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"]
-   bulk_in    = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0]
-   sys_in     = "wt"
-   db         = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-
-   gv         = define_bulk_rock(gv, bulk_in, bulk_in_ox, sys_in, db);
-
-* For the metapelite database
+   #load MAGEMin
+   using MAGEMin_C 
 
-.. code-block:: shell
+   data    = Initialize_MAGEMin("ig", verbose=false);
 
-   bulk_in_ox = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "MnO"; "H2O"]
-   bulk_in    = [69.64; 13.76; 1.77; 1.73; 4.32; 0.4; 2.61; 2.41; 0.80; 0.07; 10.0]
-   sys_in     = "wt"
-   db         = "mp"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
+   # One bulk rock for all points
+   P,T     = 10.0, 1100.0
+   Xoxides = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
+   X       = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+   sys_in  = "wt"    
+   out     = single_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
+   Finalize_MAGEMin(data)
 
-   gv         = define_bulk_rock(gv, bulk_in, bulk_in_ox, sys_in, db);
 
+for the metapelite database:
 
+.. code-block:: shell
 
-where :literal:`bulk_in_ox` is a :literal:`Vector(String)` containing the oxide names and :literal:`bulk_in` is a :literal:`Vector(Float)` of the :literal:`[mol,wt]` fraction of the bulk-rock composition.
-The function converts
+   #load MAGEMin
+   using MAGEMin_C 
 
- :literal:`SiO2`, ..., :literal:`FeO` and :literal:`Fe2O3` in system unit :literal:`[mol,wt]`
- 
-to:
- 
- :literal:`SiO2`, ..., :literal:`FeOt` and :literal:`O` in system unit :literal:`[mol]`.
+   #initialize
+   data    = Initialize_MAGEMin("mp", verbose=false);
 
-Note that if the provided bulk-rock composition includes more oxides than supported, they will be ignored and the composition will be renormalized accordingly. Moreover, if both :literal:`Fe2O3` and :literal:`O` are provided, :literal:`O` will be recalculated as function of :literal:`Fe2O3`. Thus, if you want to prescribe a different :literal:`O` content, do not define :literal:`Fe2O3`!
+   # provide bulk-rock composition
+   P,T      = 2.0, 650.0
+   Xoxides  = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "MnO"; "H2O"]
+   X        = [69.64; 13.76; 1.77; 1.73; 4.32; 0.4; 2.61; 2.41; 0.80; 0.07; 10.0]
+   sys_in   = "wt"    
+   out      = single_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
+   Finalize_MAGEMin(data)
 
-A full Julia script demonstrating how to use this function is provided below:
+for the ultramafic database:
 
 .. code-block:: shell
 
@@ -153,33 +178,38 @@ A full Julia script demonstrating how to use this function is provided below:
    using MAGEMin_C 
 
    #initialize
-   db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-   gv, z_b, DB, splx_data      = init_MAGEMin(db);     
+   data    = Initialize_MAGEMin("um", verbose=false);
 
    # provide bulk-rock composition
-   bulk_in_ox = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
-   bulk_in    = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
-   sys_in     = "wt"
+   P,T      = 2.0, 650.0
+   out      = single_point_minimization(P, T, data, test=0)
+   Finalize_MAGEMin(data)
 
-   # convert bulk rock
-   gv         = define_bulk_rock(gv, bulk_in, bulk_in_ox, sys_in, db);
 
-   # provide pressure and temperature conditions
-   P,T        = 10.0, 1100.0;
 
-   # switch off any verbose
-   gv.verbose = -1    
+Parallel point calculation Tutorial
+===================================
 
-   # perform minimization    
-   out        = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in)
+To compute a list of single point calculation in parallel your can use the native Julia multi-threading. To activate multi-threading simply launch the Julia terminal as:
 
-   # print output
-   print_info(out)
+.. code-block:: shell
 
-   # free memory
-   finalize_MAGEMin(gv,DB)
+   julia -t 4
 
-of for the metapelite database:
+or 
+
+.. code-block:: shell
+
+   julia --threads 4
+
+where the number of threads depends on your system, generally twice the number of cores. 
+
+|
+
+Examples of serial point calculation
+************************************
+
+To run :literal:`n` points, using database :literal:`ig` and :literal:`test 0` (see :doc:`/ckbk/predef`):
 
 .. code-block:: shell
 
@@ -187,28 +217,35 @@ of for the metapelite database:
    using MAGEMin_C 
 
    #initialize
-   db          = "mp"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-   gv, z_b, DB, splx_data      = init_MAGEMin(db);     
+   data    =   Initialize_MAGEMin("ig", verbose=false);
+   n       =   100;
+   P       =   fill(8.0,n)
+   T       =   fill(800.0,n)
+   out     =   multi_point_minimization(P, T, data, test=1);
+   Finalize_MAGEMin(data)
 
-   # provide bulk-rock composition
-   bulk_in_ox = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "MnO"; "H2O"]
-   bulk_in    = [69.64; 13.76; 1.77; 1.73; 4.32; 0.4; 2.61; 2.41; 0.80; 0.07; 10.0]
-   sys_in     = "wt"
+Here the results are stored in :literal:`out` as :literal:`out[1:end]`. Various bulk-rock compositions can be prescribed as:
 
-   # convert bulk rock
-   gv         = define_bulk_rock(gv, bulk_in, bulk_in_ox, sys_in, db);
+.. code-block:: shell
 
-   # provide pressure and temperature conditions
-   P,T        = 4.0, 800.0;
+   #load MAGEMin
+   using MAGEMin_C 
 
-   # switch off any verbose
-   gv.verbose = -1    
+   #initialize
+   data    = Initialize_MAGEMin("ig", verbose=false);
 
-   # perform minimization    
-   out        = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in)
+   #set P-T-X conditions
+   P       = [10.0, 10.0];
+   T       = [1100.0, 1100.0];
+   Xoxides = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
+   X1      = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+   X2      = [49.43; 14.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+   X       = [X1,X2];
+   sys_in  = "wt"    
+   out     = multi_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
 
-   # print output
-   print_info(out)
 
-   # free memory
-   finalize_MAGEMin(gv,DB)
+Other examples
+==============
+
+Several additional tests are provided in :literal:`./test/runtests.jl`.
diff --git a/docs/_images/math/05b5ca00acd3a38a5c091c0d12594b114be96d0c.svg b/docs/_images/math/05b5ca00acd3a38a5c091c0d12594b114be96d0c.svg
index 7d1a2143..940c23fe 100644
--- a/docs/_images/math/05b5ca00acd3a38a5c091c0d12594b114be96d0c.svg
+++ b/docs/_images/math/05b5ca00acd3a38a5c091c0d12594b114be96d0c.svg
@@ -3,17 +3,17 @@
 <svg height='42.4398pt' version='1.1' viewBox='180.117 80.0996 106.017 42.4398' width='106.017pt' xmlns='http://www.w3.org/2000/svg' xmlns:xlink='http://www.w3.org/1999/xlink'>
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diff --git a/docs/_modules/MAGEMin.c.html b/docs/_modules/MAGEMin.c.html
index b92bb10b..c16b478b 100644
--- a/docs/_modules/MAGEMin.c.html
+++ b/docs/_modules/MAGEMin.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -420,12 +429,6 @@ <h1>Source code for MAGEMin.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">2</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="n">gv</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">get_bulk_igneous</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="w"> </span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">gv</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">get_bulk_igneous</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="w"> </span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">gv</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">get_bulk_igneous_alk</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="w"> </span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="n">gv</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">get_bulk_ultramafic</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="w"> </span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
@@ -930,14 +933,6 @@ <h1>Source code for MAGEMin.c</h1><div class="highlight"><pre>
 <span class="w">		</span><span class="n">SS_ig_objective_init_function</span><span class="p">(</span><span class="w">			</span><span class="n">SS_objective</span><span class="p">,</span><span class="w"></span>
 <span class="w">												</span><span class="n">gv</span><span class="w">							</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="p">){</span><span class="w">			</span><span class="c1">// igneousd database //</span>
-<span class="w">		</span><span class="n">SS_igd_objective_init_function</span><span class="p">(</span><span class="w">			</span><span class="n">SS_objective</span><span class="p">,</span><span class="w"></span>
-<span class="w">												</span><span class="n">gv</span><span class="w">							</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w">			</span><span class="c1">// igneous alk database //</span>
-<span class="w">		</span><span class="n">SS_alk_objective_init_function</span><span class="p">(</span><span class="w">			</span><span class="n">SS_objective</span><span class="p">,</span><span class="w"></span>
-<span class="w">												</span><span class="n">gv</span><span class="w">							</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="p">){</span><span class="w">			</span><span class="c1">// ultramafic database //</span>
 <span class="w">		</span><span class="n">SS_um_objective_init_function</span><span class="p">(</span><span class="w">			</span><span class="n">SS_objective</span><span class="p">,</span><span class="w"></span>
 <span class="w">												</span><span class="n">gv</span><span class="w">							</span><span class="p">);</span><span class="w"></span>
@@ -1257,12 +1252,6 @@ <h1>Source code for MAGEMin.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">db</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ig&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">db</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;igd&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">db</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;alk&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">db</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;um&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
diff --git a/docs/_modules/NLopt_opt_function.c.html b/docs/_modules/NLopt_opt_function.c.html
index 129845e8..54684030 100644
--- a/docs/_modules/NLopt_opt_function.c.html
+++ b/docs/_modules/NLopt_opt_function.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -269,1851 +278,1221 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 
 <div class="viewcode-block" id="c.eps_sf"><span class="cp">#define eps_sf -1e-10				      </span><span class="c1">// eps to shift site fraction from zero</span></div>
 
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/********************IGNEOUS ALKALINE DATABASE (Weller et al., 2023)*******************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
 
-<div class="viewcode-block" id="c.liq_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.liq_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for liq</span>
+<div class="viewcode-block" id="c.liq_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.liq_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for liq_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">liq_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">liq_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]));</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">113</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">114</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">117</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">118</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">119</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">120</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">121</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">122</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">123</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">124</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">126</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">136</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">139</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">140</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">141</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">142</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">143</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">144</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">145</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">153</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">154</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">155</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">156</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">157</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">158</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">159</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">160</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">161</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">162</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">163</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">164</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">165</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">166</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">181</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">182</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">183</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">184</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">185</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">186</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">187</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">188</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">189</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">190</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">191</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">192</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">193</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">194</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">195</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">196</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">197</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">198</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">199</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">200</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">201</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">202</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">203</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">204</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">205</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">206</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">207</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">208</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">209</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">210</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">211</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">212</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">213</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">214</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">215</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">216</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">217</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">218</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">219</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">220</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">221</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">222</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">223</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">224</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">225</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">226</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">227</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">228</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">229</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">230</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">231</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">232</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">233</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">234</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">235</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">236</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">237</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">238</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">239</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">240</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">241</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">242</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">243</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">244</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">245</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">246</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">247</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">248</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">249</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">250</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">251</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">252</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">253</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">254</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">255</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">256</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">257</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">258</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">259</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">260</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">261</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">262</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">263</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">264</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">265</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">266</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">267</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">268</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">269</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">270</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">271</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">272</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">273</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">274</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">275</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">276</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">277</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">278</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">279</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">280</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">281</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">282</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">283</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">284</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">285</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">286</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">287</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">288</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">289</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">290</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">291</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">292</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">293</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.fl_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.fl_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for fl</span>
+<div class="viewcode-block" id="c.st_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.st_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for st_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">fl_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">st_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.33333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.33333333333333</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.fsp_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.fsp_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for fsp</span>
+<div class="viewcode-block" id="c.sp_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.sp_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for sp_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">fsp_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="p">);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">sp_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.250</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.250</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.spn_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.spn_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for spn</span>
+<div class="viewcode-block" id="c.sa_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.sa_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for sa_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">spn_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.833333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">sa_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.833333333333333</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.g_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.g_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for g</span>
+<div class="viewcode-block" id="c.pl4tr_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.pl4tr_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for pl4tr_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">g_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">pl4tr_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+
+<div class="viewcode-block" id="c.opx_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.opx_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for opx_mp</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">opx_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.ol_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ol_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ol</span>
+<div class="viewcode-block" id="c.mu_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.mu_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for mu_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ol_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">mu_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.opx_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.opx_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">opx_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.cpx_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.cpx_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for cpx</span>
+<div class="viewcode-block" id="c.mt_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.mt_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for mt_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">cpx_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">mt_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+
+<div class="viewcode-block" id="c.ma_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ma_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for ma_mp</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">ma_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">113</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">114</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.ilm_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ilm_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ilm</span>
+<div class="viewcode-block" id="c.ilm_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ilm_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for ilm_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ilm_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">ilm_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.ness_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ness_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ness</span>
+<div class="viewcode-block" id="c.g_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.g_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for g_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ness_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">g_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.250</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.250</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.750</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.750</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.250</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.750</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.250</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.750</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.lct_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.lct_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for lct</span>
+<div class="viewcode-block" id="c.ep_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ep_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for ep_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">lct_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">ep_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.kals_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.kals_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for kals</span>
+<div class="viewcode-block" id="c.ctd_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ctd_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for ctd_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">kals_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">ctd_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
+<span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.mel_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.mel_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for mel</span>
+<div class="viewcode-block" id="c.chl_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.chl_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for chl_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">mel_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">chl_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.hb_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.hb_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for hb</span>
+<div class="viewcode-block" id="c.cd_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.cd_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for cd_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">hb_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">cd_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+
+<div class="viewcode-block" id="c.bi_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.bi_mp_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for bi_mp</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">bi_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">113</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">114</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">117</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">118</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">119</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">120</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">121</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">122</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">123</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">124</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">125</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">126</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">127</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">128</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">129</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">130</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">131</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">132</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">133</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">134</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">135</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">136</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">137</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">138</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">139</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">140</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">141</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">142</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">143</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.250</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">144</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">145</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">146</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">147</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">148</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">149</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">150</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">151</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">152</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">153</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.250</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">154</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">155</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">156</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">157</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">158</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">159</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">160</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">161</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">162</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">163</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">164</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">165</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">166</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">167</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">168</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">169</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">170</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">171</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">172</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">173</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">174</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">175</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">176</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">177</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">178</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">179</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.bi_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.bi_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">bi_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.ep_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ep_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ep_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.cd_alk_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.cd_alk_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for cd</span>
+<div class="viewcode-block" id="c.fper_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.fper_ig_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for fper_S11</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">cd_alk_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">fper_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.liq_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.liq_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for liq</span>
+<div class="viewcode-block" id="c.cpx_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.cpx_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for clinopyroxene</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">liq_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">cpx_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">113</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">114</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">117</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">118</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">119</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">120</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">121</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">122</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">123</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">124</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">125</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">126</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">127</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">128</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">129</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">130</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">131</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">132</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">133</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">134</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">135</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">136</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">137</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">138</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">139</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">140</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">141</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">142</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">143</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">144</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">145</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">146</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">147</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">148</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">149</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">150</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">151</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">152</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">153</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">154</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">155</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">156</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">157</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">158</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">159</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">160</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">161</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">162</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">163</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">164</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">165</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">166</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">167</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">168</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">169</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">170</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">171</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">172</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">173</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">174</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">175</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">176</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">177</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">178</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">179</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">180</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">181</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">182</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">183</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">184</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">185</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">186</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">187</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">188</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">189</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">190</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">191</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">192</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">193</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">194</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">195</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">196</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">197</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">198</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">199</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">200</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">201</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">202</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">203</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">204</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">205</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">206</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">207</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">208</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">209</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">210</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">211</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">212</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">213</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">214</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">215</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">216</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">217</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">218</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">219</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">220</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">221</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">222</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">223</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">224</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">225</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">226</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.33333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">227</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">228</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">229</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">230</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">231</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">232</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">233</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">234</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">235</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">236</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">237</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.33333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">238</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">239</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">240</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">241</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.33333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">242</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">243</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">244</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">245</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">246</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">247</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">248</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">249</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">250</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">251</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.33333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">252</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">253</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">254</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">255</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">256</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">257</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">258</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">259</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">260</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">261</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">262</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">263</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">264</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">265</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">266</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">267</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">268</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">269</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">270</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">271</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">272</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">273</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">274</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">275</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">276</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">277</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">278</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">279</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">280</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">281</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">282</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.33333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">283</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.33333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">284</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">285</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">286</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">287</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">288</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">289</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">290</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">291</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.66666666666667</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">292</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">293</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.33333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.33333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
+<span class="p">};</span><span class="w">  </span></div>
+
 
-<div class="viewcode-block" id="c.fl_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.fl_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for fl</span>
+<div class="viewcode-block" id="c.ep_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ep_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for epidote</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">fl_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">ep_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.fsp_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.fsp_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for fsp</span>
+
+<div class="viewcode-block" id="c.fl_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.fl_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for fluid</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">fsp_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="p">);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">fl_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.2500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.2500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.spn_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.spn_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">spn_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.833333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.833333333333333</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">113</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">114</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">117</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">118</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">119</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.g_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.g_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">g_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+
+<div class="viewcode-block" id="c.g_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.g_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for garnet</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">g_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
@@ -2151,96 +1530,66 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.ol_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ol_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ol_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.opx_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.opx_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for opx</span>
+<div class="viewcode-block" id="c.hb_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.hb_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for hornblende</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">opx_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">hb_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
@@ -2250,38 +1599,38 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
@@ -2289,134 +1638,14 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.cpx_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.cpx_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">cpx_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
@@ -2427,182 +1656,215 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">113</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">114</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.ilm_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ilm_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ilm_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">117</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">118</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">119</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">120</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">121</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">122</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">123</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">124</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">125</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">126</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">127</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">128</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">129</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">130</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">131</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">132</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">133</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">134</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">135</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">136</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">137</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">138</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">139</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">140</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">141</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">142</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">143</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.250</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">144</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">145</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">146</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">147</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">148</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">149</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">150</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">151</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">152</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">153</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.250</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">154</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">155</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">156</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">157</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">158</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">159</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">160</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">161</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">162</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">163</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">164</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">165</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">166</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">167</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">168</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">169</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+
+
+<div class="viewcode-block" id="c.ilm_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ilm_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for ilmenite</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">ilm_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.hb_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.hb_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for hb</span>
+
+<div class="viewcode-block" id="c.liq_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.liq_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for liquid (melt)</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">hb_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">liq_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]));</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
@@ -2612,8 +1874,8 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
@@ -2628,63 +1890,63 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">113</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">114</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">117</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">118</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">119</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">120</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">121</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">122</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">123</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">117</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">118</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">119</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">120</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">121</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">122</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">123</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">124</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">125</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">126</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">127</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">128</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">129</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">125</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">126</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">127</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">128</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">129</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">130</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">131</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">132</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">132</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">133</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">134</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">135</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">135</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">136</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">137</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">138</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">139</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">140</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">141</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">142</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">143</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.2500</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">141</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">142</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">143</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">144</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">145</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">146</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">147</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">146</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">147</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">148</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">149</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">150</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">151</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">152</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">153</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.2500</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">151</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">152</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">153</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">154</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">155</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">156</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">157</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">155</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">156</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">157</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">158</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">159</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">160</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
@@ -2692,10 +1954,10 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">162</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">163</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">164</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">165</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">166</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">167</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">168</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">165</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">166</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">167</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">168</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">169</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">170</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">171</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
@@ -2704,3977 +1966,847 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">174</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">175</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">176</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">177</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">177</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">178</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">179</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">180</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">181</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">182</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">183</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">184</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">185</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">186</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">187</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">188</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">189</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">190</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">191</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">192</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">193</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">194</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">195</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">196</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">197</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.bi_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.bi_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for bi</span>
+
+<div class="viewcode-block" id="c.ol_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ol_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for olivine</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">bi_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">ol_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+
+
+<div class="viewcode-block" id="c.opx_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.opx_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for orthopyroxene</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">opx_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.ep_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ep_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ep_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.cd_igd_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.cd_igd_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for cd</span>
+<div class="viewcode-block" id="c.pl4T_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.pl4T_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for felsdpar</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">cd_igd_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">pl4T_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.250</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.250</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
 
-<div class="viewcode-block" id="c.liq_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.liq_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for liq_mp</span>
+<div class="viewcode-block" id="c.spn_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.spn_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for spinel</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">liq_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">spn_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">6.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.st_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.st_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for st_mp</span>
+<div class="viewcode-block" id="c.bi_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.bi_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for biotite</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">st_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.33333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">bi_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.33333333333333</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.sp_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.sp_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for sp_mp</span>
+<div class="viewcode-block" id="c.cd_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.cd_ig_c">[docs]</a><span class="cm">/** </span>
+<span class="cm">  local minimization for cordierite</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">sp_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">cd_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.sa_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.sa_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for sa_mp</span>
+<span class="c1">//---------------------------------------------------------------------------</span>
+<span class="c1">//---------------------------------Evans&amp;Frost,2021--------------------------</span>
+<span class="c1">//---------------------------------------------------------------------------</span>
+
+
+<div class="viewcode-block" id="c.fluid_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.fluid_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for fluid</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">sa_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">fluid_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.pl4tr_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.pl4tr_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for pl4tr_mp</span>
+<div class="viewcode-block" id="c.ol_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ol_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for ol</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">pl4tr_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">ol_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.opx_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.opx_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for opx_mp</span>
+<div class="viewcode-block" id="c.br_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.br_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for br</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">opx_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">br_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.mu_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.mu_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for mu_mp</span>
+<div class="viewcode-block" id="c.ch_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ch_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for ch</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">mu_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">ch_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+
+<div class="viewcode-block" id="c.atg_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.atg_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for atg</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">atg_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.mt_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.mt_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for mt_mp</span>
+<div class="viewcode-block" id="c.g_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.g_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for g</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">mt_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">g_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.ma_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ma_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ma_mp</span>
+<div class="viewcode-block" id="c.ta_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ta_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for ta</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ma_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">ta_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.ilm_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ilm_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ilm_mp</span>
+<div class="viewcode-block" id="c.chl_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.chl_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for chl</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ilm_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">chl_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.g_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.g_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for g_mp</span>
+<div class="viewcode-block" id="c.anth_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.anth_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for anth</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">g_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">anth_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.ep_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ep_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ep_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ep_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.ctd_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ctd_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ctd_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ctd_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.chl_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.chl_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for chl_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">chl_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.cd_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.cd_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for cd_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">cd_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.bi_mp_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.bi_mp_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for bi_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">bi_mp_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.cpx_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.cpx_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for clinopyroxene</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">cpx_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">113</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">114</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w">  </span></div>
-
-
-<div class="viewcode-block" id="c.ep_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ep_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for epidote</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ep_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.fl_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.fl_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for fluid</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">fl_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">113</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">114</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">117</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">118</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">119</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.g_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.g_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for garnet</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">g_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.hb_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.hb_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for hornblende</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">hb_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">110</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">111</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">112</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">113</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">114</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">115</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">116</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">117</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">118</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">119</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">120</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">121</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">122</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">123</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">124</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">125</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">126</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">127</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">128</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">129</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">130</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">131</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">132</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">133</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">134</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">135</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">136</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">137</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">138</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">139</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">140</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">141</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">142</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">143</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.250</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">144</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">145</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">146</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">147</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">148</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">149</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">150</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">151</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">152</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">153</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.250</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">154</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">155</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">156</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">157</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">158</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">159</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">160</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">161</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">162</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">163</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">164</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">165</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">166</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">167</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">168</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">169</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.ilm_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ilm_ig_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ilm_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-
-<div class="viewcode-block" id="c.liq_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.liq_ig_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for liqHw</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">liq_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">*</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">));</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">105</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">106</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">107</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">108</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">109</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">145</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">168</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">169</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">171</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">172</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
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-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">175</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">176</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">177</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">178</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">179</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">180</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">181</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">182</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">183</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">184</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">185</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">186</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">187</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">188</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">189</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">190</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">191</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">192</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">193</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">194</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">195</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">196</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">197</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.mu_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.mu_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for muscovite</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">mu_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.ol_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ol_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for olivine</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ol_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.opx_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.opx_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for orthopyroxene</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">opx_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.pl4T_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.pl4T_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for felsdpar</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">pl4T_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.250</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.250</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.spn_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.spn_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for spinel</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">spn_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.833333333333333</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.833333333333333</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.bi_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.bi_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for biotite</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">bi_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.cd_ig_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.cd_ig_c">[docs]</a><span class="cm">/** </span>
-<span class="cm">  local minimization for cordierite</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">cd_ig_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-
-<span class="c1">//---------------------------------------------------------------------------</span>
-<span class="c1">//---------------------------------Evans&amp;Frost,2021--------------------------</span>
-<span class="c1">//---------------------------------------------------------------------------</span>
-
-
-<div class="viewcode-block" id="c.fluid_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.fluid_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for fluid</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">fluid_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.ol_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ol_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ol_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.br_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.br_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for br</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">br_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.ch_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ch_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ch</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ch_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.atg_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.atg_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for atg</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">atg_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.g_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.g_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">g_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.ta_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.ta_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for ta</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">ta_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.chl_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.chl_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for chl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">chl_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.anth_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.anth_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for anth</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">anth_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.spi_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.spi_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for spi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">spi_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.opx_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.opx_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">opx_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.po_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.po_um_c">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Inequality constraints for po</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">po_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.global_min_datas"><div class="viewcode-block" id="c.global_min_data"><span class="k">typedef</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">global_min_datas</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<div class="viewcode-block" id="c.global_min_datas.gv"><div class="viewcode-block" id="c.global_min_data.gv"><span class="w">	</span><span class="n">global_variable</span><span class="w"> 	 </span><span class="n">gv</span><span class="p">;</span><span class="w"> </span></div></div>
-<div class="viewcode-block" id="c.global_min_datas.z_b"><div class="viewcode-block" id="c.global_min_data.z_b"><span class="w">	</span><span class="n">bulk_info</span><span class="w"> 	       </span><span class="n">z_b</span><span class="p">;</span><span class="w"></span></div></div>
-<div class="viewcode-block" id="c.global_min_datas.SS_objective"><div class="viewcode-block" id="c.global_min_data.SS_objective"><span class="w">	</span><span class="n">obj_type</span><span class="w"> 			    </span><span class="o">*</span><span class="n">SS_objective</span><span class="p">;</span><span class="w"></span></div></div>
-<div class="viewcode-block" id="c.global_min_datas.SS_sf"><div class="viewcode-block" id="c.global_min_data.SS_sf"><span class="w">	</span><span class="n">sf_type</span><span class="w"> 			    </span><span class="o">*</span><span class="n">SS_sf</span><span class="p">;</span><span class="w"></span></div></div>
-<div class="viewcode-block" id="c.global_min_datas.PP_ref_db"><div class="viewcode-block" id="c.global_min_data.PP_ref_db"><span class="w">	</span><span class="n">PP_ref</span><span class="w"> 				    </span><span class="o">*</span><span class="n">PP_ref_db</span><span class="p">;</span><span class="w"></span></div></div>
-<div class="viewcode-block" id="c.global_min_datas.SS_ref_db"><div class="viewcode-block" id="c.global_min_data.SS_ref_db"><span class="w">	</span><span class="n">SS_ref</span><span class="w"> 				    </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span></div></div>
-<div class="viewcode-block" id="c.global_min_datas.cp"><div class="viewcode-block" id="c.global_min_data.cp"><span class="w">	</span><span class="n">csd_phase_set</span><span class="w">  		</span><span class="o">*</span><span class="n">cp</span><span class="p">;</span><span class="w"></span></div></div>
-<span class="w">	</span>
-<span class="p">}</span><span class="w"> </span><span class="n">global_min_data</span><span class="p">;</span><span class="w"></span></div></div>
-
-
-<div class="viewcode-block" id="c.NLopt_opt_alk_liq_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_liq_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_liq</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">liq_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_liq</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_fl_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_fl_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_fl</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">fl_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_fl</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_fsp_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_fsp_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_fsp</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">fsp_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_fsp</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_spn_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_spn_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_spn</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">spn_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_spn</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_g_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_g_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_g</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">g_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_g</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_ol_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_ol_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_ol</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">ol_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ol</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_opx_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_opx_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_opx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">opx_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_opx</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_cpx_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_cpx_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_cpx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">cpx_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_cpx</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_ilm_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_ilm_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_ilm</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">ilm_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ilm</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_ness_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_ness_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_ness</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">ness_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ness</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_lct_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_lct_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_lct</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">lct_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_lct</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_kals_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_kals_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_kals</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">kals_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_kals</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_mel_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_mel_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_mel</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">mel_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_mel</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_hb_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_hb_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_hb</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">hb_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_hb</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_bi_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_bi_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_bi</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">bi_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_bi</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_ep_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_ep_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_ep</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">ep_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ep</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_alk_cd_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_alk_cd_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_alk_cd</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">cd_alk_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_cd</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.NLopt_opt_igd_liq_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_liq_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_liq</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">liq_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_liq</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_fl_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_fl_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_fl</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">fl_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_fl</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_fsp_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_fsp_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_fsp</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">fsp_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_fsp</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_spn_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_spn_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_spn</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">spn_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_spn</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_g_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_g_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_g</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">g_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_g</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_ol_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_ol_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_ol</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">ol_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_ol</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_opx_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_opx_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_opx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">opx_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_opx</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_cpx_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_cpx_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_cpx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">cpx_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_cpx</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_ilm_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_ilm_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_ilm</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">ilm_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_ilm</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_hb_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_hb_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_hb</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">hb_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_hb</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_bi_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_bi_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_bi</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">bi_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_bi</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_ep_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_ep_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_ep</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">ep_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_ep</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.NLopt_opt_igd_cd_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_igd_cd_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_igd_cd</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">cd_igd_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_set_maxtime</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxgmTime</span><span class="p">);</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_cd</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
+
+<div class="viewcode-block" id="c.spi_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.spi_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for spi</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">spi_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">      </span><span class="c1">// do optimization</span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+
+<div class="viewcode-block" id="c.opx_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.opx_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for opx</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">opx_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.50</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+
+<div class="viewcode-block" id="c.po_um_c"><a class="viewcode-back" href="../src/NLopt_opt_function.html#c.po_um_c">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Inequality constraints for po</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">po_um_c</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">result</span><span class="p">,</span><span class="w"> </span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">data</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">result</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">eps_sf</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">grad</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">return</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
+<div class="viewcode-block" id="c.global_min_datas"><div class="viewcode-block" id="c.global_min_data"><span class="k">typedef</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">global_min_datas</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<div class="viewcode-block" id="c.global_min_datas.gv"><div class="viewcode-block" id="c.global_min_data.gv"><span class="w">	</span><span class="n">global_variable</span><span class="w"> 	 </span><span class="n">gv</span><span class="p">;</span><span class="w"> </span></div></div>
+<div class="viewcode-block" id="c.global_min_datas.z_b"><div class="viewcode-block" id="c.global_min_data.z_b"><span class="w">	</span><span class="n">bulk_info</span><span class="w"> 	       </span><span class="n">z_b</span><span class="p">;</span><span class="w"></span></div></div>
+<div class="viewcode-block" id="c.global_min_datas.SS_objective"><div class="viewcode-block" id="c.global_min_data.SS_objective"><span class="w">	</span><span class="n">obj_type</span><span class="w"> 			    </span><span class="o">*</span><span class="n">SS_objective</span><span class="p">;</span><span class="w"></span></div></div>
+<div class="viewcode-block" id="c.global_min_datas.SS_sf"><div class="viewcode-block" id="c.global_min_data.SS_sf"><span class="w">	</span><span class="n">sf_type</span><span class="w"> 			    </span><span class="o">*</span><span class="n">SS_sf</span><span class="p">;</span><span class="w"></span></div></div>
+<div class="viewcode-block" id="c.global_min_datas.PP_ref_db"><div class="viewcode-block" id="c.global_min_data.PP_ref_db"><span class="w">	</span><span class="n">PP_ref</span><span class="w"> 				    </span><span class="o">*</span><span class="n">PP_ref_db</span><span class="p">;</span><span class="w"></span></div></div>
+<div class="viewcode-block" id="c.global_min_datas.SS_ref_db"><div class="viewcode-block" id="c.global_min_data.SS_ref_db"><span class="w">	</span><span class="n">SS_ref</span><span class="w"> 				    </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span></div></div>
+<div class="viewcode-block" id="c.global_min_datas.cp"><div class="viewcode-block" id="c.global_min_data.cp"><span class="w">	</span><span class="n">csd_phase_set</span><span class="w">  		</span><span class="o">*</span><span class="n">cp</span><span class="p">;</span><span class="w"></span></div></div>
+<span class="w">	</span>
+<span class="p">}</span><span class="w"> </span><span class="n">global_min_data</span><span class="p">;</span><span class="w"></span></div></div>
+
+
 <div class="viewcode-block" id="c.NLopt_opt_mp_st_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_mp_st_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
@@ -7348,6 +3480,47 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
+<div class="viewcode-block" id="c.NLopt_opt_ig_fper_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_ig_fper_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
+<span class="w">    </span>
+<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_CCSAQ</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
+<span class="w">    </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_ig_fper</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">fper_ig_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
+<span class="w">       </span><span class="c1">// we are only interested in evaluating the objective function  </span>
+<span class="w">       </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_fper</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
+<span class="w">      </span><span class="c1">// do optimization</span>
+<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
+<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">       </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+
 <div class="viewcode-block" id="c.NLopt_opt_ig_bi_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_ig_bi_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
 
 <span class="w">   </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
@@ -7725,48 +3898,6 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">   </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.NLopt_opt_ig_mu_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_ig_mu_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-
-<span class="w">   </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">   </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"></span>
-<span class="w">   </span><span class="kt">unsigned</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">   </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">;</span><span class="w"> </span>
-
-<span class="w">   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">   </span><span class="p">}</span><span class="w"></span>
-<span class="w">   </span>
-<span class="w">   </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_create</span><span class="p">(</span><span class="n">NLOPT_LD_SLSQP</span><span class="p">,</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="p">));</span><span class="w"> </span>
-<span class="w">   </span><span class="n">nlopt_set_lower_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">lb</span><span class="p">);</span><span class="w"></span>
-<span class="w">   </span><span class="n">nlopt_set_upper_bounds</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ub</span><span class="p">);</span><span class="w"></span>
-<span class="w">   </span><span class="n">nlopt_set_min_objective</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">obj_ig_mu</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">   </span><span class="n">nlopt_add_inequality_mconstraint</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">mu_ig_c</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">tol_sf</span><span class="p">);</span><span class="w"></span>
-<span class="w">   </span><span class="n">nlopt_set_ftol_rel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">obj_tol</span><span class="p">);</span><span class="w"></span>
-<span class="w">   </span><span class="n">nlopt_set_maxeval</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="p">);</span><span class="w"></span>
-<span class="w">   </span>
-<span class="w">   </span><span class="kt">double</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">   </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">maxeval</span><span class="o">==</span><span class="mi">1</span><span class="p">){</span><span class="w">  </span>
-<span class="w">     </span><span class="c1">// we are only interested in evaluating the objective function  </span>
-<span class="w">     </span><span class="n">minf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_mu</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="nb">NULL</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"> </span>
-<span class="w">   </span><span class="p">}</span><span class="w"></span>
-<span class="w">   </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">     </span><span class="c1">// do optimization</span>
-<span class="w">     </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">status</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">nlopt_optimize</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">minf</span><span class="p">);</span><span class="w"></span>
-<span class="w">   </span><span class="p">}</span><span class="w"></span>
-<span class="w">   </span>
-<span class="w">   </span><span class="cm">/* Send back needed local solution parameters */</span><span class="w"></span>
-<span class="w">   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">xeos</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">   </span><span class="p">}</span><span class="w"></span>
-<span class="w"> </span>
-<span class="w">   </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">df</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">minf</span><span class="p">;</span><span class="w"></span>
-<span class="w">   </span><span class="n">nlopt_destroy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">opt</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">   </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
 <div class="viewcode-block" id="c.NLopt_opt_ig_ol_function"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">NLopt_opt_ig_ol_function</span><span class="p">(</span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
 <span class="w">   </span>
 <span class="w">   </span><span class="kt">int</span><span class="w">    </span><span class="n">n_em</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
@@ -8498,6 +4629,8 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">  </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">2</span><span class="p">){</span><span class="w">          </span><span class="c1">// igneous</span>
 <span class="w">    </span><span class="k">if</span><span class="w"> 		</span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
 <span class="w">      </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_ig_bi_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fper&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
+<span class="w">      </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_ig_fper_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">      </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_ig_cd_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
@@ -8514,8 +4647,6 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">      </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_ig_ilm_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
 <span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">      </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_ig_liq_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;mu&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">      </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_ig_mu_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w">	</span>
 <span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">      </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_ig_ol_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
@@ -8529,76 +4660,6 @@ <h1>Source code for NLopt_opt_function.c</h1><div class="highlight"><pre>
 <span class="w">      </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s index %d&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="n">index</span><span class="p">);</span><span class="w">	</span>
 <span class="w">      </span><span class="p">}</span><span class="w">	</span>
 <span class="w">  </span><span class="p">}</span><span class="w"></span>
-<span class="w">  </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_liq_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_fl_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_fsp_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_spn_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_g_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_ol_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_opx_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_cpx_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_ilm_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_hb_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_bi_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_ep_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_igd_cd_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">        </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s index %d&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="n">index</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">  </span><span class="p">}</span><span class="w"></span>
-<span class="w">  </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
-<span class="w">      </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_liq_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_fl_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_fsp_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_spn_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_g_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_ol_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_opx_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_cpx_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_ilm_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ness&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_ness_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;lct&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_lct_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;kals&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_kals_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;mel&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_mel_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_hb_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_bi_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_ep_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">          </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_alk_cd_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">          </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s index %d&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="n">index</span><span class="p">);</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="w">  </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="p">){</span><span class="w"></span>
 <span class="w">      </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">index</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fluid&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">NLopt_opt_um_fluid_function</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">);}</span><span class="w"></span>
diff --git a/docs/_modules/PGE_function.c.html b/docs/_modules/PGE_function.c.html
index 1db8f608..4c53341f 100644
--- a/docs/_modules/PGE_function.c.html
+++ b/docs/_modules/PGE_function.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -913,6 +922,7 @@ <h1>Source code for PGE_function.c</h1><div class="highlight"><pre>
 <span class="w">		</span><span class="c1">// Solution (with transpose!)</span>
 <span class="w">		</span><span class="kt">char</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="sc">&#39;T&#39;</span><span class="p">;</span><span class="w"></span>
 <span class="w">		</span><span class="n">dgetrs</span><span class="p">(</span><span class="w">						</span><span class="o">&amp;</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+
 <span class="w">									</span><span class="o">&amp;</span><span class="n">nEntry</span><span class="p">,</span><span class="w"> </span>
 <span class="w">									</span><span class="o">&amp;</span><span class="n">nrhs</span><span class="p">,</span><span class="w"> </span>
 <span class="w">									</span><span class="n">gv</span><span class="p">.</span><span class="n">A_PGE</span><span class="p">,</span><span class="w"></span>
diff --git a/docs/_modules/dump_function.c.html b/docs/_modules/dump_function.c.html
index 25288b47..9f2d87a8 100644
--- a/docs/_modules/dump_function.c.html
+++ b/docs/_modules/dump_function.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/_modules/gem_function.c.html b/docs/_modules/gem_function.c.html
index 03c53253..2fa0e314 100644
--- a/docs/_modules/gem_function.c.html
+++ b/docs/_modules/gem_function.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/_modules/gss_function.c.html b/docs/_modules/gss_function.c.html
index 1d04cfcf..c240d75f 100644
--- a/docs/_modules/gss_function.c.html
+++ b/docs/_modules/gss_function.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -311,4186 +320,14 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="n">em_data</span><span class="w"> </span><span class="n">data</span><span class="p">;</span><span class="w"> </span>
 <span class="w">	</span><span class="n">PP_ref</span><span class="w"> </span><span class="n">PP_db</span><span class="w">   		</span><span class="o">=</span><span class="w"> </span><span class="n">G_EM_function</span><span class="p">(</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">id</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">apo</span><span class="p">,</span><span class="w"> </span><span class="n">P</span><span class="p">,</span><span class="w"> </span><span class="n">T</span><span class="p">,</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="n">state</span><span class="p">);</span><span class="w"></span>
 <span class="w">   	</span><span class="n">data</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w">  	</span><span class="o">=</span><span class="w"> </span><span class="n">PP_db</span><span class="p">.</span><span class="n">phase_shearModulus</span><span class="p">;</span><span class="w"></span>
-<span class="w">   	</span><span class="n">data</span><span class="p">.</span><span class="n">gb</span><span class="w">  			</span><span class="o">=</span><span class="w"> </span><span class="n">PP_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">data</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">PP_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">data</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/*******************IGNEOUS ALKALINE DATABASE (Weller et al., 2023)********************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-
-<div class="viewcode-block" id="c.G_SS_alk_liq_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_liq_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_liq_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;q3L&quot;</span><span class="p">,</span><span class="s">&quot;sl1L&quot;</span><span class="p">,</span><span class="s">&quot;wo1L&quot;</span><span class="p">,</span><span class="s">&quot;fo2L&quot;</span><span class="p">,</span><span class="s">&quot;fa2L&quot;</span><span class="p">,</span><span class="s">&quot;nmL&quot;</span><span class="p">,</span><span class="s">&quot;hmL&quot;</span><span class="p">,</span><span class="s">&quot;ekL&quot;</span><span class="p">,</span><span class="s">&quot;tiL&quot;</span><span class="p">,</span><span class="s">&quot;kmL&quot;</span><span class="p">,</span><span class="s">&quot;anL&quot;</span><span class="p">,</span><span class="s">&quot;ab1L&quot;</span><span class="p">,</span><span class="s">&quot;enL&quot;</span><span class="p">,</span><span class="s">&quot;kfL&quot;</span><span class="p">,</span><span class="s">&quot;wat1L&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">44.1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.52</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.4</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">12.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.96</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.1000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">22.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.41</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.48</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">10.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.19</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.85</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">24.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">5.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.600</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">12.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">5.400</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.07</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">33.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.05</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">10.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.300</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.14</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-11.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.4</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.07</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.09</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">18.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.60</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">34.1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.77</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">17.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.21</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.12</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.16</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.69</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">26.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.90</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.2</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.3</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.75</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-31.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.90</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.300</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">11.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.83</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.14</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">9.9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">8.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-9.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.13</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.400</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.97</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">50.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.300</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.66</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">30.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.66</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-8.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.400</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">28.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.6</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">17.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">19.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.46</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">29.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.55</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">62.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.90</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.19</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">73.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.4000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">23.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.62</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">18.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.3000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">5.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.17</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.7</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">145.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">145.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">200.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">200.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">85.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">85.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">87.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">qL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;qL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">corL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;corL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">woL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;woL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">foL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;foL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">faL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;faL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">neL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;neL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hemL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;hemL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">eskL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;eskL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ruL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ruL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ksL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ksL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">watL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;h2oL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.076</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.91</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.246</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">corL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">18.68</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.047</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.42</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.142</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">13.21</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.041</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">18.48</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.171</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.007</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">corL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">neL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">49.11</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.005</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.03</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.19</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.51</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.228</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.59</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.304</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.025</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">corL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ksL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">72.26</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.022</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">corL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">48.53</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.342</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.032</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">neL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">18.44</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.338</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">foL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">14.33</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.11</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ksL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.24</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.0072</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.00436</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">watL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">11.04</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">corL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">corL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">neL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">corL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ksL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">corL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">neL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">foL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ksL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">watL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">corL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">corL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">neL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">corL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ksL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">corL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">neL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">foL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ksL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">watL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_fl_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_fl_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_fl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_fl_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;qfL&quot;</span><span class="p">,</span><span class="s">&quot;nefL&quot;</span><span class="p">,</span><span class="s">&quot;ksfL&quot;</span><span class="p">,</span><span class="s">&quot;H2O&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.07</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">71.1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.9</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">71.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.82</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">74.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.4</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">qL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;qL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">abL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;abL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kspL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;kspL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">H2O_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;H2O&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.422</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">9.48</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.88</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">61.24</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.926</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">54.32</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">H2O_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">H2O_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">H2O_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_fsp_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_fsp_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_fsp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_fsp_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;ab&quot;</span><span class="p">,</span><span class="s">&quot;an&quot;</span><span class="p">,</span><span class="s">&quot;san&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.00935</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">14.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.338</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.00957</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">24.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">48.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.13</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.6740</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ab_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ab&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">an_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;an&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">san_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;san&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_spn_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_spn_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_spn_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;nsp&quot;</span><span class="p">,</span><span class="s">&quot;isp&quot;</span><span class="p">,</span><span class="s">&quot;nhc&quot;</span><span class="p">,</span><span class="s">&quot;ihc&quot;</span><span class="p">,</span><span class="s">&quot;nmt&quot;</span><span class="p">,</span><span class="s">&quot;imt&quot;</span><span class="p">,</span><span class="s">&quot;pcr&quot;</span><span class="p">,</span><span class="s">&quot;usp&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.600</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-9.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">43.20</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">49.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">38.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">36.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">21.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">38.20</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">17.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">51.60</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-53.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-38.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">21.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">5.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-8.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">21.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.9000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">sp_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;sp&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">herc_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;herc&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mt_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;mt&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">picr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;picr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">usp_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;usp&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.005763</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.005763</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.005763</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">picr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">usp_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">picr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">usp_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">picr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">usp_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_g_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_g_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_g_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;py&quot;</span><span class="p">,</span><span class="s">&quot;alm&quot;</span><span class="p">,</span><span class="s">&quot;gr&quot;</span><span class="p">,</span><span class="s">&quot;andr&quot;</span><span class="p">,</span><span class="s">&quot;knr&quot;</span><span class="p">,</span><span class="s">&quot;tig&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">45.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.036</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">107.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">17.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.039</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">65.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">8.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.18</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">63.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">py_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;py&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">alm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;alm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">gr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;gr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">andr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;andr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">knor_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;knor&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cor_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cor&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">per_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;per&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">alm_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">knor_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.0173</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">42.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">alm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">knor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">alm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">knor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_ol_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_ol_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_ol_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;mnt&quot;</span><span class="p">,</span><span class="s">&quot;fa&quot;</span><span class="p">,</span><span class="s">&quot;fo&quot;</span><span class="p">,</span><span class="s">&quot;cfm&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">38.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mont_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;mont&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fa_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fa&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fo_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fo&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">mont_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fa_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fo_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fa_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fo_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mont_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fa_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fo_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fa_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fo_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mont_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fa_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fo_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fa_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fo_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_opx_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_opx_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_opx_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;en&quot;</span><span class="p">,</span><span class="s">&quot;fs&quot;</span><span class="p">,</span><span class="s">&quot;fm&quot;</span><span class="p">,</span><span class="s">&quot;odi&quot;</span><span class="p">,</span><span class="s">&quot;mgts&quot;</span><span class="p">,</span><span class="s">&quot;cren&quot;</span><span class="p">,</span><span class="s">&quot;obuf&quot;</span><span class="p">,</span><span class="s">&quot;mess&quot;</span><span class="p">,</span><span class="s">&quot;ojd&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">29.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">11.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">19.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">75.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.84</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-11.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-11.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">en_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;en&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fs_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fs&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">di_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;di&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mgts_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;mgts&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kos_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;kos&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cor_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cor&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">per_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;per&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.005</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.0155</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">28.64</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.37</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0051</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.91</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.089</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.07</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">18.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_cpx_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_cpx_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_cpx_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;di&quot;</span><span class="p">,</span><span class="s">&quot;cfs&quot;</span><span class="p">,</span><span class="s">&quot;cats&quot;</span><span class="p">,</span><span class="s">&quot;crdi&quot;</span><span class="p">,</span><span class="s">&quot;cess&quot;</span><span class="p">,</span><span class="s">&quot;cbuf&quot;</span><span class="p">,</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="s">&quot;cen&quot;</span><span class="p">,</span><span class="s">&quot;cfm&quot;</span><span class="p">,</span><span class="s">&quot;kjd&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.06</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">29.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">38.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">43.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.300</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">45.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.35</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">27.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">52.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">45.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">22.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">28.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">di_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;di&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fs_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fs&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cats_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cats&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kos_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;kos&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cor_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cor&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">per_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;per&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">en_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;en&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">abh_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;abh&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">san_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;san&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.045</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.85</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.46</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.248</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0012</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">20.89</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.048</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.0465</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.6</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">abh_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">10.82</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">abh_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">abh_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_ilm_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_ilm_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_ilm_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;oilm&quot;</span><span class="p">,</span><span class="s">&quot;dilm&quot;</span><span class="p">,</span><span class="s">&quot;hm&quot;</span><span class="p">,</span><span class="s">&quot;ogk&quot;</span><span class="p">,</span><span class="s">&quot;dgk&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.13</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.05</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.600</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.6000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.25</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.13</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.300</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ilm_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ilm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ilm_di</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ilm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;disordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hem_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;hem&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">geik_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;geik&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">geik_di</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;geik&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;disordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_di</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">hem_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">geik_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">geik_di</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_di</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hem_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_di</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_di</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hem_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_di</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_ness_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_ness_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_ness</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_ness_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;neN&quot;</span><span class="p">,</span><span class="s">&quot;neS&quot;</span><span class="p">,</span><span class="s">&quot;neK&quot;</span><span class="p">,</span><span class="s">&quot;neO&quot;</span><span class="p">,</span><span class="s">&quot;neC&quot;</span><span class="p">,</span><span class="s">&quot;neF&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">21.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.92</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">112.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">11.4</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">22.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">79.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.20</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">5.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">23.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.17</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">59.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">80.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">27.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.18700000000000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.9950</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ne_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ne&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">trd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;trd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kls_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;kls&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">an_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;an&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.004</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.45</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.145</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">trd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">20.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.008</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0005</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">kls_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.07</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kls_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">167.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">trd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">kls_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kls_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">trd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">kls_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kls_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">ne_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_lct_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_lct_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_lct</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_lct_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;nlc&quot;</span><span class="p">,</span><span class="s">&quot;klc&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.9500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ab_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ab&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">lc_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;lc&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">san_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;san&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">lc_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">16.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">lc_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">lc_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">lc_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">lc_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">lc_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_kals_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_kals_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_kals</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_kals_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;nks&quot;</span><span class="p">,</span><span class="s">&quot;kls&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.4</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.06</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.23500000000000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ne_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ne&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kls_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;kls&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.115</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.0025</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ne_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.17</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">kls_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ne_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kls_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ne_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kls_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_mel_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_mel_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_mel</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_mel_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;geh&quot;</span><span class="p">,</span><span class="s">&quot;ak&quot;</span><span class="p">,</span><span class="s">&quot;fak&quot;</span><span class="p">,</span><span class="s">&quot;nml&quot;</span><span class="p">,</span><span class="s">&quot;fge&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">geh_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;geh&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ak_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ak&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">sp_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;sp&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">herc_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;herc&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ab_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ab&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">an_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;an&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">geh_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ak_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ak_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.05</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">geh_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">25.14</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">geh_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.81</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geh_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ak_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ak_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">geh_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">geh_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geh_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ak_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ak_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">geh_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">geh_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_hb_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_hb_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_hb</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_hb_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;tr&quot;</span><span class="p">,</span><span class="s">&quot;tsm&quot;</span><span class="p">,</span><span class="s">&quot;prgm&quot;</span><span class="p">,</span><span class="s">&quot;glm&quot;</span><span class="p">,</span><span class="s">&quot;cumm&quot;</span><span class="p">,</span><span class="s">&quot;grnm&quot;</span><span class="p">,</span><span class="s">&quot;a&quot;</span><span class="p">,</span><span class="s">&quot;b&quot;</span><span class="p">,</span><span class="s">&quot;mrb&quot;</span><span class="p">,</span><span class="s">&quot;kprg&quot;</span><span class="p">,</span><span class="s">&quot;tts&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">65.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">45.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">75.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">63.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">52.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">30.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">85.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-40.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">70.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">80.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">70.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">72.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-40.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">90.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">106.7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">94.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">94.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">113.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">111.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">54.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">75.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">33.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">23.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">80.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">87.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">91.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">96.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">65.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">80.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">94.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">95.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">90.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">94.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">95.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">tr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;tr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ts_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ts&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">parg_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;parg&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">gl_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;gl&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cumm_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cumm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">grun_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;grun&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">gr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;gr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">andr_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;andr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">pa_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;pa&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mu_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;mu&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">dsp_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;dsp&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">tr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">10.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">10.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">grun_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">11.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">13.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">pa_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.06</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">dsp_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">95.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">tr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">grun_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">pa_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">dsp_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">tr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">grun_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">pa_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">dsp_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_bi_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_bi_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_bi_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;phl&quot;</span><span class="p">,</span><span class="s">&quot;annm&quot;</span><span class="p">,</span><span class="s">&quot;obi&quot;</span><span class="p">,</span><span class="s">&quot;eas&quot;</span><span class="p">,</span><span class="s">&quot;tbi&quot;</span><span class="p">,</span><span class="s">&quot;fbi&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">30.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">32.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">phl_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;phl&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ann_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ann&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">east_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;east&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">br_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;br&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">ann_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">br_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">55.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="mf">-7.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">ann_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">br_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">ann_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">br_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w">	</span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_ep_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_ep_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_ep_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;cz&quot;</span><span class="p">,</span><span class="s">&quot;ep&quot;</span><span class="p">,</span><span class="s">&quot;fep&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cz_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cz&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ep_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ep&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fep_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fep&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cz_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ep_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fep_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cz_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ep_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fep_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cz_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ep_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fep_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_cd_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_cd_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for alk_cd</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_cd_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;crd&quot;</span><span class="p">,</span><span class="s">&quot;fcrd&quot;</span><span class="p">,</span><span class="s">&quot;hcrd&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">crd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;crd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fcrd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fcrd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hcrd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;hcrd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">crd_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fcrd_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">hcrd_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">crd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fcrd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hcrd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">crd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fcrd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hcrd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/*********************IGNEOUS DRY DATABASE (Green et al., 2023)************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-
-<div class="viewcode-block" id="c.G_SS_igd_liq_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_liq_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_liq_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;q3L&quot;</span><span class="p">,</span><span class="s">&quot;sl1L&quot;</span><span class="p">,</span><span class="s">&quot;wo1L&quot;</span><span class="p">,</span><span class="s">&quot;fo2L&quot;</span><span class="p">,</span><span class="s">&quot;fa2L&quot;</span><span class="p">,</span><span class="s">&quot;neL&quot;</span><span class="p">,</span><span class="s">&quot;hmL&quot;</span><span class="p">,</span><span class="s">&quot;ekL&quot;</span><span class="p">,</span><span class="s">&quot;tiL&quot;</span><span class="p">,</span><span class="s">&quot;kjL&quot;</span><span class="p">,</span><span class="s">&quot;anL&quot;</span><span class="p">,</span><span class="s">&quot;ab1L&quot;</span><span class="p">,</span><span class="s">&quot;enL&quot;</span><span class="p">,</span><span class="s">&quot;kfL&quot;</span><span class="p">,</span><span class="s">&quot;wat1L&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.90</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">44.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.56</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.61</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">31.40</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.07</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">16.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.8000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">33.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.48</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.44</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.4</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.8</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">28.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.12</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">5.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.3000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.06</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.400</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">23.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.11</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">35.7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-10.20</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">14.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">38.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.7</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">17.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.21</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.3</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.16</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">5.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.26</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.400</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.77</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.05</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-30.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">9.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.6000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.87</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.14</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">10.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.12</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">66</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.300</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">67</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.09</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">68</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.87</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">71.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">69</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">70</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">71</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">72</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">73</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">74</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">75</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">76</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.66</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">77</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">78</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">79</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">80</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">81</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">82</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">83</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">30.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.66</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">84</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">85</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">86</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.300</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">87</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">17.40</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">88</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-8.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">89</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">28.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.6</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">90</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.600</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">91</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">92</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">93</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.32</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">15.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">94</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.47</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">52.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">95</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.2000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">96</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">97</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">98</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.68</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">12.7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">99</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">100</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">101</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.82</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">20.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">102</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">103</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">12.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">104</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.54</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">145.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">145.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">200.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">82.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">qL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;qL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">silL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;silL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">woL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;woL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">foL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;foL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">faL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;faL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">abL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;abL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hemL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;hemL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">eskL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;eskL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ruL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ruL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kspL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;kspL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">watL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">	    </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;h2oL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.097</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.339</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.81</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.108</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.171</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">14.43</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.052</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">16.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.336</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">33.54</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.023</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.09</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.162</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">24.47</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.256</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.08</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.297</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">21.26</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.065</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.055</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">103.21</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.091</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.69</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.577</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">foL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">9.87</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.075</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.96</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0039</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">watL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">11.16</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">foL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">watL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">foL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">watL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_fl_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_fl_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_fl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_fl_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;qfL&quot;</span><span class="p">,</span><span class="s">&quot;nefL&quot;</span><span class="p">,</span><span class="s">&quot;ksfL&quot;</span><span class="p">,</span><span class="s">&quot;H2O&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.3</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">72.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">69.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.8</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">75.1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.35</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">qL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;qL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">abL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;abL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kspL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;kspL&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">H2O_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;H2O&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.434</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">11.04</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.77</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">59.9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.98</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">54.81</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">H2O_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">H2O_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">H2O_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_fsp_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_fsp_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_fsp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_fsp_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;ab&quot;</span><span class="p">,</span><span class="s">&quot;an&quot;</span><span class="p">,</span><span class="s">&quot;san&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.00935</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">14.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.338</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.00957</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">24.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">48.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.13</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.6740</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ab_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ab&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">an_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;an&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">san_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;san&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ab_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">an_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_spn_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_spn_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_spn_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;nsp&quot;</span><span class="p">,</span><span class="s">&quot;isp&quot;</span><span class="p">,</span><span class="s">&quot;nhc&quot;</span><span class="p">,</span><span class="s">&quot;ihc&quot;</span><span class="p">,</span><span class="s">&quot;nmt&quot;</span><span class="p">,</span><span class="s">&quot;imt&quot;</span><span class="p">,</span><span class="s">&quot;pcr&quot;</span><span class="p">,</span><span class="s">&quot;usp&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.600</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-9.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">43.20</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">49.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">38.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">36.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">21.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">38.20</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">17.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">51.60</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-53.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-38.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">21.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">5.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-8.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">21.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.9000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">sp_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;sp&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">herc_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;herc&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mt_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;mt&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">picr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;picr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">usp_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;usp&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.005763</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.005763</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.005763</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">picr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">usp_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">picr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">usp_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">picr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">usp_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_g_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_g_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_g_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;py&quot;</span><span class="p">,</span><span class="s">&quot;alm&quot;</span><span class="p">,</span><span class="s">&quot;gr&quot;</span><span class="p">,</span><span class="s">&quot;andr&quot;</span><span class="p">,</span><span class="s">&quot;knr&quot;</span><span class="p">,</span><span class="s">&quot;tig&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">45.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.036</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">107.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">17.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.039</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">65.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">8.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.18</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">63.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">py_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;py&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">alm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;alm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">gr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;gr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">andr_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;andr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">knor_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;knor&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cor_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cor&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">per_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;per&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">alm_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">knor_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.0173</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">53.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">alm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">knor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">alm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">knor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_ol_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_ol_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_ol_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;mnt&quot;</span><span class="p">,</span><span class="s">&quot;fa&quot;</span><span class="p">,</span><span class="s">&quot;fo&quot;</span><span class="p">,</span><span class="s">&quot;cfm&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">38.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mont_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;mont&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fa_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fa&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fo_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fo&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">mont_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fa_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fo_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fa_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fo_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mont_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fa_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fo_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fa_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fo_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mont_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fa_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fo_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fa_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fo_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_opx_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_opx_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_opx_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;en&quot;</span><span class="p">,</span><span class="s">&quot;fs&quot;</span><span class="p">,</span><span class="s">&quot;fm&quot;</span><span class="p">,</span><span class="s">&quot;odi&quot;</span><span class="p">,</span><span class="s">&quot;mgts&quot;</span><span class="p">,</span><span class="s">&quot;cren&quot;</span><span class="p">,</span><span class="s">&quot;obuf&quot;</span><span class="p">,</span><span class="s">&quot;mess&quot;</span><span class="p">,</span><span class="s">&quot;ojd&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">29.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">11.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">19.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">75.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.84</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-11.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-11.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">en_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;en&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fs_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fs&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">di_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;di&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mgts_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;mgts&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kos_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;kos&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cor_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cor&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">per_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;per&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.005</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.0155</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">28.64</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.37</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0051</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.91</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.089</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.07</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">18.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_cpx_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_cpx_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_cpx_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;di&quot;</span><span class="p">,</span><span class="s">&quot;cfs&quot;</span><span class="p">,</span><span class="s">&quot;cats&quot;</span><span class="p">,</span><span class="s">&quot;crdi&quot;</span><span class="p">,</span><span class="s">&quot;cess&quot;</span><span class="p">,</span><span class="s">&quot;cbuf&quot;</span><span class="p">,</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="s">&quot;cen&quot;</span><span class="p">,</span><span class="s">&quot;cfm&quot;</span><span class="p">,</span><span class="s">&quot;kjd&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.06</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">29.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">38.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">43.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.300</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">45.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.35</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">27.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">52.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">45.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">22.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">28.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">di_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;di&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fs_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fs&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cats_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cats&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kos_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;kos&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cor_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cor&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">per_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;per&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">en_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;en&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">san_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;san&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">abh_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;abh&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.045</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.85</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.46</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.248</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0012</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">20.89</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.048</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.0465</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.6</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">abh_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">10.82</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">abh_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">abh_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_ilm_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_ilm_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_ilm_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;oilm&quot;</span><span class="p">,</span><span class="s">&quot;dilm&quot;</span><span class="p">,</span><span class="s">&quot;hm&quot;</span><span class="p">,</span><span class="s">&quot;ogk&quot;</span><span class="p">,</span><span class="s">&quot;dgk&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.13</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.05</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.600</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.6000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.25</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.13</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.300</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ilm_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ilm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ilm_di</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ilm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;disordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hem_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;hem&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">geik_or</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;geik&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">geik_di</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;geik&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;disordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_di</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">hem_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">geik_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">geik_di</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_di</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hem_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_di</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_di</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hem_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_di</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_hb_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_hb_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_hb</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_hb_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;tr&quot;</span><span class="p">,</span><span class="s">&quot;tsm&quot;</span><span class="p">,</span><span class="s">&quot;prgm&quot;</span><span class="p">,</span><span class="s">&quot;glm&quot;</span><span class="p">,</span><span class="s">&quot;cumm&quot;</span><span class="p">,</span><span class="s">&quot;grnm&quot;</span><span class="p">,</span><span class="s">&quot;a&quot;</span><span class="p">,</span><span class="s">&quot;b&quot;</span><span class="p">,</span><span class="s">&quot;mrb&quot;</span><span class="p">,</span><span class="s">&quot;kprg&quot;</span><span class="p">,</span><span class="s">&quot;tts&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">65.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">45.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">75.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">63.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">52.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">30.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">85.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">70.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">80.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">70.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">72.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">90.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">106.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">94.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">94.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">113.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">111.20</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">54.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">75.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">33.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">23.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">80.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">87.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">91.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">96.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">65.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">80.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">94.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">95.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">90.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">94.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">95.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.8000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.8000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">tr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;tr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ts_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ts&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">parg_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;parg&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">gl_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;gl&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cumm_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cumm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">grun_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;grun&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">gr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;gr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">andr_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;andr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">pa_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;pa&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mu_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;mu&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">dsp_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;dsp&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">tr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">10.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">10.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">grun_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">11.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">13.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">pa_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.06</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">dsp_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">95.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">tr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">grun_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">pa_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">dsp_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">tr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">grun_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">cumm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">7.0</span><span class="o">*</span><span class="n">grun_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">pa_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">parg_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">dsp_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">     </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_bi_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_bi_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_bi_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;phl&quot;</span><span class="p">,</span><span class="s">&quot;annm&quot;</span><span class="p">,</span><span class="s">&quot;obi&quot;</span><span class="p">,</span><span class="s">&quot;eas&quot;</span><span class="p">,</span><span class="s">&quot;tbi&quot;</span><span class="p">,</span><span class="s">&quot;fbi&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">30.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">32.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">phl_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;phl&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ann_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ann&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">east_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;east&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">br_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;br&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">ann_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">br_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">55.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="mf">-7.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">ann_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">br_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">ann_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">br_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w">	</span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_ep_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_ep_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_ep_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;cz&quot;</span><span class="p">,</span><span class="s">&quot;ep&quot;</span><span class="p">,</span><span class="s">&quot;fep&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cz_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cz&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ep_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ep&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fep_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fep&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cz_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ep_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fep_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cz_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ep_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fep_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cz_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ep_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fep_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"> </span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_cd_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_cd_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">   retrieve reference thermodynamic data for igd_cd</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_cd_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;crd&quot;</span><span class="p">,</span><span class="s">&quot;fcrd&quot;</span><span class="p">,</span><span class="s">&quot;hcrd&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">crd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;crd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fcrd_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fcrd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hcrd_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;hcrd&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">crd_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fcrd_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">hcrd_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">crd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fcrd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hcrd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">crd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fcrd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hcrd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
+<span class="w">   	</span><span class="n">data</span><span class="p">.</span><span class="n">gb</span><span class="w">  			</span><span class="o">=</span><span class="w"> </span><span class="n">PP_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">data</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">PP_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">data</span><span class="p">;</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
 
-
 <div class="viewcode-block" id="c.G_SS_mp_liq_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_mp_liq_function">[docs]</a><span class="cm">/**</span>
 <span class="cm">   retrieve reference thermodynamic data for mp_liq</span>
 <span class="cm">*/</span><span class="w"></span>
@@ -6255,113 +2092,48 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="p">}</span><span class="w"></span></div>
 
 
-<div class="viewcode-block" id="c.G_SS_ig_bi_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_ig_bi_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">  retrieve reference thermodynamic data for biotite </span>
+
+<div class="viewcode-block" id="c.G_SS_ig_fper_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_ig_fper_function">[docs]</a><span class="cm">/**</span>
+<span class="cm">   retrieve reference thermodynamic data for igp_fper_S11</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_ig_bi_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w">  </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w">	</span>
+<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_ig_fper_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;phl&quot;</span><span class="p">,</span><span class="s">&quot;annm&quot;</span><span class="p">,</span><span class="s">&quot;obi&quot;</span><span class="p">,</span><span class="s">&quot;eas&quot;</span><span class="p">,</span><span class="s">&quot;tbi&quot;</span><span class="p">,</span><span class="s">&quot;fbi&quot;</span><span class="p">};</span><span class="w"></span>
+<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;per&quot;</span><span class="p">,</span><span class="s">&quot;wu&quot;</span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">30.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">32.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">phl_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;phl&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ann_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ann&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">east_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;east&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">br_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;br&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">per_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    										</span><span class="s">&quot;per&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">wu_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    										</span><span class="s">&quot;wu&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">ann_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">br_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">55.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="mf">-7.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"> </span><span class="c1">//tentative correction to fix Stiruxe data</span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">wu_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">ann_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">br_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">wu_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">ann_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">br_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">wu_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -6369,10 +2141,131 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w">	</span>
+<span class="w">    </span>
+<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="p">}</span><span class="w"></span></div>
+
+
+<div class="viewcode-block" id="c.G_SS_ig_bi_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_ig_bi_function">[docs]</a><span class="cm">/**</span>
+<span class="cm">  retrieve reference thermodynamic data for biotite </span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_ig_bi_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w">  </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w">	</span>
+<span class="w">    </span>
+<span class="w">	</span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;phl&quot;</span><span class="p">,</span><span class="s">&quot;annm&quot;</span><span class="p">,</span><span class="s">&quot;obi&quot;</span><span class="p">,</span><span class="s">&quot;east&quot;</span><span class="p">,</span><span class="s">&quot;tbi&quot;</span><span class="p">,</span><span class="s">&quot;fbi&quot;</span><span class="p">};</span><span class="w">	</span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"> </span>
+<span class="w">		</span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w">			</span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">									  </span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">12.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">4.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">10.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">30.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">8.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">8.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">5.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">32.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">13.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">7.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">5.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.0</span><span class="p">;</span><span class="w">			  	</span>
+
+<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="n">j</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="n">em_data</span><span class="w"> </span><span class="n">phl_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="s">&quot;phl&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">em_data</span><span class="w"> </span><span class="n">ann_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="s">&quot;ann&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">em_data</span><span class="w"> </span><span class="n">east_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="s">&quot;east&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">em_data</span><span class="w"> </span><span class="n">br_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="s">&quot;br&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">em_data</span><span class="w"> </span><span class="n">gr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="s">&quot;gr&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">em_data</span><span class="w"> </span><span class="n">andr_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="s">&quot;andr&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
+
+
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">br_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">55.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">br_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">ann_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">br_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">phl_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">east_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="cm">/* define endmembers to be deactivated when bulk-rock composition equal zero */</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w"> 	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w"> 	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w">	</span>
 
 <span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
 <span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
@@ -6397,200 +2290,207 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.8</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.06</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">29.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">29.8</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">38.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">43.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.300</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">38.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">43.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">45.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.35</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">27.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">52.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">45.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">22.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">26.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">28.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.900</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">52.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">45.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">22.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">28.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.9</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.9</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.9</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.9</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.2</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">di_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;di&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fs_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;fs&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cats_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;cats&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kos_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;kos&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cats_di</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
+<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">    										</span><span class="s">&quot;cats&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    										</span><span class="s">&quot;disordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cor_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;cor&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">per_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;per&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">en_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;en&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">san_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">abh_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;san&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">    										</span><span class="s">&quot;abh&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">abh_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">san_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;abh&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">    										</span><span class="s">&quot;san&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.045</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.045</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.1</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.85</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.46</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.248</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0012</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">20.89</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cats_di</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.9</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_di</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.45</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.005</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0012</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_di</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">16.2</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.048</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.0465</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.6</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">abh_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">10.82</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.048</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.0465</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.002</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.6</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">abh_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">11.7</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_di</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_di</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_di</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">abh_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">abh_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cats_di</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_di</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">cats_di</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">abh_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">abh_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">san_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
@@ -6600,7 +2500,7 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
+<span class="w">    </span>
 <span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
 <span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
@@ -6773,189 +2673,189 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;qfL&quot;</span><span class="p">,</span><span class="s">&quot;slfL&quot;</span><span class="p">,</span><span class="s">&quot;wofL&quot;</span><span class="p">,</span><span class="s">&quot;fofL&quot;</span><span class="p">,</span><span class="s">&quot;fafL&quot;</span><span class="p">,</span><span class="s">&quot;jdfL&quot;</span><span class="p">,</span><span class="s">&quot;hmfL&quot;</span><span class="p">,</span><span class="s">&quot;ekfL&quot;</span><span class="p">,</span><span class="s">&quot;tifL&quot;</span><span class="p">,</span><span class="s">&quot;kjfL&quot;</span><span class="p">,</span><span class="s">&quot;H2O&quot;</span><span class="p">};</span><span class="w"></span>
+<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;qfL&quot;</span><span class="p">,</span><span class="s">&quot;slfL&quot;</span><span class="p">,</span><span class="s">&quot;wofL&quot;</span><span class="p">,</span><span class="s">&quot;fofL&quot;</span><span class="p">,</span><span class="s">&quot;fafL&quot;</span><span class="p">,</span><span class="s">&quot;jdfL&quot;</span><span class="p">,</span><span class="s">&quot;hmfL&quot;</span><span class="p">,</span><span class="s">&quot;ekfL&quot;</span><span class="p">,</span><span class="s">&quot;tifL&quot;</span><span class="p">,</span><span class="s">&quot;kjfL&quot;</span><span class="p">,</span><span class="s">&quot;h2o&quot;</span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">71.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.89</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">55.4</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.91</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">83.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.61</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">82.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.26</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">77.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.41</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">46.1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.83</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">59.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.82</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.8</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">72.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.67</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">71.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">71.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.79</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">73.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.66</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">73.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.66</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">75.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.66</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">49.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.31</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">75.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.67</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">44.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.19</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">qL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;qL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">silL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">silL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;silL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">woL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;woL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">foL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;foL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">faL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;faL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">abL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;abL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hemL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hemL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;hemL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">eskL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">eskL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;eskL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ruL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;ruL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kspL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kspL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;kspL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">H2O_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;H2O&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.071</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mi">4</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.65</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.386</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.29</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.161</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.125</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mi">2</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.56</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.103</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mi">2</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">15.54</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.385</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">10.59</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.077</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mi">2</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.05</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.245</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mi">2</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">24.75</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.484</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.69</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.345</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">12.21</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.051</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.313</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.72</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.12</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.22</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.136</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">8.59</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.052</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">13.56</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.099</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">12.32</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.077</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.05</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w">  </span><span class="mf">0.245</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">24.75</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.489</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.227</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">12.88</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">H2O_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">H2O_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">H2O_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
@@ -7102,8 +3002,8 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">alm_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">gr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">andr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">knor_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.0173</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">53.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">knor_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">18.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.0173</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">46.7</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">py_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">alm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
@@ -7130,7 +3030,7 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
+<span class="w">    </span>
 <span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
 <span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
@@ -7397,81 +3297,52 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;oilm&quot;</span><span class="p">,</span><span class="s">&quot;dilm&quot;</span><span class="p">,</span><span class="s">&quot;hm&quot;</span><span class="p">,</span><span class="s">&quot;ogk&quot;</span><span class="p">,</span><span class="s">&quot;dgk&quot;</span><span class="p">};</span><span class="w"></span>
+<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;oilm&quot;</span><span class="p">,</span><span class="s">&quot;dilm&quot;</span><span class="p">,</span><span class="s">&quot;dhem&quot;</span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.13</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.05</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.30</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.60</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.60</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.25</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.13</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.20</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.30</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.05</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.25</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ilm_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;ilm&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ilm_di</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;ilm&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;disordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hem_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;hem&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">geik_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">	</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;geik&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">geik_di</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">	</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;geik&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;disordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_di</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">hem_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">geik_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">geik_di</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_di</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hem_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_di</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ilm_di</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">hem_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">geik_di</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -7479,10 +3350,7 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.99</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.99</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 
 <span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
 <span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
@@ -7490,8 +3358,6 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"> </span>
 <span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">	</span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-
 <span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
 <div class="viewcode-block" id="c.G_SS_ig_liq_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_ig_liq_function">[docs]</a><span class="cm">/**</span>
@@ -7502,77 +3368,77 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;q4L&quot;</span><span class="p">,</span><span class="s">&quot;slL&quot;</span><span class="p">,</span><span class="s">&quot;wo1L&quot;</span><span class="p">,</span><span class="s">&quot;fo2L&quot;</span><span class="p">,</span><span class="s">&quot;fa2L&quot;</span><span class="p">,</span><span class="s">&quot;jdL&quot;</span><span class="p">,</span><span class="s">&quot;hmL&quot;</span><span class="p">,</span><span class="s">&quot;ekL&quot;</span><span class="p">,</span><span class="s">&quot;tiL&quot;</span><span class="p">,</span><span class="s">&quot;kjL&quot;</span><span class="p">,</span><span class="s">&quot;ctL&quot;</span><span class="p">,</span><span class="s">&quot;wat1L&quot;</span><span class="p">};</span><span class="w"></span>
+<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;q4L&quot;</span><span class="p">,</span><span class="s">&quot;sl1L&quot;</span><span class="p">,</span><span class="s">&quot;wo1L&quot;</span><span class="p">,</span><span class="s">&quot;fo2L&quot;</span><span class="p">,</span><span class="s">&quot;fa2L&quot;</span><span class="p">,</span><span class="s">&quot;jdL&quot;</span><span class="p">,</span><span class="s">&quot;hmL&quot;</span><span class="p">,</span><span class="s">&quot;ekL&quot;</span><span class="p">,</span><span class="s">&quot;tiL&quot;</span><span class="p">,</span><span class="s">&quot;kjL&quot;</span><span class="p">,</span><span class="s">&quot;ctL&quot;</span><span class="p">,</span><span class="s">&quot;h2o1L&quot;</span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-10.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.31</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">47.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.53</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">13.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.11</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">15.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.12</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">26.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.55</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">12.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.13</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">15.1</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.05</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">20.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">14.2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.71</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.83</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">28.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.05</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">17.8</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-14.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">17.8</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.61</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.85</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">26.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.2</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">18.8</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.8</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">16.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.3</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.94</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.07</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">25.9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">13.9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">17.9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.6</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">53.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">17.9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.07</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.07</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">21.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.67</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.3</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">23.7</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.94</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.11</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">25.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.3</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.86</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">36</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">37</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.4</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.58</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">38</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.05</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">39</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-30.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">9.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.6</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.01</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">9.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.14</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">15.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.06</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">10.1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.1</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">8.9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">57.4</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.66</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">41</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.7</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">42</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">43</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">44</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.58</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">45</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">46</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">47</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.14</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">16.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">48</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.9</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">49</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">50</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.06</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">8.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">51</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">52</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">53</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">54</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">55</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">60.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.66</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">56</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">57</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">58</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">59</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">30.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.66</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">9.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">29.2</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.6</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.06</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.9</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.03</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">60</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">61</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">62</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">30.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.6</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">63</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">64</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.22</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">65</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.05</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">17.3</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">120.0</span><span class="p">;</span><span class="w"></span>
@@ -7585,109 +3451,109 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">65.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">100.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">qL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;qL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">silL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">silL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;silL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">woL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;woL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">foL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;foL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">faL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;faL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">abL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;abL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hemL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">hemL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;hemL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">eskL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">eskL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;eskL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ruL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;ruL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kspL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kspL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;kspL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">h2oL_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">h2oL_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;h2oL&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.033</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.332</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.37</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.127</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.62</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.155</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.72</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.053</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">13.86</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.091</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">11.38</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.039</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.244</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">25.17</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.224</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.41</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.204</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">11.91</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.051</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.055</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">106.74</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.00065</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0041</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">h2oL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.59</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.059</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.22</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.318</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.114</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.45</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.131</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">foL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">8.67</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.055</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">faL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">13.7</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.089</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">abL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">12.19</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.032</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">hemL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.245</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">eskL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">24.85</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.489</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ruL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">5.58</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.21</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kspL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">11.98</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.053</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.055</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">qL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">woL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">108.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.00087</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0039</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">h2oL_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.2</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">qL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">silL_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
@@ -7754,143 +3620,6 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="p">}</span><span class="w"></span></div>
 
 
-
-<div class="viewcode-block" id="c.G_SS_ig_mu_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_ig_mu_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">  retrieve reference thermodynamic data for muscovite</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_ig_mu_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;mu&quot;</span><span class="p">,</span><span class="s">&quot;cel&quot;</span><span class="p">,</span><span class="s">&quot;fcel&quot;</span><span class="p">,</span><span class="s">&quot;pa&quot;</span><span class="p">,</span><span class="s">&quot;mam&quot;</span><span class="p">,</span><span class="s">&quot;fmu&quot;</span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.2</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.2</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.353</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.0034</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">10.12</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">45.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">45.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">50.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">30.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.63</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.63</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.63</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.37</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.63</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.63</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mu_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;mu&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cel_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cel&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fcel_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;fcel&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">pa_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;pa&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ma_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ma&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">gr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;gr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">andr_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;andr&quot;</span><span class="p">,</span><span class="w"> </span>
-<span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">cel_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fcel_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">pa_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">ma_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">andr_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">gr_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">25.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cel_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fcel_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">pa_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ma_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">andr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">gr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">cel_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fcel_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">pa_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">ma_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">andr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">gr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">};</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">	</span><span class="cm">/* define box bounds according to bulk-rock */</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
 <div class="viewcode-block" id="c.G_SS_ig_ol_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_ig_ol_function">[docs]</a><span class="cm">/**</span>
 <span class="cm">  retrieve reference thermodynamic data for olivine</span>
 <span class="cm">*/</span><span class="w"></span>
@@ -7968,7 +3697,7 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="cm">  retrieve reference thermodynamic data for orthopyroxene</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_ig_opx_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">bulk_info</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
+<span class="w">  </span>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
@@ -7977,162 +3706,162 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">29.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">29.4</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.04</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">21.5</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">11.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">19.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">18.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.15</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">8.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">75.5</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.84</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-11.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-11.00</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">28</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">29</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">30</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">31</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">32</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-11.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">33</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">34</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">35</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-11.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.200</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.2</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">en_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;en&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">fs_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;fs&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">di_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;di&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mgts_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mgts_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;mgts&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">kos_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;kos&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">jd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;jd&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cor_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;cor&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">ru_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">cor_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;ru&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">    										</span><span class="s">&quot;cor&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">per_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;per&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">acm_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;acm&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.005</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.8</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.005</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.8</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.02</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.0155</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">28.64</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.37</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0051</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.91</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.089</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.07</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">18.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.05</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.0155</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">25.9</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.0061</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.0051</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">5.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.089</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.8</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">18.8</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">en_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">fs_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">di_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">kos_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="mf">2.</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">cor_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">per_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">ru_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">acm_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mgts_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">jd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
@@ -8149,7 +3878,7 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
+<span class="w">    </span>
 <span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> 					</span>
 <span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
@@ -8245,98 +3974,89 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">,</span><span class="w"> </span><span class="n">j</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;nsp&quot;</span><span class="p">,</span><span class="s">&quot;isp&quot;</span><span class="p">,</span><span class="s">&quot;nhc&quot;</span><span class="p">,</span><span class="s">&quot;ihc&quot;</span><span class="p">,</span><span class="s">&quot;nmt&quot;</span><span class="p">,</span><span class="s">&quot;imt&quot;</span><span class="p">,</span><span class="s">&quot;pcr&quot;</span><span class="p">,</span><span class="s">&quot;usp&quot;</span><span class="p">};</span><span class="w"></span>
+<span class="w">    </span><span class="kt">char</span><span class="w">   </span><span class="o">*</span><span class="n">EM_tmp</span><span class="p">[]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="p">{</span><span class="s">&quot;nsp&quot;</span><span class="p">,</span><span class="s">&quot;isp&quot;</span><span class="p">,</span><span class="s">&quot;nhc&quot;</span><span class="p">,</span><span class="s">&quot;ihc&quot;</span><span class="p">,</span><span class="s">&quot;nmt&quot;</span><span class="p">,</span><span class="s">&quot;imt&quot;</span><span class="p">,</span><span class="s">&quot;pcr&quot;</span><span class="p">,</span><span class="s">&quot;qndm&quot;</span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">strcpy</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">EM_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">EM_tmp</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
 <span class="w">    </span><span class="p">};</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.600</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-9.800</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">43.20</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">49.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">38.4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">40.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.500</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">36.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.08</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">21.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">38.20</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">17.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">51.60</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-53.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">25.70</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.100</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">10.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-38.80</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">21.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">12.10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">5.200</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-8.700</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">21.50</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">15.00</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.000</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">v</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.9000</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-8.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-13.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">43.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">49.1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-5.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">22.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.4</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">36.8</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">20.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">14.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">21.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-8.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">49.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-19.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">35.1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-11.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">21</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">9.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">22</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">18.1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">23</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">11.9</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">24</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">62.2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">25</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.4</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">26</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">24.3</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">W</span><span class="p">[</span><span class="mi">27</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">60.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">sp_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;sp&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">herc_or</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">herc_or</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;herc&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;ordered&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">mt_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;mt&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">picr_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">picr_eq</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="s">&quot;picr&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">usp_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
+<span class="w">    </span><span class="n">em_data</span><span class="w"> </span><span class="n">qnd_eq</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">get_em_data</span><span class="p">(</span><span class="w">		</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="n">len_ox</span><span class="p">,</span><span class="w"></span>
 <span class="w">    										</span><span class="n">z_b</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
-<span class="w">    										</span><span class="s">&quot;usp&quot;</span><span class="p">,</span><span class="w"> </span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">,</span><span class="w"></span>
+<span class="w">											</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
+<span class="w">    										</span><span class="s">&quot;qnd&quot;</span><span class="p">,</span><span class="w"> </span>
 <span class="w">    										</span><span class="s">&quot;equilibrium&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.005763</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.005763</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.6</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.005763</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.005763</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">-0.005763</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">herc_or</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">23.6</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="mf">0.005763</span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.3</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">picr_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">usp_eq</span><span class="p">.</span><span class="n">gb</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 		</span><span class="o">=</span><span class="w"> </span><span class="n">qnd_eq</span><span class="p">.</span><span class="n">gb</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">30.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
@@ -8345,7 +4065,7 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">picr_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">usp_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">qnd_eq</span><span class="p">.</span><span class="n">ElShearMod</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">sp_or</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
@@ -8355,7 +4075,7 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">mt_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">picr_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">usp_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="w"> 	</span><span class="o">=</span><span class="w"> </span><span class="n">qnd_eq</span><span class="p">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -8369,7 +4089,7 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">+</span><span class="n">eps</span><span class="p">;</span><span class="w">  </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w"></span>
-
+<span class="w">    </span>
 <span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"> </span>
 <span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">z_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
@@ -9330,149 +5050,6 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">					   </span>
 <span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">	</span><span class="cm">/* Associate the right solid-solution data */</span><span class="w"></span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">FD</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">FD</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">n_Diff</span><span class="p">;</span><span class="w"> </span><span class="n">FD</span><span class="o">++</span><span class="p">){</span><span class="w">				</span><span class="cm">/* cycle twice in order to get gb_P_eps to calculate densities later on */</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">FD</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">8</span><span class="w"> </span><span class="o">||</span><span class="w"> </span><span class="n">FD</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">9</span><span class="p">){</span><span class="w">				</span><span class="c1">// dG/dP0 to get Volume at P = 1bar</span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">+</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">gb_P_eps</span><span class="o">*</span><span class="n">gv</span><span class="p">.</span><span class="n">pdev</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">FD</span><span class="p">];</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">gb_T_eps</span><span class="o">*</span><span class="n">gv</span><span class="p">.</span><span class="n">pdev</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">FD</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">gb_P_eps</span><span class="o">*</span><span class="n">gv</span><span class="p">.</span><span class="n">pdev</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">FD</span><span class="p">];</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">gb_T_eps</span><span class="o">*</span><span class="n">gv</span><span class="p">.</span><span class="n">pdev</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">FD</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_bi_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_cd_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_cpx_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w">	</span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="c1">// if no h2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ep_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_fl_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w">		</span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_g_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_hb_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w">	</span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="c1">// if no TiO2, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ilm_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="cm">/* turn of liquid when T &lt; 600°C) */</span><span class="w"></span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">min_melt_T</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_liq_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;mu&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_mu_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w">	</span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ol_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_opx_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;pl4T&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_pl4T_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w">	</span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_spn_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w">	</span>
-<span class="w">		</span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">mu_array</span><span class="p">[</span><span class="n">FD</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="n">j</span><span class="p">];</span><span class="w"></span>
-<span class="w">			</span><span class="c1">// printf(&quot; %+10.10f&quot;,SS_ref_db.gbase[j]);</span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="c1">// printf(&quot;\n&quot;);</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="cm">/* Calculate the number of atoms in the bulk-rock composition */</span><span class="w"></span>
-<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">fbc</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">fbc</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">apo</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="cm">/* get the numer of atoms per endmember, needed to update normalization factor for liquid */</span><span class="w"></span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">apo</span><span class="p">[</span><span class="n">j</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">fbc</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">fbc</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">verbose</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">1</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot; %4s:&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">		</span><span class="cm">/* display Gibbs free energy of reference? */</span><span class="w"></span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot; %+12.5f&quot;</span><span class="p">,</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="n">j</span><span class="p">]);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="mi">1</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">1</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="cm">/* display molar composition */</span><span class="w"></span>
-<span class="w">            </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s"> S   A   C   M   F   K   N   T   O   Cr  H</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">			</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">					</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot; %.1f&quot;</span><span class="p">,</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]);</span><span class="w"></span>
-<span class="w">				</span><span class="p">}</span><span class="w"></span>
-<span class="w">				</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">			</span><span class="p">}</span><span class="w"></span>
-<span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_EM_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_igd_EM_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">  checks if it can satisfy the mass constraint</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_EM_function</span><span class="p">(</span><span class="w">	</span><span class="n">global_variable</span><span class="w"> 	 </span><span class="n">gv</span><span class="p">,</span><span class="w"></span>
-<span class="w">								</span><span class="n">SS_ref</span><span class="w"> 				 </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span>
-<span class="w">								</span><span class="kt">int</span><span class="w"> 				 </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">								</span><span class="n">bulk_info</span><span class="w"> 	 		 </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span>
-<span class="w">								</span><span class="kt">char</span><span class="w">   				</span><span class="o">*</span><span class="n">name</span><span class="w">				</span><span class="p">){</span><span class="w"></span>
-<span class="w">									  </span>
-<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="w"> 		   	</span><span class="o">=</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">bnd_val</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w"> 			</span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w"> 			</span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">;</span><span class="w">	</span>
-<span class="w">					   </span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-
 <span class="w">    </span><span class="cm">/* Associate the right solid-solution data */</span><span class="w"></span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">FD</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">FD</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">n_Diff</span><span class="p">;</span><span class="w"> </span><span class="n">FD</span><span class="o">++</span><span class="p">){</span><span class="w">				</span><span class="cm">/* cycle twice in order to get gb_P_eps to calculate densities later on */</span><span class="w"></span>
 <span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">FD</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">8</span><span class="w"> </span><span class="o">||</span><span class="w"> </span><span class="n">FD</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">9</span><span class="p">){</span><span class="w">				</span><span class="c1">// dG/dP0 to get Volume at P = 1bar</span>
@@ -9484,50 +5061,52 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="w">            </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">gb_T_eps</span><span class="o">*</span><span class="n">gv</span><span class="p">.</span><span class="n">pdev</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">FD</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="p">}</span><span class="w"></span>
 <span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_liq_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_liq_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
 <span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">min_melt_T</span><span class="p">){</span><span class="w"></span>
 <span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
 <span class="w">			</span><span class="p">}}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_fl_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_fl_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
 <span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
 <span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
 <span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
 <span class="w">			</span><span class="p">}}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_fsp_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;pl4T&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_pl4T_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);}</span><span class="w"></span>
+<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fper&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_fper_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_spn_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_spn_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_g_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_g_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_ol_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ol_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_opx_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_opx_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_cpx_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_cpx_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_ilm_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ilm_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_hb_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_hb_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
 <span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
 <span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
 <span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
 <span class="w">			</span><span class="p">}}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_bi_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_bi_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
 <span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
 <span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
 <span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
 <span class="w">			</span><span class="p">}}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_ep_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ep_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
 <span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
 <span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
 <span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
 <span class="w">			</span><span class="p">}}</span><span class="w"></span>
 <span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_cd_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
+<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_cd_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
 <span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
 <span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
 <span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
@@ -9588,142 +5167,6 @@ <h1>Source code for gss_function.c</h1><div class="highlight"><pre>
 <span class="p">};</span><span class="w"></span></div>
 
 
-
-<div class="viewcode-block" id="c.G_SS_alk_EM_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_alk_EM_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">  checks if it can satisfy the mass constraint</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_EM_function</span><span class="p">(</span><span class="w">	</span><span class="n">global_variable</span><span class="w"> 	 </span><span class="n">gv</span><span class="p">,</span><span class="w"></span>
-<span class="w">								</span><span class="n">SS_ref</span><span class="w"> 				 </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span>
-<span class="w">								</span><span class="kt">int</span><span class="w"> 				 </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">								</span><span class="n">bulk_info</span><span class="w"> 	 		 </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span>
-<span class="w">								</span><span class="kt">char</span><span class="w">   				</span><span class="o">*</span><span class="n">name</span><span class="w">				</span><span class="p">){</span><span class="w"></span>
-<span class="w">									  </span>
-<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="w"> 		   	</span><span class="o">=</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">bnd_val</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w"> 			</span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w"> 			</span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="p">;</span><span class="w">	</span>
-<span class="w">					   </span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">   </span><span class="cm">/* Associate the right solid-solution data */</span><span class="w"></span>
-<span class="w">   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">FD</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">FD</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">n_Diff</span><span class="p">;</span><span class="w"> </span><span class="n">FD</span><span class="o">++</span><span class="p">){</span><span class="w">				</span><span class="cm">/* cycle twice in order to get gb_P_eps to calculate densities later on */</span><span class="w"></span>
-<span class="w">      </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">FD</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">8</span><span class="w"> </span><span class="o">||</span><span class="w"> </span><span class="n">FD</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">9</span><span class="p">){</span><span class="w">				</span><span class="c1">// dG/dP0 to get Volume at P = 1bar</span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">+</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">gb_P_eps</span><span class="o">*</span><span class="n">gv</span><span class="p">.</span><span class="n">pdev</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">FD</span><span class="p">];</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">gb_T_eps</span><span class="o">*</span><span class="n">gv</span><span class="p">.</span><span class="n">pdev</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">FD</span><span class="p">];</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">P</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">P</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">gb_P_eps</span><span class="o">*</span><span class="n">gv</span><span class="p">.</span><span class="n">pdev</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">FD</span><span class="p">];</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">T</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">gb_T_eps</span><span class="o">*</span><span class="n">gv</span><span class="p">.</span><span class="n">pdev</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">FD</span><span class="p">];</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_liq_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_fl_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
-<span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_fsp_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_spn_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_g_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	    </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_ol_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_opx_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">limitCaOpx</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">1</span><span class="p">){</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">-</span><span class="n">eps</span><span class="p">;</span><span class="w">                      </span><span class="p">}}</span><span class="w">  </span><span class="cm">/* add-hoc correction to limit the stability of Ca-rich orthopyroxene */</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_cpx_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_ilm_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ness&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_ness_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;lct&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_lct_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;kals&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_kals_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;mel&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_mel_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_hb_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
-<span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_bi_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
-<span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_ep_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
-<span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_cd_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">,</span><span class="w"> </span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
-<span class="w">			</span><span class="c1">// if no H2O, deactivate</span>
-<span class="w">			</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">gv</span><span class="p">.</span><span class="n">H2O_id</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ss_flags</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">			</span><span class="p">}}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">         </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">      </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">mu_array</span><span class="p">[</span><span class="n">FD</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="n">j</span><span class="p">];</span><span class="w"></span>
-<span class="w">         </span><span class="c1">// printf(&quot; %+10.10f&quot;,SS_ref_db.gbase[j]);</span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">   </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">bounds_ref</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="cm">/* Calculate the number of atoms in the bulk-rock composition */</span><span class="w"></span>
-<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">fbc</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">fbc</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">bulk_rock</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">apo</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="cm">/* get the numer of atoms per endmember, needed to update normalization factor for liquid */</span><span class="w"></span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="o">*</span><span class="n">z_b</span><span class="p">.</span><span class="n">apo</span><span class="p">[</span><span class="n">j</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">fbc</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">fbc</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">verbose</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">1</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot; %4s:&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">		</span><span class="cm">/* display Gibbs free energy of reference? */</span><span class="w"></span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot; %+12.5f&quot;</span><span class="p">,</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">gbase</span><span class="p">[</span><span class="n">j</span><span class="p">]);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="mi">1</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">1</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="cm">/* display molar composition */</span><span class="w"></span>
-<span class="w">            </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s"> S   A   C   M   F   K   N   T   O   Cr  H  </span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">			</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ox</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">					</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot; %.1f&quot;</span><span class="p">,</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">Comp</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]);</span><span class="w"></span>
-<span class="w">				</span><span class="p">}</span><span class="w"></span>
-<span class="w">				</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">			</span><span class="p">}</span><span class="w"></span>
-<span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
 <div class="viewcode-block" id="c.G_SS_mp_EM_function"><a class="viewcode-back" href="../src/gss_function.html#c.G_SS_mp_EM_function">[docs]</a><span class="cm">/**</span>
 <span class="cm">  checks if it can satisfy the mass constraint</span>
 <span class="cm">*/</span><span class="w"></span>
diff --git a/docs/_modules/gss_init_function.c.html b/docs/_modules/gss_init_function.c.html
index e317ce29..77a34067 100644
--- a/docs/_modules/gss_init_function.c.html
+++ b/docs/_modules/gss_init_function.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -395,518 +404,6 @@ <h1>Source code for gss_init_function.c</h1><div class="highlight"><pre>
 
 
 
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/*******************IGNEOUS ALKALINE DATABASE (Weller et al., 2023)********************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-
-<div class="viewcode-block" id="c.G_SS_alk_liq_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_liq_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_liq_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">21</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">15</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">15</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">105</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">14</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_fl_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_fl_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for fl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_fl_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_fsp_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_fsp_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for fsp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_fsp_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_spn_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_spn_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_spn_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">28</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_g_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_g_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_g_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">15</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_ol_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_ol_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_ol_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_opx_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_opx_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_opx_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">12</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">36</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_cpx_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_cpx_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_cpx_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">13</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">45</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_ilm_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_ilm_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_ilm_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_ness_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_ness_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for ness</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_ness_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">15</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_lct_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_lct_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for lct</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_lct_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_kals_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_kals_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for kals</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_kals_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_mel_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_mel_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for mel</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_mel_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_hb_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_hb_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for hb</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_hb_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">18</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">11</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">11</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">55</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_bi_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_bi_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_bi_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">11</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">15</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_ep_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_ep_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_ep_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_alk_cd_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_alk_cd_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for cd</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_alk_cd_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/*********************IGNEOUS DRY DATABASE (Green et al., 2023)************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-
-<div class="viewcode-block" id="c.G_SS_igd_liq_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_liq_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_liq_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">21</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">15</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">15</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">105</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">14</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_fl_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_fl_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for fl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_fl_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_fsp_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_fsp_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for fsp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_fsp_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_spn_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_spn_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_spn_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">28</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">7</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_g_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_g_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_g_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">15</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_ol_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_ol_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_ol_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_opx_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_opx_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_opx_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">12</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">36</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_cpx_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_cpx_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_cpx_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">13</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">45</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">9</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_ilm_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_ilm_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_ilm_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_hb_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_hb_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for hb</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_hb_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">18</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">11</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">11</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">55</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_bi_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_bi_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_bi_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">11</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">15</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_ep_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_ep_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_ep_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.G_SS_igd_cd_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_igd_cd_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">    allocate memory for cd</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_igd_cd_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-
 
 <span class="cm">/**************************************************************************************/</span><span class="w"></span>
 <span class="cm">/**************************************************************************************/</span><span class="w"></span>
@@ -1178,11 +675,26 @@ <h1>Source code for gss_init_function.c</h1><div class="highlight"><pre>
 
 
 
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
+<div class="viewcode-block" id="c.G_SS_ig_fper_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_ig_fper_init_function">[docs]</a><span class="cm">/**************************************************************************************/</span><span class="w"></span>
 <span class="cm">/**************************************************************************************/</span><span class="w"></span>
 <span class="cm">/*********************IGNEOUS DATABASE (Holland et al., 2018)**************************/</span><span class="w"></span>
 <span class="cm">/**************************************************************************************/</span><span class="w"></span>
 <span class="cm">/**************************************************************************************/</span><span class="w"></span>
+<span class="cm">/**</span>
+<span class="cm">    allocate memory for fper</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_ig_fper_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="p">}</span><span class="w"></span></div>
 
 <div class="viewcode-block" id="c.G_SS_ig_bi_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_ig_bi_init_function">[docs]</a><span class="cm">/** </span>
 <span class="cm">  allocate memory for biotite</span>
@@ -1306,13 +818,13 @@ <h1>Source code for gss_init_function.c</h1><div class="highlight"><pre>
 <span class="cm">*/</span><span class="w"></span>
 <span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_ig_ilm_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">8</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">4</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w">	</span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w">							  					  </span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">2</span><span class="p">;</span><span class="w"> </span>
+<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
@@ -1335,23 +847,6 @@ <h1>Source code for gss_init_function.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.G_SS_ig_mu_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_ig_mu_init_function">[docs]</a><span class="cm">/** </span>
-<span class="cm">  allocate memory for muscovite</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="n">SS_ref</span><span class="w"> </span><span class="nf">G_SS_ig_mu_init_function</span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">global_variable</span><span class="w"> </span><span class="n">gv</span><span class="p">){</span><span class="w">		</span>
-
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">is_liq</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">symmetry</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w">						  					  </span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_sf</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">10</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_em</span><span class="w">       </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_v</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="mi">6</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_w</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="mi">15</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">CstFactor</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
 <div class="viewcode-block" id="c.G_SS_ig_ol_init_function"><a class="viewcode-back" href="../src/gss_init_function.html#c.G_SS_ig_ol_init_function">[docs]</a><span class="cm">/** </span>
 <span class="cm">  allocate memory for olivine</span>
 <span class="cm">*/</span><span class="w"></span>
@@ -1666,108 +1161,38 @@ <h1>Source code for gss_init_function.c</h1><div class="highlight"><pre>
 <span class="w">		</span><span class="p">}</span><span class="w">	</span>
 <span class="w">	</span><span class="p">}</span><span class="w">							  </span>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">2</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w">	 </span><span class="c1">//&quot;bi&quot;,&quot;cd&quot;,&quot;cpx&quot;,&quot;ep&quot;,&quot;fl&quot;,&quot;g&quot;,&quot;hb&quot;,&quot;ilm&quot;,&quot;liq&quot;,&quot;mu&quot;,&quot;ol&quot;,&quot;opx&quot;,&quot;pl4T&quot;,&quot;spn&quot;	</span>
-<span class="w">		</span><span class="k">if</span><span class="w">      </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_bi_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_cd_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_cpx_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 	</span><span class="p">}</span><span class="w">	</span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ep_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_fl_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 		</span><span class="p">}</span><span class="w">		</span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w">   </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_g_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_hb_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 		</span><span class="p">}</span><span class="w">	</span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ilm_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_liq_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;mu&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_mu_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 		</span><span class="p">}</span><span class="w">	</span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ol_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_opx_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;pl4T&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_pl4T_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 	</span><span class="p">}</span><span class="w">	</span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_spn_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 	</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database, cannot be initiated</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">name</span><span class="p">);</span><span class="w">	</span>
-<span class="w">		</span><span class="p">}</span><span class="w">	</span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_liq_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_liq_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_fl_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_fsp_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_fl_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;pl4T&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_pl4T_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_spn_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_spn_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_g_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_g_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_ol_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ol_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_opx_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_opx_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_cpx_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_cpx_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_ilm_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ilm_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_hb_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_hb_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_bi_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_bi_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fper&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_fper_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_ep_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_ep_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_cd_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_ig_cd_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="p">{</span><span class="w"></span>
 <span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database, cannot be initiated</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">name</span><span class="p">);</span><span class="w">	</span>
 <span class="w">		</span><span class="p">}</span><span class="w">	</span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_liq_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_fl_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_fsp_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_spn_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_g_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_ol_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_opx_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_cpx_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_ilm_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ness&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_ness_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;lct&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_lct_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;kals&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_kals_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;mel&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_mel_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_hb_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_bi_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_ep_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_cd_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">            </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
 <span class="w">		</span><span class="k">if</span><span class="w">      </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fluid&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">SS_ref_db</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_um_fluid_init_function</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">);</span><span class="w"> 	</span><span class="p">}</span><span class="w"></span>
diff --git a/docs/_modules/io_function.c.html b/docs/_modules/io_function.c.html
index d5e035ee..072f280c 100644
--- a/docs/_modules/io_function.c.html
+++ b/docs/_modules/io_function.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/_modules/objective_functions.c.html b/docs/_modules/objective_functions.c.html
index b48364c7..c1c8e16f 100644
--- a/docs/_modules/objective_functions.c.html
+++ b/docs/_modules/objective_functions.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -1631,4246 +1640,167 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="p">}</span><span class="w"></span></div>
 
 
+<div class="viewcode-block" id="c.dpdx_mp_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_liq">[docs]</a><span class="cm">/**************************************************************************************/</span><span class="w"></span>
 <span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/********************IGNEOUS ALKALINE DATABASE (Weller et al., 2023)*******************/</span><span class="w"></span>
+<span class="cm">/*********************METAPELITE DATABASE (White et al., 2014)*************************/</span><span class="w"></span>
 <span class="cm">/**************************************************************************************/</span><span class="w"></span>
 <span class="cm">/**************************************************************************************/</span><span class="w"></span>
-
-
-<div class="viewcode-block" id="c.p2x_alk_ness"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_ness">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember to xeos for ness</span>
+<span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of liq_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_ness</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_liq</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">0.333333333333333</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.p2x_alk_kals"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_kals">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember to xeos for kals</span>
+
+<div class="viewcode-block" id="c.dpdx_mp_pl4tr"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_pl4tr">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of pl4tr_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_kals</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_pl4tr</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.p2x_alk_lct"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_lct">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember to xeos for lct</span>
+
+<div class="viewcode-block" id="c.dpdx_mp_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_bi">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of bi_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_lct</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_bi</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.p2x_alk_mel"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_mel">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember to xeos for mel</span>
+
+
+<div class="viewcode-block" id="c.dpdx_mp_g"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_g">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of g_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_mel</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_g</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.p2x_alk_fl"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_fl">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember to xeos for fl</span>
+
+
+<div class="viewcode-block" id="c.dpdx_mp_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_ep">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of ep_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_fl</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_ep</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.p2x_alk_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember to xeos for liq</span>
+<div class="viewcode-block" id="c.dpdx_mp_ma"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_ma">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of ma_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_liq</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_ma</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">11</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">12</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">13</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.p2x_alk_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_bi">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (biotite)</span>
+<div class="viewcode-block" id="c.dpdx_mp_mu"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_mu">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of mu_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_bi</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_mu</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="mf">-2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="mf">-3.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="p">(</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="mf">-2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="mf">-3.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="p">}</span><span class="w"></span></div>
 
+<div class="viewcode-block" id="c.dpdx_mp_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_opx">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of opx_mp</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_opx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.p2x_alk_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_cd">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (cordierite)</span>
+<div class="viewcode-block" id="c.dpdx_mp_sa"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_sa">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of sa_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_cd</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_sa</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.p2x_alk_cpx"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_cpx">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (clinopyroxene)</span>
+<div class="viewcode-block" id="c.dpdx_mp_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_cd">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of cd_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_cpx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w">	</span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">((</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="o">/</span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">	</span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_cd</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.p2x_alk_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_ep">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (epidote)</span>
+<div class="viewcode-block" id="c.dpdx_mp_st"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_st">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of st_mp</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_ep</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_alk_g"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_g">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (garnet)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_g</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="mf">-1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="mf">-1.0</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_alk_hb"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_hb">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (hornblende)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_hb</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">-3.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">-0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="mi">-2</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mi">2</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="o">/</span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">-3.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">-0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="mf">-3.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="mf">-0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">))</span><span class="o">/</span><span class="p">(</span><span class="mf">-0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_alk_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_ilm">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (ilm)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="cm">/** DEPRECATED */</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_ilm</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_alk_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_ol">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (olivine)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_ol</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">2.0</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">*</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">2.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_alk_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_opx">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (orthopyroxene)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_opx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">))</span><span class="o">/</span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_alk_fsp"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_fsp">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (plagioclase)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_fsp</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_alk_spn"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_alk_spn">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (spinel)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_alk_spn</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-
-<div class="viewcode-block" id="c.dpdx_alk_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_liq</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_fl"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_fl">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of fl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_fl</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_fsp"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_fsp">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of fsp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_fsp</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_spn"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_spn">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_spn</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_g"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_g">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_g</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_ol">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_ol</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_opx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_opx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_cpx"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_cpx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_cpx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_ilm">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_ilm</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_ness"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_ness">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of ness</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_ness</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.750</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.250</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_lct"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_lct">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of lct</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_lct</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_kals"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_kals">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of kals</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_kals</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_mel"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_mel">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of mel</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_mel</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_hb"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_hb">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of hb</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_hb</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.500</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.50</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.50</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.50</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.50</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_bi">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_bi</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_ep">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_ep</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_alk_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_alk_cd">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of cd</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_alk_cd</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_liq</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-1.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_fl"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_fl">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of fl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_fl</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_fsp"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_fsp">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of fsp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_fsp</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_spn"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_spn">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_spn</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_g"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_g">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_g</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_ol">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_ol</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_opx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_opx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_cpx"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_cpx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_cpx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_ilm">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_ilm</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_ness"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_ness">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of ness</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_ness</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_lct"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_lct">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of lct</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_lct</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_kals"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_kals">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of kals</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_kals</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_mel"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_mel">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of mel</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_mel</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_hb"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_hb">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of hb</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_hb</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_bi">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_bi</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_ep">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_ep</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_alk_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.px_alk_cd">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of cd</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_alk_cd</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_liq</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-1.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">7.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">20</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">20</span><span class="p">],</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">20</span><span class="p">],</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">11</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">12</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">13</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">14</span><span class="p">];</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_fl"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_fl">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of fl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_fl</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_fl</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_fl</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_fsp"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_fsp">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of fsp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_fsp</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_fsp</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.7548</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">0.75</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.7548</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">0.75</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_fsp</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_spn"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_spn">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_spn</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_spn</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_spn</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_g"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_g">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_g</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_g</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">8.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_g</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_ol">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_ol</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_ol</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_ol</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_opx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_opx</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_opx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.8284</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_opx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_cpx"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_cpx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_cpx</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_cpx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.8284</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_cpx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_ilm">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_ilm</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_ilm</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_ilm</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_ness"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_ness">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of ness</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_ness</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_ness</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">3.0792</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">1.5</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">6.75</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_ness</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_lct"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_lct">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of lct</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_lct</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_lct</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_lct</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_kals"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_kals">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of kals</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_kals</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_kals</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_kals</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_mel"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_mel">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of mel</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_mel</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_mel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_mel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_hb"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_hb">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of hb</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_hb</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_hb</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">8.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">8.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_hb</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_bi">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_bi</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_ep">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_ep</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_ep</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_ep</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_alk_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_alk_cd">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of cd</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_alk_cd</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_alk_cd</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_alk_cd</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/*********************IGNEOUS DRY DATABASE (Green et al., 2023)************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-
-<div class="viewcode-block" id="c.dpdx_igd_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_liq</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">12</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">13</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">14</span><span class="p">][</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_fl"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_fl">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of fl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_fl</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_fsp"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_fsp">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of fsp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_fsp</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_spn"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_spn">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_spn</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_g"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_g">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_g</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_ol">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_ol</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_opx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_opx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_cpx"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_cpx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_cpx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_ilm">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_ilm</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_hb"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_hb">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of hb</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_hb</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.50</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.5</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.5</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.5</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.5</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_bi">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_bi</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_ep">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_ep</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_igd_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_igd_cd">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of cd</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_igd_cd</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_liq</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_fl"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_fl">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of fl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_fl</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_fsp"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_fsp">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of fsp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_fsp</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_spn"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_spn">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_spn</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_g"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_g">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_g</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_ol">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_ol</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_opx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_opx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_cpx"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_cpx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_cpx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_ilm">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_ilm</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_hb"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_hb">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of hb</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_hb</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_bi">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_bi</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_ep">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_ep</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_igd_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.px_igd_cd">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of cd</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_igd_cd</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-
-
-<div class="viewcode-block" id="c.p2x_igd_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_bi">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (biotite)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_bi</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="mf">-2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="mf">-3.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="p">(</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="mf">-2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="mf">-3.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]);</span><span class="w"></span>
-
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_igd_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_cd">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (cordierite)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_cd</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_igd_cpx"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_cpx">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (clinopyroxene)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_cpx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w">	</span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">((</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="o">/</span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="p">;</span><span class="w">	</span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w">	</span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_igd_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_ep">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (epidote)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_ep</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_igd_fl"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_fl">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (fluid)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_fl</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_igd_g"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_g">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (garnet)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_g</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="mf">-1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="mf">-1.0</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_igd_hb"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_hb">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (hornblende)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_hb</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">-3.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">-0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="mi">-2</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mi">2</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="o">/</span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">-3.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">-0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="mf">-3.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="mf">-0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="p">))</span><span class="o">/</span><span class="p">(</span><span class="mf">-0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_igd_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_ilm">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (ilm)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="cm">/** DEPRECATED */</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_ilm</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.p2x_igd_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember to xeos for liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_liq</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">11</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">12</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">13</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mf">4.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">4.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mf">4.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mi">4</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mi">4</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">4.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">-6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mi">4</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">3.</span><span class="o">*</span><span class="p">(</span><span class="mf">-2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">4.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">4.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">4.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">6.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">6.</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-
-
-<div class="viewcode-block" id="c.p2x_igd_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_ol">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (olivine)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_ol</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">2.0</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">*</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">2.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_igd_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_opx">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (orthopyroxene)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_opx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">))</span><span class="o">/</span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]);</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_igd_fsp"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_fsp">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (plagioclase)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_fsp</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_igd_spn"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_igd_spn">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (spinel)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_igd_spn</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.obj_igd_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of liq</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_liq</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">6.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">19</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">20</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">18</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">20</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">20</span><span class="p">],</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">20</span><span class="p">],</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">11</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">12</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">13</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">14</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_fl"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_fl">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of fl</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_fl</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_fl</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_fl</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_fsp"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_fsp">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of fsp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_fsp</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_fsp</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.7548</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">0.75</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.7548</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">0.75</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_fsp</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_spn"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_spn">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of spn</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_spn</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_spn</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_spn</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_g"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_g">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of g</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_g</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_g</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">8.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_g</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_ol">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of ol</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_ol</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_ol</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_ol</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_opx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of opx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_opx</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_opx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.8284</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_opx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_cpx"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_cpx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of cpx</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_cpx</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_cpx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.8284</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_cpx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_ilm">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_ilm</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_ilm</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_ilm</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_hb"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_hb">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of hb</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_hb</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_hb</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">8.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">8.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_hb</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_bi">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of bi</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_bi</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_ep">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of ep</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_ep</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_ep</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_ep</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
-<div class="viewcode-block" id="c.obj_igd_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_igd_cd">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of cd</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_igd_cd</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_igd_cd</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_igd_cd</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-
-
-<div class="viewcode-block" id="c.dpdx_mp_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_liq">[docs]</a><span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/*********************METAPELITE DATABASE (White et al., 2014)*************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of liq_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_liq</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_mp_pl4tr"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_pl4tr">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of pl4tr_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_pl4tr</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-<div class="viewcode-block" id="c.dpdx_mp_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_bi">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of bi_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_bi</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-
-<div class="viewcode-block" id="c.dpdx_mp_g"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_g">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of g_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_g</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-
-
-<div class="viewcode-block" id="c.dpdx_mp_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_ep">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of ep_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_ep</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.dpdx_mp_ma"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_ma">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of ma_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_ma</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.dpdx_mp_mu"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_mu">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of mu_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_mu</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.dpdx_mp_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_opx">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of opx_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_opx</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.dpdx_mp_sa"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_sa">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of sa_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_sa</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.25</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.dpdx_mp_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_cd">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of cd_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_cd</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.dpdx_mp_st"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_mp_st">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of st_mp</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_st</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_mp_st</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
 
 <span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-4.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w">      </span>
 <span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
@@ -7376,19 +3306,33 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
 <span class="w">        </span><span class="p">}</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
+<span class="p">}</span><span class="w"></span></div>
+<div class="viewcode-block" id="c.p2x_ig_fper"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_ig_fper">[docs]</a><span class="cm">/**************************************************************************************/</span><span class="w"></span>
+<span class="cm">/**************************************************************************************/</span><span class="w"></span>
+<span class="cm">/*********************IGNEOUS DATABASE (Holland et al., 2018)**************************/</span><span class="w"></span>
+<span class="cm">/**************************************************************************************/</span><span class="w"></span>
+<span class="cm">/**************************************************************************************/</span><span class="w"></span>
+<span class="cm">/**</span>
+<span class="cm">    Endmember to xeos for fper_S11</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_ig_fper</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
+<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="p">}</span><span class="w"></span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
+<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="p">}</span><span class="w"></span>
+<span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/*********************IGNEOUS DATABASE (Holland et al., 2018)**************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
-<span class="cm">/**************************************************************************************/</span><span class="w"></span>
 
-<div class="viewcode-block" id="c.p2x_ig_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_ig_bi">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (biotite)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_ig_bi</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
+<div class="viewcode-block" id="c.p2x_ig_bi"><span class="kt">void</span><span class="w"> </span><span class="nf">p2x_ig_bi</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
 <span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
 <span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="mf">-2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="mf">-3.0</span><span class="p">);</span><span class="w"></span>
@@ -7499,6 +3443,9 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
 <span class="w">	</span>
 <span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
 <span class="w">		</span>
 <span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
@@ -7606,30 +3553,9 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mf">1.0</span><span class="o">+</span><span class="mf">3.</span><span class="o">/</span><span class="mf">4.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]);</span><span class="w"></span>
 <span class="w">		</span>
 <span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
-<span class="w">		</span>
-<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-
-<div class="viewcode-block" id="c.p2x_ig_mu"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_ig_mu">[docs]</a><span class="cm">/** </span>
-<span class="cm">  endmembers to xeos (muscovite)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">p2x_ig_mu</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="mi">1</span><span class="o">-</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]));</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-
-<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
 <span class="w">		</span>
 <span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
@@ -7713,25 +3639,33 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="cm">  endmembers to xeos (spinel)</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">void</span><span class="w"> </span><span class="nf">p2x_ig_spn</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">eps</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">2.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
-<span class="w">            </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">3.</span><span class="o">/</span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">3.</span><span class="o">/</span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">((</span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">))</span><span class="o">/</span><span class="mf">2.</span><span class="o">*</span><span class="p">(</span><span class="mf">1.0</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">((</span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">))</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.</span><span class="o">/</span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.</span><span class="o">/</span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.</span><span class="o">/</span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">((</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="o">*</span><span class="p">(</span><span class="mf">1.</span><span class="o">/</span><span class="mf">2.</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">2.</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]);</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">z_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mf">0.0</span><span class="p">){</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">eps</span><span class="p">;}</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">]){</span><span class="w"></span>
+<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">]){</span><span class="w"></span>
+<span class="w">			</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">iguess</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">bounds</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
+
 <div class="viewcode-block" id="c.p2x_mp_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.p2x_mp_bi">[docs]</a><span class="cm">/**</span>
 <span class="cm">    Endmember to xeos for bi_mp</span>
 <span class="cm">*/</span><span class="w"></span>
@@ -8072,6 +4006,17 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
 
+<div class="viewcode-block" id="c.dpdx_ig_fper"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_ig_fper">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Update dpdx matrix of fper_S11</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_ig_fper</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="p">}</span><span class="w"></span></div>
+
 <div class="viewcode-block" id="c.dpdx_ig_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_ig_bi">[docs]</a><span class="cm">/** </span>
 <span class="cm">  update dpdpx matrix (biotite)</span>
 <span class="cm">*/</span><span class="w"></span>
@@ -8139,20 +4084,19 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.00</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.00</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-
 <div class="viewcode-block" id="c.dpdx_ig_g"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_ig_g">[docs]</a><span class="cm">/** </span>
 <span class="cm">  update dpdpx matrix (garnet)</span>
 <span class="cm">*/</span><span class="w"></span>
@@ -8188,55 +4132,37 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
-
-<div class="viewcode-block" id="c.dpdx_ig_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_ig_ilm">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of ilm</span>
+<div class="viewcode-block" id="c.dpdx_ig_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_ig_ilm">[docs]</a><span class="cm">/** </span>
+<span class="cm">  update dpdpx matrix (ilm)</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_ig_ilm</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">          </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">          </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">   </span>
 <span class="p">}</span><span class="w"></span></div>
 
-
-<div class="viewcode-block" id="c.dpdx_ig_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_ig_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Update dpdx matrix of liqHw</span>
+<div class="viewcode-block" id="c.dpdx_ig_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_ig_liq">[docs]</a><span class="cm">/** </span>
+<span class="cm">  update dpdpx matrix (liquid)</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_ig_liq</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">9</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
 <span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">10</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="p">}</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.dpdx_ig_mu"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_ig_mu">[docs]</a><span class="cm">/** </span>
-<span class="cm">  update dpdpx matrix (muscovite)</span>
-<span class="cm">*/</span><span class="w"> </span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_ig_mu</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">11</span><span class="p">][</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span>
 <span class="p">}</span><span class="w"></span></div>
 
 <div class="viewcode-block" id="c.dpdx_ig_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.dpdx_ig_ol">[docs]</a><span class="cm">/** </span>
@@ -8287,17 +4213,18 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="cm">  update dpdpx matrix (spinel)</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">void</span><span class="w"> </span><span class="nf">dpdx_ig_spn</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
-<span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">      </span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">        </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         					</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="p">;</span><span class="w">        </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">        </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">       </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">     </span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">     </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         					</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">     </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">     </span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">         	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">        </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">         	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">       </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">     </span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">     </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">      </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">3</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">     </span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         			</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">       </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">         		</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">     </span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         			</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">   </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">    </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">         		</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">5</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w">     </span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         			</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         					</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         			</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">6</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">     </span>
+<span class="w">	</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         			</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">        					</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w">         			</span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">         </span><span class="n">dp_dx</span><span class="p">[</span><span class="mi">7</span><span class="p">][</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w">     </span>
 <span class="p">}</span><span class="w"></span></div>
 
 
@@ -8314,6 +4241,15 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
+<div class="viewcode-block" id="c.px_ig_fper"><a class="viewcode-back" href="../src/objective_functions.html#c.px_ig_fper">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Endmember fraction of fper_S11</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">px_ig_fper</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
+<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="p">}</span><span class="w"></span></div>
 
 <div class="viewcode-block" id="c.px_ig_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.px_ig_cd">[docs]</a><span class="cm">/** </span>
 <span class="cm">  update px matrix (cordierite)</span>
@@ -8361,7 +4297,7 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="kt">void</span><span class="w"> </span><span class="nf">px_ig_fl</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
@@ -8374,7 +4310,6 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
 
-
 <div class="viewcode-block" id="c.px_ig_g"><a class="viewcode-back" href="../src/objective_functions.html#c.px_ig_g">[docs]</a><span class="cm">/** </span>
 <span class="cm">  update px matrix (garnet)</span>
 <span class="cm">*/</span><span class="w"></span>
@@ -8408,51 +4343,35 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.px_ig_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.px_ig_ilm">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of ilm</span>
+<div class="viewcode-block" id="c.px_ig_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.px_ig_ilm">[docs]</a><span class="cm">/** </span>
+<span class="cm">  update px matrix (ilm)</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">void</span><span class="w"> </span><span class="nf">px_ig_ilm</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
 <span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
 
-<span class="w">    </span>
-<div class="viewcode-block" id="c.px_ig_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.px_ig_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Endmember fraction of liqHw</span>
+<div class="viewcode-block" id="c.px_ig_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.px_ig_liq">[docs]</a><span class="cm">/** </span>
+<span class="cm">  update px matrix (liquid)</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">void</span><span class="w"> </span><span class="nf">px_ig_liq</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.px_ig_mu"><a class="viewcode-back" href="../src/objective_functions.html#c.px_ig_mu">[docs]</a><span class="cm">/** </span>
-<span class="cm">  update px matrix (muscovite)</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">px_ig_mu</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">/</span><span class="mf">4.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
 
 <div class="viewcode-block" id="c.px_ig_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.px_ig_ol">[docs]</a><span class="cm">/** </span>
@@ -8499,23 +4418,24 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="cm">  update px matrix (spinel)</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">void</span><span class="w"> </span><span class="nf">px_ig_spn</span><span class="p">(</span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">        </span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
 
+<span class="w">	</span><span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w">  </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w">  </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">p</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">p</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w">  </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">p</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w">  </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">p</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w">  </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.obj_ig_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_bi">[docs]</a><span class="cm">/** </span>
-<span class="cm">  objective function of biotite</span>
+<span class="w">   </span>
+<div class="viewcode-block" id="c.obj_ig_fper"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_fper">[docs]</a><span class="cm">/**</span>
+<span class="cm">    Objective function of fper_S11</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_bi</span><span class="p">(</span><span class="kt">unsigned</span><span class="w">  </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_fper</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
 <span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
@@ -8527,8 +4447,7 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_ig_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">    </span><span class="n">px_ig_fper</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
@@ -8541,25 +4460,11 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">        </span><span class="p">}</span><span class="w"></span>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -8576,7 +4481,7 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
 <span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
 <span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_ig_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">        </span><span class="n">dpdx_ig_fper</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
 <span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -8587,8 +4492,86 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
+<span class="p">}</span><span class="w"></span></div>
+
+
+<div class="viewcode-block" id="c.obj_ig_bi"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_bi">[docs]</a><span class="cm">/** </span>
+<span class="cm">  objective function of biotite</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_bi</span><span class="p">(</span><span class="kt">unsigned</span><span class="w">  </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span>
+<span class="w">	</span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">px_ig_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">				</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
+<span class="w">				</span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
+<span class="w">			</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">])</span><span class="o">*</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">	   </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="n">dpdx_ig_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">		   </span><span class="p">}</span><span class="w"></span>
+<span class="w">		   </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
 
+<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
 <div class="viewcode-block" id="c.obj_ig_cd"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_cd">[docs]</a><span class="cm">/** </span>
 <span class="cm">  objective function of cordierite</span>
 <span class="cm">*/</span><span class="w"></span>
@@ -8661,93 +4644,97 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="cm">  objective function of clinopyroxene</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_cpx</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_ig_cpx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.8284</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">p</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">px_ig_cpx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">				</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
+<span class="w">				</span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
+<span class="w">			</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.8284</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">	   </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_ig_cpx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="n">dpdx_ig_cpx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">		   </span><span class="p">}</span><span class="w"></span>
+<span class="w">		   </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
 
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
 
 <div class="viewcode-block" id="c.obj_ig_ep"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_ep">[docs]</a><span class="cm">/** </span>
 <span class="cm">  objective function of epidote</span>
@@ -8819,172 +4806,179 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="cm">  objective function of fluid</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_fl</span><span class="p">(</span><span class="kt">unsigned</span><span class="w">  </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_ig_fl</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">+</span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">+</span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_ig_fl</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">px_ig_fl</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">				</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
+<span class="w">				</span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
+<span class="w">			</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">	   </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="n">dpdx_ig_fl</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">		   </span><span class="p">}</span><span class="w"></span>
+<span class="w">		   </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
 
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
 
 <div class="viewcode-block" id="c.obj_ig_g"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_g">[docs]</a><span class="cm">/** </span>
 <span class="cm">  objective function of garnet</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_g</span><span class="p">(</span><span class="kt">unsigned</span><span class="w">   </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_ig_g</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">8.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_ig_g</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">px_ig_g</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">				</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
+<span class="w">				</span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
+<span class="w">			</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">8.0</span><span class="o">*</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">	   </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="n">dpdx_ig_g</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">		   </span><span class="p">}</span><span class="w"></span>
+<span class="w">		   </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
 
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
 
 <div class="viewcode-block" id="c.obj_ig_hb"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_hb">[docs]</a><span class="cm">/** </span>
 <span class="cm">  objective function of hornblende</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_hb</span><span class="p">(</span><span class="kt">unsigned</span><span class="w">  </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w">     </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
 <span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
@@ -9035,9 +5029,7 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
+
 <span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">8.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
@@ -9048,7 +5040,7 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">8.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">3.0</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
 <span class="w">    </span>
 <span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -9076,192 +5068,90 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">    </span><span class="p">}</span><span class="w"></span>
 
 <span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">};</span><span class="w"></span></div>
-
+<span class="p">}</span><span class="w"></span></div>
 <span class="w">   </span>
-<div class="viewcode-block" id="c.obj_ig_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_ilm">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of ilm</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_ilm</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_ig_ilm</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_ig_ilm</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">  </span>
+<div class="viewcode-block" id="c.obj_ig_ilm"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_ilm">[docs]</a><span class="cm">/** </span>
+<span class="cm">  objective function of ilmenite</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_ilm</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<span class="w">    </span>
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">   </span>
-<div class="viewcode-block" id="c.obj_ig_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_liq">[docs]</a><span class="cm">/**</span>
-<span class="cm">    Objective function of liqHw</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_liq</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">){</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_ig_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">)</span><span class="o">*</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">);</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">)</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">-4.0</span><span class="p">)</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">11</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">px_ig_ilm</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">				</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
+<span class="w">				</span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
+<span class="w">			</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_ig_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w">   </span></div>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">	   </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
 
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="n">dpdx_ig_ilm</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">		   </span><span class="p">}</span><span class="w"></span>
+<span class="w">		   </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
 
-<div class="viewcode-block" id="c.obj_ig_mu"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_mu">[docs]</a><span class="cm">/** </span>
-<span class="cm">  objective function of muscovite</span>
+<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+<span class="w">   </span>
+<div class="viewcode-block" id="c.obj_ig_liq"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_liq">[docs]</a><span class="cm">/** </span>
+<span class="cm">  objective function of liquid</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_mu</span><span class="p">(</span><span class="kt">unsigned</span><span class="w">  </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+<span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_liq</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
 
 <span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
-
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">muGex</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
@@ -9272,9 +5162,9 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">	</span><span class="n">px_ig_mu</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">px_ig_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">	</span>
 <span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
@@ -9284,33 +5174,48 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
 
 <span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="n">muGex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">		</span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
 <span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">				</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
+<span class="w">				</span><span class="n">muGex</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
 <span class="w">				</span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
 <span class="w">			</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">muGex</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span>
-<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">4.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w">  </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.25</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mf">-3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]);</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-0.75</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">4.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> 					</span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">14</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span><span class="w"> 	</span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">13</span><span class="p">]</span><span class="o">*</span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> 	</span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="o">*</span><span class="w"> </span><span class="p">(</span><span class="mf">1.</span><span class="o">/</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">4.0</span><span class="p">))</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="mf">4.0</span><span class="p">)</span><span class="o">*</span><span class="w"> </span><span class="p">(</span><span class="mf">1.</span><span class="o">/</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">15</span><span class="p">],</span><span class="w"> </span><span class="mf">4.0</span><span class="p">))</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> 					</span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> 			</span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> 			</span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> 					</span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> 					</span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">9</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="o">*</span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">17</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> 					</span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">10</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="w"> </span><span class="n">pow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span><span class="w"> </span><span class="mf">2.0</span><span class="p">)))</span><span class="w"> 										</span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">11</span><span class="p">];</span><span class="w"></span>
 
 <span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -9327,7 +5232,7 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
 <span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">dpdx_ig_mu</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">		</span><span class="n">dpdx_ig_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">		   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">		   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -9340,6 +5245,7 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
+
 <div class="viewcode-block" id="c.obj_ig_ol"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_ol">[docs]</a><span class="cm">/** </span>
 <span class="cm">  objective function of olivine</span>
 <span class="cm">*/</span><span class="w"></span>
@@ -9371,16 +5277,108 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">			</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w">  </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w">  </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w">  </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w">  </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w">  </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w">  </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">	   </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="n">dpdx_ig_ol</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">		   </span><span class="p">}</span><span class="w"></span>
+<span class="w">		   </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
+<span class="p">};</span><span class="w"></span></div>
+
+<div class="viewcode-block" id="c.obj_ig_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_opx">[docs]</a><span class="cm">/** </span>
+<span class="cm">  objective function of orthopyroxene</span>
+<span class="cm">*/</span><span class="w"></span>
+<span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_opx</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+
+
+<span class="w">	</span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">px_ig_opx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">				</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
+<span class="w">				</span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
+<span class="w">			</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.8284</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
 
 <span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -9397,7 +5395,7 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
 <span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
 <span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">		</span><span class="n">dpdx_ig_ol</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">		</span><span class="n">dpdx_ig_opx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">		   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
 <span class="w">		   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -9410,95 +5408,6 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
 <span class="p">};</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.obj_ig_opx"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_opx">[docs]</a><span class="cm">/** </span>
-<span class="cm">  objective function of orthopyroxene</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_opx</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_ig_opx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.8284</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">1.4142</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">cpow</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span><span class="w"> </span><span class="mf">0.25</span><span class="p">)</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">7</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">10</span><span class="p">])</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">8</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_ig_opx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
 
 <div class="viewcode-block" id="c.obj_ig_pl4T"><a class="viewcode-back" href="../src/objective_functions.html#c.obj_ig_pl4T">[docs]</a><span class="cm">/** </span>
 <span class="cm">  objective function of plagioclase 4T</span>
@@ -9582,87 +5491,80 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="cm">  objective function of spinel</span>
 <span class="cm">*/</span><span class="w"></span>
 <span class="kt">double</span><span class="w"> </span><span class="nf">obj_ig_spn</span><span class="p">(</span><span class="kt">unsigned</span><span class="w"> </span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">x</span><span class="p">,</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">grad</span><span class="p">,</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">SS_ref_db</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"></span>
-<span class="w">    </span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">         </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
+<span class="w"> </span>
+<span class="w">	</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="n">d</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">SS_ref</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">int</span><span class="w"> </span><span class="n">n_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">P</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">P</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">T</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">T</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="n">R</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">R</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">        </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">      </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">px_ig_spn</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">gb</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">gb_lvl</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mat_phi</span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu_Gex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu_Gex</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">sf</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sf</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">mu</span><span class="w">     </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mu</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">d_em</span><span class="w">   </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">d_em</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">])</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_v</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">mat_phi</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]</span><span class="o">*</span><span class="mf">2.0</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">+</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">v</span><span class="p">[</span><span class="n">k</span><span class="p">]));</span><span class="w"></span>
-<span class="w">                </span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">5.0</span><span class="o">/</span><span class="mf">6.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">sqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">px_ig_spn</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
 
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="kt">int</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">k</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">				</span><span class="n">mu_Gex</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">-=</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">j</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">eye</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">k</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">k</span><span class="p">])</span><span class="o">*</span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">W</span><span class="p">[</span><span class="n">it</span><span class="p">]);</span><span class="w"></span>
+<span class="w">				</span><span class="n">it</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span><span class="w"></span>
+<span class="w">			</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">-2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">1.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">5.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">/</span><span class="mf">6.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="mf">2.0</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mf">3.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="n">x</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">    </span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span><span class="w">           </span><span class="o">=</span><span class="w"> </span><span class="mf">0.5</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">])</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">2</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">6</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">3</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">4</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">4</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">4</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">7</span><span class="p">])</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">5</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">5</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">5</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">d_em</span><span class="p">[</span><span class="mi">6</span><span class="p">]))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">6</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">6</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="n">mu</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w">          </span><span class="o">=</span><span class="w"> </span><span class="n">R</span><span class="o">*</span><span class="n">T</span><span class="o">*</span><span class="n">creal</span><span class="p">(</span><span class="n">clog</span><span class="p">(</span><span class="mf">2.0</span><span class="o">*</span><span class="n">sf</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">4</span><span class="p">])</span><span class="o">*</span><span class="n">csqrt</span><span class="p">(</span><span class="n">sf</span><span class="p">[</span><span class="mi">9</span><span class="p">])))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">gb</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">mu_Gex</span><span class="p">[</span><span class="mi">7</span><span class="p">];</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
-<span class="w">        </span><span class="n">dpdx_ig_spn</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
-<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">                </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
-<span class="w">            </span><span class="p">}</span><span class="w"></span>
-<span class="w">            </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">	   </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">fbc</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">;</span><span class="w"></span>
 
-<span class="w">    </span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">mu</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">p</span><span class="p">[</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span>
+<span class="w">	</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">grad</span><span class="p">){</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">*</span><span class="n">dfx</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dfx</span><span class="p">;</span><span class="w"></span>
+<span class="w">	</span><span class="kt">double</span><span class="w"> </span><span class="o">**</span><span class="n">dp_dx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">dp_dx</span><span class="p">;</span><span class="w"></span>
+<span class="w">		</span><span class="n">dpdx_ig_spn</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="n">x</span><span class="p">);</span><span class="w"></span>
+<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_xeos</span><span class="p">);</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">		   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0</span><span class="p">;</span><span class="w"></span>
+<span class="w">		   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_em</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
+<span class="w">			   </span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="p">(</span><span class="n">mu</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="p">(</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">ape</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">/</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">sum_apep</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df_raw</span><span class="p">)</span><span class="o">*</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">factor</span><span class="o">*</span><span class="n">dp_dx</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">i</span><span class="p">];</span><span class="w"></span>
+<span class="w">		   </span><span class="p">}</span><span class="w"></span>
+<span class="w">		   </span><span class="n">grad</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">creal</span><span class="p">(</span><span class="n">dfx</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">	</span><span class="p">}</span><span class="w"></span>
+
+<span class="w">	</span><span class="k">return</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">df</span><span class="p">;</span><span class="w"></span>
 <span class="p">}</span><span class="w"></span></div>
 
 <div class="viewcode-block" id="c.P2X"><span class="n">SS_ref</span><span class="w"> </span><span class="nf">P2X</span><span class="p">(</span><span class="w">					</span><span class="n">global_variable</span><span class="w"> 	 </span><span class="n">gv</span><span class="p">,</span><span class="w"></span>
@@ -9730,6 +5632,9 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">		</span><span class="k">if</span><span class="w"> 	</span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">p2x_ig_bi</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fper&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="n">p2x_ig_fper</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">p2x_ig_cd</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
@@ -9753,9 +5658,6 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">p2x_ig_liq</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;mu&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">p2x_ig_mu</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
 <span class="w">		</span><span class="p">}</span><span class="w">	</span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">p2x_ig_ol</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
@@ -9772,108 +5674,7 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">		</span><span class="k">else</span><span class="p">{</span><span class="w"></span>
 <span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w">		</span>
 <span class="w">		</span><span class="p">}</span><span class="w">	</span>
-
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_liq</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_fl</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_fsp</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_spn</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_g</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_ol</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_opx</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_cpx</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_ilm</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_hb</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_bi</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_ep</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_igd_cd</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">            </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_liq</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_fl</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_fsp</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_spn</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_g</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_ol</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_opx</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_cpx</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_ilm</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ness&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_ness</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;lct&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_lct</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;kals&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_kals</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;mel&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_mel</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_hb</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_bi</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_ep</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">p2x_alk_cd</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">            </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="k">if</span><span class="w"> 	</span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fluid&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">p2x_um_fluid</span><span class="p">(</span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">,</span><span class="w"> </span><span class="n">eps</span><span class="p">);</span><span class="w">	</span>
@@ -9984,6 +5785,9 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">		</span><span class="k">if</span><span class="w"> 	</span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> 	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fper&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_fper</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> 	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
+<span class="w">		</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_cd</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> 	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
@@ -10008,9 +5812,6 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;mu&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_mu</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> 	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w">	</span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_ol</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> 	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
@@ -10027,106 +5828,6 @@ <h1>Source code for objective_functions.c</h1><div class="highlight"><pre>
 <span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w">		</span>
 <span class="w">		</span><span class="p">}</span><span class="w">	</span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_fl</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_fsp</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_spn</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_g</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_ol</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_opx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_cpx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_ilm</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_hb</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_ep</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_cd</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">            </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
-<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_liq</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_fl</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_fsp</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_spn</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_g</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ol</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_opx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_cpx</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ilm</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ness&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ness</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;lct&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_lct</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;kals&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_kals</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;mel&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_mel</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_hb</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_bi</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ep</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
-<span class="w">            </span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_cd</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">        </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">            </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="n">name</span><span class="p">);</span><span class="w"></span>
-<span class="w">        </span><span class="p">}</span><span class="w"></span>
-<span class="w">    </span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="k">if</span><span class="w"> 	</span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;fluid&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">G0</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">obj_um_fluid</span><span class="p">(</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">n_xeos</span><span class="p">,</span><span class="w"> </span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">iguess</span><span class="p">,</span><span class="w"> 	</span><span class="n">SS_ref_db</span><span class="p">.</span><span class="n">dfx</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">SS_ref_db</span><span class="p">);</span><span class="w"></span>
diff --git a/docs/_modules/phase_update_function.c.html b/docs/_modules/phase_update_function.c.html
index 94646394..8c3ab9a4 100644
--- a/docs/_modules/phase_update_function.c.html
+++ b/docs/_modules/phase_update_function.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/_modules/pp_min_function.c.html b/docs/_modules/pp_min_function.c.html
index 2fb92986..5267f266 100644
--- a/docs/_modules/pp_min_function.c.html
+++ b/docs/_modules/pp_min_function.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -398,7 +407,7 @@ <h1>Source code for pp_min_function.c</h1><div class="highlight"><pre>
 <span class="w">				</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">					</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s"> S   A   C   M   F   K   N   T   O   M   H  </span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">				</span><span class="p">}</span><span class="w"></span>
-<span class="w">				</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">2</span><span class="w"> </span><span class="o">||</span><span class="w"> </span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="w"> </span><span class="o">||</span><span class="w"> </span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
+<span class="w">				</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">2</span><span class="w"> </span><span class="o">||</span><span class="w"> </span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
 <span class="w">					</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s"> S   A   C   M   F   K   N   T   O   Cr  H  </span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">				</span><span class="p">}</span><span class="w"></span>
 <span class="w">				</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="p">){</span><span class="w"></span>
diff --git a/docs/_modules/simplex_levelling.c.html b/docs/_modules/simplex_levelling.c.html
index 4e859d6f..67870230 100644
--- a/docs/_modules/simplex_levelling.c.html
+++ b/docs/_modules/simplex_levelling.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -289,8 +298,6 @@ <h1>Source code for simplex_levelling.c</h1><div class="highlight"><pre>
 <span class="cp">#include</span><span class="w"> </span><span class="cpf">&quot;PGE_function.h&quot;</span><span class="cp"></span>
 <span class="cp">#include</span><span class="w"> </span><span class="cpf">&quot;SS_xeos_PC_mp.h&quot;</span><span class="c1"> 				//mp is first, it contains the structure definition</span><span class="cp"></span>
 <span class="cp">#include</span><span class="w"> </span><span class="cpf">&quot;SS_xeos_PC_ig.h&quot;</span><span class="cp"></span>
-<span class="cp">#include</span><span class="w"> </span><span class="cpf">&quot;SS_xeos_PC_igd.h&quot;</span><span class="cp"></span>
-<span class="cp">#include</span><span class="w"> </span><span class="cpf">&quot;SS_xeos_PC_alk.h&quot;</span><span class="cp"></span>
 <span class="cp">#include</span><span class="w"> </span><span class="cpf">&quot;SS_xeos_PC_um.h&quot;</span><span class="cp"></span>
 
 <div class="viewcode-block" id="c.SS_ig_objective_init_function"><a class="viewcode-back" href="../src/simplex_levelling.html#c.SS_ig_objective_init_function">[docs]</a><span class="cm">/**</span>
@@ -303,6 +310,8 @@ <h1>Source code for simplex_levelling.c</h1><div class="highlight"><pre>
 
 <span class="w">		</span><span class="k">if</span><span class="w">      </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_bi</span><span class="p">;</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
+<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fper&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
+<span class="w">			</span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_fper</span><span class="p">;</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_cd</span><span class="p">;</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
@@ -319,8 +328,6 @@ <h1>Source code for simplex_levelling.c</h1><div class="highlight"><pre>
 <span class="w">			</span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_ilm</span><span class="p">;</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_liq</span><span class="p">;</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;mu&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_mu</span><span class="p">;</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_ig_ol</span><span class="p">;</span><span class="w"> 		</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
@@ -334,122 +341,11 @@ <h1>Source code for simplex_levelling.c</h1><div class="highlight"><pre>
 <span class="w">		</span><span class="p">}</span><span class="w">	</span>
 <span class="w">	</span><span class="p">};</span><span class="w">			</span>
 <span class="p">}</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.SS_igd_objective_init_function"><a class="viewcode-back" href="../src/simplex_levelling.html#c.SS_igd_objective_init_function">[docs]</a><span class="cm">/**</span>
-<span class="cm">	associate the array of pointer with the right solution phase</span>
-<span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">SS_igd_objective_init_function</span><span class="p">(</span><span class="n">obj_type</span><span class="w"> 			</span><span class="o">*</span><span class="n">SS_objective</span><span class="p">,</span><span class="w"></span>
-<span class="w">									</span><span class="n">global_variable</span><span class="w"> 	 </span><span class="n">gv</span><span class="w">				</span><span class="p">){</span><span class="w">	</span>
-<span class="w">						 </span>
-<span class="w">   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">iss</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">      </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_liq</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_fl</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_fsp</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_spn</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_g</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_ol</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_opx</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_cpx</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_ilm</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_hb</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_bi</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_ep</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_igd_cd</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">         </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database, cannot be initiated</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">]);</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">   </span><span class="p">}</span><span class="w">		</span>
-<span class="p">}</span><span class="w"></span></div>
 
-<div class="viewcode-block" id="c.SS_alk_objective_init_function"><a class="viewcode-back" href="../src/simplex_levelling.html#c.SS_alk_objective_init_function">[docs]</a><span class="cm">/**</span>
+<div class="viewcode-block" id="c.SS_mp_objective_init_function"><a class="viewcode-back" href="../src/simplex_levelling.html#c.SS_mp_objective_init_function">[docs]</a><span class="cm">/**</span>
 <span class="cm">	associate the array of pointer with the right solution phase</span>
 <span class="cm">*/</span><span class="w"></span>
-<span class="kt">void</span><span class="w"> </span><span class="nf">SS_alk_objective_init_function</span><span class="p">(</span><span class="n">obj_type</span><span class="w"> 			</span><span class="o">*</span><span class="n">SS_objective</span><span class="p">,</span><span class="w"></span>
-<span class="w">									</span><span class="n">global_variable</span><span class="w"> 	 </span><span class="n">gv</span><span class="w">				</span><span class="p">){</span><span class="w">	</span>
-<span class="w">						 </span>
-<span class="w">   </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">iss</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">      </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;liq&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_liq</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fl&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_fl</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;fsp&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_fsp</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;spn&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_spn</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;g&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_g</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ol&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ol</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;opx&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_opx</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cpx&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_cpx</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ilm&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ilm</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ness&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ness</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;lct&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_lct</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;kals&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_kals</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;mel&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_mel</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;hb&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_hb</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;bi&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_bi</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;ep&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_ep</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">],</span><span class="w"> </span><span class="s">&quot;cd&quot;</span><span class="p">)</span><span class="w">  </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w"></span>
-<span class="w">         </span><span class="n">SS_objective</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">obj_alk_cd</span><span class="p">;</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">      </span><span class="k">else</span><span class="p">{</span><span class="w"></span>
-<span class="w">         </span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">solid solution &#39;%s&#39; is not in the database, cannot be initiated</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">]);</span><span class="w"></span>
-<span class="w">      </span><span class="p">}</span><span class="w"></span>
-<span class="w">   </span><span class="p">}</span><span class="w"></span>
-<span class="p">}</span><span class="w"></span></div>
-<div class="viewcode-block" id="c.SS_mp_objective_init_function"><a class="viewcode-back" href="../src/simplex_levelling.html#c.SS_mp_objective_init_function">[docs]</a><span class="kt">void</span><span class="w"> </span><span class="nf">SS_mp_objective_init_function</span><span class="p">(</span><span class="w">	</span><span class="n">obj_type</span><span class="w"> 			</span><span class="o">*</span><span class="n">SS_objective</span><span class="p">,</span><span class="w"></span>
+<span class="kt">void</span><span class="w"> </span><span class="nf">SS_mp_objective_init_function</span><span class="p">(</span><span class="w">	</span><span class="n">obj_type</span><span class="w"> 			</span><span class="o">*</span><span class="n">SS_objective</span><span class="p">,</span><span class="w"></span>
 <span class="w">									</span><span class="n">global_variable</span><span class="w"> 	 </span><span class="n">gv</span><span class="w">				</span><span class="p">){</span><span class="w">	</span>
 <span class="w">						 </span>
 <span class="w">	</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">iss</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
@@ -636,6 +532,7 @@ <h1>Source code for simplex_levelling.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="n">dgetrf</span><span class="p">(</span><span class="o">&amp;</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_Ox</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_Ox</span><span class="p">,</span><span class="w"> </span><span class="n">d</span><span class="o">-&gt;</span><span class="n">Alu</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_Ox</span><span class="p">,</span><span class="w"> </span><span class="n">ipiv</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">info</span><span class="p">);</span><span class="w"></span>
 
 <span class="w">	</span><span class="kt">char</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="sc">&#39;T&#39;</span><span class="p">;</span><span class="w"></span>
+
 <span class="w">	</span><span class="n">dgetrs</span><span class="p">(</span><span class="w">						</span><span class="o">&amp;</span><span class="n">T</span><span class="p">,</span><span class="w"></span>
 <span class="w">								</span><span class="o">&amp;</span><span class="n">d</span><span class="o">-&gt;</span><span class="n">n_Ox</span><span class="p">,</span><span class="w"> </span>
 <span class="w">								</span><span class="o">&amp;</span><span class="n">nrhs</span><span class="p">,</span><span class="w"> </span>
@@ -1558,20 +1455,6 @@ <h1>Source code for simplex_levelling.c</h1><div class="highlight"><pre>
 <span class="w">											</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">				</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">iss</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_igd_pc_init_function</span><span class="p">(</span><span class="w">		</span><span class="n">SS_pc_xeos</span><span class="p">,</span><span class="w"> </span>
-<span class="w">											</span><span class="n">iss</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">				</span><span class="p">);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">iss</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_alk_pc_init_function</span><span class="p">(</span><span class="w">		</span><span class="n">SS_pc_xeos</span><span class="p">,</span><span class="w"> </span>
-<span class="w">											</span><span class="n">iss</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">iss</span><span class="p">]</span><span class="w">				</span><span class="p">);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">iss</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">iss</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">SS_um_pc_init_function</span><span class="p">(</span><span class="w">			</span><span class="n">SS_pc_xeos</span><span class="p">,</span><span class="w"> </span>
@@ -1657,20 +1540,6 @@ <h1>Source code for simplex_levelling.c</h1><div class="highlight"><pre>
 <span class="w">											</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">ss</span><span class="p">]</span><span class="w">				</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">ss</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">ss</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">ss</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_igd_pc_init_function</span><span class="p">(</span><span class="w">		</span><span class="n">SS_pc_xeos</span><span class="p">,</span><span class="w"> </span>
-<span class="w">											</span><span class="n">ss</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">ss</span><span class="p">]</span><span class="w">				</span><span class="p">);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">ss</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">ss</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">ss</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_alk_pc_init_function</span><span class="p">(</span><span class="w">		</span><span class="n">SS_pc_xeos</span><span class="p">,</span><span class="w"> </span>
-<span class="w">											</span><span class="n">ss</span><span class="p">,</span><span class="w"></span>
-<span class="w">											</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">ss</span><span class="p">]</span><span class="w">				</span><span class="p">);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">ss</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">ss</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">ss</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">SS_um_pc_init_function</span><span class="p">(</span><span class="w">			</span><span class="n">SS_pc_xeos</span><span class="p">,</span><span class="w"> </span>
diff --git a/docs/_modules/ss_min_function.c.html b/docs/_modules/ss_min_function.c.html
index bcc3929c..f9c9fff7 100644
--- a/docs/_modules/ss_min_function.c.html
+++ b/docs/_modules/ss_min_function.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -751,44 +760,6 @@ <h1>Source code for ss_min_function.c</h1><div class="highlight"><pre>
 <span class="w">										</span><span class="cm">/** can become a global variable instead */</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">].</span><span class="n">P</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w">									</span><span class="cm">/** needed to pass to local minimizer, allows for P variation for liq/sol */</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">].</span><span class="n">T</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="p">;</span><span class="w">		</span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">].</span><span class="n">R</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0083144</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">			</span><span class="c1">// if (SS_ref_db[i].is_liq == 1){</span>
-<span class="w">			</span><span class="c1">// 	SS_ref_db[i].P  = z_b.P + gv.melt_pressure;</span>
-<span class="w">			</span><span class="c1">// }</span>
-
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_igd_EM_function</span><span class="p">(</span><span class="w">	</span><span class="n">gv</span><span class="p">,</span><span class="w"> </span>
-<span class="w">													</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="w"> </span>
-<span class="w">													</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">													</span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span>
-<span class="w">													</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w">		</span><span class="p">);</span><span class="w"></span>
-<span class="w">											</span>
-<span class="w">										</span><span class="cm">/** can become a global variable instead */</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
-<span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">].</span><span class="n">P</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w">									</span><span class="cm">/** needed to pass to local minimizer, allows for P variation for liq/sol */</span><span class="w"></span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">].</span><span class="n">T</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">T</span><span class="p">;</span><span class="w">		</span>
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">].</span><span class="n">R</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="mf">0.0083144</span><span class="p">;</span><span class="w"></span>
-
-<span class="w">			</span><span class="c1">// if (SS_ref_db[i].is_liq == 1){</span>
-<span class="w">			</span><span class="c1">// 	SS_ref_db[i].P  = z_b.P + gv.melt_pressure;</span>
-<span class="w">			</span><span class="c1">// }</span>
-
-<span class="w">			</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w">    </span><span class="o">=</span><span class="w"> </span><span class="n">G_SS_alk_EM_function</span><span class="p">(</span><span class="w">	</span><span class="n">gv</span><span class="p">,</span><span class="w"> </span>
-<span class="w">													</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="w"> </span>
-<span class="w">													</span><span class="n">EM_database</span><span class="p">,</span><span class="w"> </span>
-<span class="w">													</span><span class="n">z_b</span><span class="p">,</span><span class="w"> </span>
-<span class="w">													</span><span class="n">gv</span><span class="p">.</span><span class="n">SS_list</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="w">		</span><span class="p">);</span><span class="w"></span>
-<span class="w">											</span>
-<span class="w">										</span><span class="cm">/** can become a global variable instead */</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">	</span><span class="p">}</span><span class="w"></span>
 <span class="w">	</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
 <span class="w">		</span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">len_ss</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">SS_ref_db</span><span class="p">[</span><span class="n">i</span><span class="p">].</span><span class="n">P</span><span class="w">  </span><span class="o">=</span><span class="w"> </span><span class="n">z_b</span><span class="p">.</span><span class="n">P</span><span class="p">;</span><span class="w">									</span><span class="cm">/** needed to pass to local minimizer, allows for P variation for liq/sol */</span><span class="w"></span>
diff --git a/docs/_modules/toolkit.c.html b/docs/_modules/toolkit.c.html
index 0657a01d..326d85c3 100644
--- a/docs/_modules/toolkit.c.html
+++ b/docs/_modules/toolkit.c.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -291,7 +300,7 @@ <h1>Source code for toolkit.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  --Verb=       [int]   : Verbose option, 0. inactive, 1. active</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w">	</span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  --File=       [str]   : File name containing multiple point calculation</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  --n_points=   [int]   : Number of points when using &#39;File&#39; argument</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  --db=         [str]   : Database, can be &#39;mp&#39;, &#39;ig, &#39;igd&#39; or &#39;um&#39;*</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
+<span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  --db=         [str]   : Database, can be &#39;mp&#39;, &#39;ig&#39; or &#39;um&#39;*</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  --test=       [int]   : Number of points when using &#39;File&#39; argument</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  --Pres=       [float] : Pressure in kilobar</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  --Temp=       [float] : Temperature in Celsius</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
@@ -301,12 +310,12 @@ <h1>Source code for toolkit.c</h1><div class="highlight"><pre>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  --solver=     [int]   : solver: 0 for legacy and 1 for PGE (default)</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  --out_matlab= [int]   : Matlab text file output, 0. inactive, 1. active</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot; * &#39;mp&#39;: metapelite, &#39;ig&#39;: igneous H18-&gt;G23, &#39;igd&#39;: igneous T21-&gt;G23, &#39;alk&#39;: igneous alkaline, &#39;um&#39;: ultramafic</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
+<span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot; * &#39;mp&#39;: metapelite, &#39;ig&#39;: igneous, &#39;um&#39;: ultramafic</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot; **the list of oxides must be provided as follow:</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  &#39;ig&#39;, &#39;igd&#39;, &#39;alk&#39;: SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  &#39;mp&#39;:               SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
-<span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  &#39;um&#39;:               SiO2, Al2O3, MgO, FeOt, O, H2O, S</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
+<span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  &#39;ig&#39;: SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
+<span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  &#39;mp&#39;: SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
+<span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  &#39;um&#39;: SiO2, Al2O3, MgO, FeOt, O, H2O, S</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot; Note that FeOt (total iron) is used here!</span><span class="se">\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w">	</span>
 <span class="w">	</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;</span><span class="se">\n\n</span><span class="s">&quot;</span><span class="p">);</span><span class="w"></span>
@@ -414,18 +423,12 @@ <h1>Source code for toolkit.c</h1><div class="highlight"><pre>
 <span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  - Database                  : Metapelite (White et al., 2014)</span><span class="se">\n</span><span class="s">&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">2</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  - Database                  : Igneous (Holland et al., 2018 -&gt; Green et al., 2023)</span><span class="se">\n</span><span class="s">&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">3</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  - Database                  : Igneous dry (Tomlinson &amp; Holland, 2021 -&gt; Green et al., 2023)</span><span class="se">\n</span><span class="s">&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
+<span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  - Database                  : Igneous (Holland et al., 2018)</span><span class="se">\n</span><span class="s">&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
 <span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">4</span><span class="w"> </span><span class="p">){</span><span class="w"></span>
 <span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  - Database                  : Ultramafic (Evans &amp; Frost, 2021)</span><span class="se">\n</span><span class="s">&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
-<span class="w">		</span><span class="k">else</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">gv</span><span class="p">.</span><span class="n">EM_database</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">6</span><span class="p">){</span><span class="w"></span>
-<span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  - Database                  : Igneous alkaline (Weller et al., 2023)</span><span class="se">\n</span><span class="s">&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
-<span class="w">		</span><span class="p">}</span><span class="w"></span>
-
+<span class="w">		</span>
 <span class="w">		</span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">strcmp</span><span class="p">(</span><span class="w"> </span><span class="n">gv</span><span class="p">.</span><span class="n">sys_in</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;mol&quot;</span><span class="p">)</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="p">){</span><span class="w">	</span>
 <span class="w">			</span><span class="n">printf</span><span class="p">(</span><span class="s">&quot;  - input system composition  : mol fraction</span><span class="se">\n</span><span class="s">&quot;</span><span class="w">	</span><span class="p">);</span><span class="w"></span>
 <span class="w">		</span><span class="p">}</span><span class="w"></span>
diff --git a/docs/_sources/ckbk.rst.txt b/docs/_sources/ckbk.rst.txt
index c340f9d2..3da684ae 100644
--- a/docs/_sources/ckbk.rst.txt
+++ b/docs/_sources/ckbk.rst.txt
@@ -37,3 +37,11 @@ Pseudosection generator
    :maxdepth: 2
    
    ckbk/gui
+
+Predefined bulk-rocks
+=====================
+
+.. toctree::
+   :maxdepth: 2
+   
+   ckbk/predef
diff --git a/docs/_sources/ckbk/predef.rst.txt b/docs/_sources/ckbk/predef.rst.txt
new file mode 100644
index 00000000..4359c7e2
--- /dev/null
+++ b/docs/_sources/ckbk/predef.rst.txt
@@ -0,0 +1,9 @@
+.. MAGEMin documentation
+
+List of pre-defined bulk-rock composition
+=========================================
+
+.. csv-table:: Table Title
+   :file: /figs/predefined_bulks.csv
+   :widths: 10, 50, 10, 20, 20, 20
+   :header-rows: 1
\ No newline at end of file
diff --git a/docs/_sources/index.rst.txt b/docs/_sources/index.rst.txt
index 52f15824..e98bbac8 100644
--- a/docs/_sources/index.rst.txt
+++ b/docs/_sources/index.rst.txt
@@ -10,7 +10,7 @@
 
 |
 
-**MAGEMin v1.3.2**
+**MAGEMin v1.3.3**
 ==================
                                           
 MAGEMin (Mineral Assemblage Gibbs Energy Minimization) is a parallel C library callable from any petrological/geodynamic tool. For a given set of pressure, temperature and bulk-rock composition MAGEMin uses a combination of linear programming, extended Partitioning Gibbs free Energy and gradient-based local minimization to compute the most stable mineral assemblage     
diff --git a/docs/_sources/julia/Run.rst.txt b/docs/_sources/julia/Run.rst.txt
index e0ce3751..2de4b236 100644
--- a/docs/_sources/julia/Run.rst.txt
+++ b/docs/_sources/julia/Run.rst.txt
@@ -1,7 +1,7 @@
 .. MAGEMin documentation
 
 
-Single point calculation Tutorial
+Serial point calculation Tutorial
 =================================
 
 First open a terminal and execute Julia, then type :literal:`using MAGEMin_C` to load the package.
@@ -12,22 +12,22 @@ Initialize database
 *******************
 .. code-block:: shell
 
-   db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-   gv, z_b, DB, splx_data      = init_MAGEMin(db);
+   # Initialize database  - new way
+   db          =   "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b); um, ultramafic (Evans & Frost 2021)
+   data        =   Initialize_MAGEMin(db, verbose=true);
 
 This initiatizes the global variables and the Database.
 
+|
+
 Set P-T-(pressure temperature)
 **********************************************************
 .. code-block:: shell
 
-   P           = 8.
-   T           = 800.
-   sys_in      = "mol"     # wt or mol, default is mol
-   test        = 0;
-   gv          = use_predefined_bulk_rock(gv, test, db)
+   P           =   8.0
+   T           =   800.0
 
-:literal:`get_bulk_rock` retrieves the saved bulk-rock composition 0, which corresponds to KLB-1 peridotite. 
+:literal:`use_predefined_bulk_rock` retrieves the saved bulk-rock composition 0 from database ig, which corresponds to KLB-1 peridotite. 
 
 |
 
@@ -41,15 +41,36 @@ Use a pre-defined bulk-rock "test" composition
    test        = 0;
    gv          = use_predefined_bulk_rock(gv, test, db)
 
+or a custom bulk-rock composition:
+
+.. code-block:: shell
+
+    Xoxides = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
+    X       = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+    sys_in  = "wt"    
+
+Note that the system unit :literal:`[mol,wt]` has to be provided here.
+
+where :literal:`Xoxides` is a :literal:`Vector(String)` containing the oxide names and :literal:`X` is a :literal:`Vector(Float)` of the :literal:`[mol,wt]` fraction of the bulk-rock composition.
+The function converts
+
+ :literal:`SiO2`, ..., :literal:`FeO` and :literal:`Fe2O3` in system unit :literal:`[mol,wt]`
+ 
+to:
+ 
+ :literal:`SiO2`, ..., :literal:`FeOt` and :literal:`O` in system unit :literal:`[mol]`.
+
+Note that if the provided bulk-rock composition includes more oxides than supported, they will be ignored and the composition will be renormalized accordingly. Moreover, if both :literal:`Fe2O3` and :literal:`O` are provided, :literal:`O` will be recalculated as function of :literal:`Fe2O3`. Thus, if you want to prescribe a different :literal:`O` content, do not define :literal:`Fe2O3`!
+
 |
 
-Set the level of verbose :literal:`[-1,0,1]`
-********************************************
+Set the level of verbose :literal:`[false,true,1]`
+**************************************************
 .. code-block:: shell   
 
-   gv.verbose  = -1    # switch off any verbose
+   gv.verbose  = false    # switch off any verbose
 
-:literal:`-1`, none; :literal:`0`, stable phase assemblage; :literal:`1`, full verbose. By default :literal:`gv.verbose` = 0.
+:literal:`false`, none; :literal:`true`, stable phase assemblage; :literal:`1`, full verbose. By default :literal:`gv.verbose` = true.
 
 |
 
@@ -57,8 +78,15 @@ Call optimization routine for given P-T-X
 *****************************************
 .. code-block:: shell   
 
-   gv.verbose  = -1    # switch off any verbose
-   out         = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in)
+   out     =   single_point_minimization(P, T, data, test=0);
+
+if a predefined test is used (see :doc:`/ckbk/predef`) or:
+
+.. code-block:: shell   
+
+   out     = single_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
+
+if a custom bulk-rock composition is provided.
 
 |
 
@@ -104,48 +132,45 @@ The full description of what contains the output structure is given in the CookB
 
 |
 
-Provide custom bulk rock composition
-====================================
-
+Examples of serial point calculation
+************************************
 
-To define and use your own bulk rock composition we provide a routine that converts bulk-rock composition into the right MAGEMin format.
-
-* For the igneous database:
 
 .. code-block:: shell
 
-   bulk_in_ox = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"]
-   bulk_in    = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0]
-   sys_in     = "wt"
-   db         = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-
-   gv         = define_bulk_rock(gv, bulk_in, bulk_in_ox, sys_in, db);
-
-* For the metapelite database
+   #load MAGEMin
+   using MAGEMin_C 
 
-.. code-block:: shell
+   data    = Initialize_MAGEMin("ig", verbose=false);
 
-   bulk_in_ox = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "MnO"; "H2O"]
-   bulk_in    = [69.64; 13.76; 1.77; 1.73; 4.32; 0.4; 2.61; 2.41; 0.80; 0.07; 10.0]
-   sys_in     = "wt"
-   db         = "mp"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
+   # One bulk rock for all points
+   P,T     = 10.0, 1100.0
+   Xoxides = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
+   X       = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+   sys_in  = "wt"    
+   out     = single_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
+   Finalize_MAGEMin(data)
 
-   gv         = define_bulk_rock(gv, bulk_in, bulk_in_ox, sys_in, db);
 
+for the metapelite database:
 
+.. code-block:: shell
 
-where :literal:`bulk_in_ox` is a :literal:`Vector(String)` containing the oxide names and :literal:`bulk_in` is a :literal:`Vector(Float)` of the :literal:`[mol,wt]` fraction of the bulk-rock composition.
-The function converts
+   #load MAGEMin
+   using MAGEMin_C 
 
- :literal:`SiO2`, ..., :literal:`FeO` and :literal:`Fe2O3` in system unit :literal:`[mol,wt]`
- 
-to:
- 
- :literal:`SiO2`, ..., :literal:`FeOt` and :literal:`O` in system unit :literal:`[mol]`.
+   #initialize
+   data    = Initialize_MAGEMin("mp", verbose=false);
 
-Note that if the provided bulk-rock composition includes more oxides than supported, they will be ignored and the composition will be renormalized accordingly. Moreover, if both :literal:`Fe2O3` and :literal:`O` are provided, :literal:`O` will be recalculated as function of :literal:`Fe2O3`. Thus, if you want to prescribe a different :literal:`O` content, do not define :literal:`Fe2O3`!
+   # provide bulk-rock composition
+   P,T      = 2.0, 650.0
+   Xoxides  = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "MnO"; "H2O"]
+   X        = [69.64; 13.76; 1.77; 1.73; 4.32; 0.4; 2.61; 2.41; 0.80; 0.07; 10.0]
+   sys_in   = "wt"    
+   out      = single_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
+   Finalize_MAGEMin(data)
 
-A full Julia script demonstrating how to use this function is provided below:
+for the ultramafic database:
 
 .. code-block:: shell
 
@@ -153,33 +178,38 @@ A full Julia script demonstrating how to use this function is provided below:
    using MAGEMin_C 
 
    #initialize
-   db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-   gv, z_b, DB, splx_data      = init_MAGEMin(db);     
+   data    = Initialize_MAGEMin("um", verbose=false);
 
    # provide bulk-rock composition
-   bulk_in_ox = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
-   bulk_in    = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
-   sys_in     = "wt"
+   P,T      = 2.0, 650.0
+   out      = single_point_minimization(P, T, data, test=0)
+   Finalize_MAGEMin(data)
 
-   # convert bulk rock
-   gv         = define_bulk_rock(gv, bulk_in, bulk_in_ox, sys_in, db);
 
-   # provide pressure and temperature conditions
-   P,T        = 10.0, 1100.0;
 
-   # switch off any verbose
-   gv.verbose = -1    
+Parallel point calculation Tutorial
+===================================
 
-   # perform minimization    
-   out        = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in)
+To compute a list of single point calculation in parallel your can use the native Julia multi-threading. To activate multi-threading simply launch the Julia terminal as:
 
-   # print output
-   print_info(out)
+.. code-block:: shell
 
-   # free memory
-   finalize_MAGEMin(gv,DB)
+   julia -t 4
 
-of for the metapelite database:
+or 
+
+.. code-block:: shell
+
+   julia --threads 4
+
+where the number of threads depends on your system, generally twice the number of cores. 
+
+|
+
+Examples of serial point calculation
+************************************
+
+To run :literal:`n` points, using database :literal:`ig` and :literal:`test 0` (see :doc:`/ckbk/predef`):
 
 .. code-block:: shell
 
@@ -187,28 +217,35 @@ of for the metapelite database:
    using MAGEMin_C 
 
    #initialize
-   db          = "mp"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-   gv, z_b, DB, splx_data      = init_MAGEMin(db);     
+   data    =   Initialize_MAGEMin("ig", verbose=false);
+   n       =   100;
+   P       =   fill(8.0,n)
+   T       =   fill(800.0,n)
+   out     =   multi_point_minimization(P, T, data, test=1);
+   Finalize_MAGEMin(data)
 
-   # provide bulk-rock composition
-   bulk_in_ox = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "MnO"; "H2O"]
-   bulk_in    = [69.64; 13.76; 1.77; 1.73; 4.32; 0.4; 2.61; 2.41; 0.80; 0.07; 10.0]
-   sys_in     = "wt"
+Here the results are stored in :literal:`out` as :literal:`out[1:end]`. Various bulk-rock compositions can be prescribed as:
 
-   # convert bulk rock
-   gv         = define_bulk_rock(gv, bulk_in, bulk_in_ox, sys_in, db);
+.. code-block:: shell
 
-   # provide pressure and temperature conditions
-   P,T        = 4.0, 800.0;
+   #load MAGEMin
+   using MAGEMin_C 
 
-   # switch off any verbose
-   gv.verbose = -1    
+   #initialize
+   data    = Initialize_MAGEMin("ig", verbose=false);
 
-   # perform minimization    
-   out        = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in)
+   #set P-T-X conditions
+   P       = [10.0, 10.0];
+   T       = [1100.0, 1100.0];
+   Xoxides = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
+   X1      = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+   X2      = [49.43; 14.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+   X       = [X1,X2];
+   sys_in  = "wt"    
+   out     = multi_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
 
-   # print output
-   print_info(out)
 
-   # free memory
-   finalize_MAGEMin(gv,DB)
+Other examples
+==============
+
+Several additional tests are provided in :literal:`./test/runtests.jl`.
diff --git a/docs/ckbk.html b/docs/ckbk.html
index c8c6e727..8fd02e8c 100644
--- a/docs/ckbk.html
+++ b/docs/ckbk.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -312,6 +321,14 @@ <h1>Pseudosection generator<a class="headerlink" href="#pseudosection-generator"
 <li class="toctree-l1"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </div>
+</section>
+<section id="predefined-bulk-rocks">
+<h1>Predefined bulk-rocks<a class="headerlink" href="#predefined-bulk-rocks" title="Permalink to this headline"></a></h1>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</div>
 </section>
 
 
diff --git a/docs/ckbk/Commands.html b/docs/ckbk/Commands.html
index b1fc7a46..949ee567 100644
--- a/docs/ckbk/Commands.html
+++ b/docs/ckbk/Commands.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/ckbk/gui.html b/docs/ckbk/gui.html
index b7824659..495f486f 100644
--- a/docs/ckbk/gui.html
+++ b/docs/ckbk/gui.html
@@ -19,7 +19,7 @@
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="Julia interface to MAGEMin" href="../julia.html" />
+    <link rel="next" title="List of pre-defined bulk-rock composition" href="predef.html" />
     <link rel="prev" title="THERMOCALC-like output" href="out_struct.html" /> 
 </head>
 
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -609,7 +618,7 @@ <h1>Save figure (vector)<a class="headerlink" href="#save-figure-vector" title="
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
         <a href="out_struct.html" class="btn btn-neutral float-left" title="THERMOCALC-like output" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
-        <a href="../julia.html" class="btn btn-neutral float-right" title="Julia interface to MAGEMin" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+        <a href="predef.html" class="btn btn-neutral float-right" title="List of pre-defined bulk-rock composition" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 
   <hr/>
diff --git a/docs/ckbk/out_struct.html b/docs/ckbk/out_struct.html
index 765449c3..8f2688a9 100644
--- a/docs/ckbk/out_struct.html
+++ b/docs/ckbk/out_struct.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/ckbk/predef.html b/docs/ckbk/predef.html
new file mode 100644
index 00000000..599ffb27
--- /dev/null
+++ b/docs/ckbk/predef.html
@@ -0,0 +1,487 @@
+<!DOCTYPE html>
+<html class="writer-html5" lang="en" >
+<head>
+  <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>List of pre-defined bulk-rock composition &mdash; MAGEMin 2022 documentation</title>
+      <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/css/custom.css" type="text/css" />
+  <!--[if lt IE 9]>
+    <script src="../_static/js/html5shiv.min.js"></script>
+  <![endif]-->
+  
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/underscore.js"></script>
+        <script src="../_static/doctools.js"></script>
+    <script src="../_static/js/theme.js"></script>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Julia interface to MAGEMin" href="../julia.html" />
+    <link rel="prev" title="Usage" href="gui.html" /> 
+</head>
+
+<body class="wy-body-for-nav"> 
+  <div class="wy-grid-for-nav">
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+            <a href="../index.html">
+            <img src="../_static/2022_MAGEMin_logo.png" class="logo" alt="Logo"/>
+          </a>
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+        </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
+              <p class="caption" role="heading"><span class="caption-text">Installation:</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../stp.html">Linux-based system</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../stp/Linux.html">External libraries</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../stp/Linux.html#magemin">MAGEMin</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../stp.html#macos-system">macOS system</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../stp/macOS.html">External libraries</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../stp/macOS.html#magemin">MAGEMin</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../stp.html#optional-developers">Optional (developers)</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../stp/Dev.html">Python libraries</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../stp/Dev.html#c-tools">C tools</a></li>
+</ul>
+</li>
+</ul>
+<p class="caption" role="heading"><span class="caption-text">Methods and examples:</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../man.html">Thermodynamic problem</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../man/Thermo.html">Problem definition</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../man/Thermo.html#total-gibbs-energy">1. Total Gibbs energy</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../man/Thermo.html#gibbs-duhem-constraint">2. Gibbs-Duhem constraint</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../man/Thermo.html#mass-constraint">3. Mass constraint</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../man/Thermo.html#minimization-approach">Minimization approach</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../man/Thermo.html#algorithm-demonstration">Algorithm demonstration</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../man.html#phase-diagrams">Phase diagrams</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../man/Examples.html">Examples of phase diagrams</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../man/Examples.html#peridotite-klb1">Peridotite (KLB1)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../man/Examples.html#pyroxenite-mixg1">Pyroxenite (MIXG1)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../man/Examples.html#basalt-re46">Basalt (RE46)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../man/Examples.html#basalt-nmorb">Basalt (NMORB)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../man/Examples.html#hydrous-basalt">Hydrous basalt</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../man/Examples.html#tonalite-101">Tonalite 101</a></li>
+</ul>
+</li>
+</ul>
+<p class="caption" role="heading"><span class="caption-text">Cookbook:</span></p>
+<ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html">Command line minimization</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="Commands.html">List of arguments</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Commands.html#single-point-calculation">Single point calculation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Commands.html#multiple-points-calculation">Multiple points calculation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Commands.html#multiple-points-in-parallel">Multiple points in parallel</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#data-output">Data output</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="out_struct.html">THERMOCALC-like output</a></li>
+<li class="toctree-l2"><a class="reference internal" href="out_struct.html#matlab-output">MATLAB output</a></li>
+<li class="toctree-l2"><a class="reference internal" href="out_struct.html#as-a-nested-structure">As a nested structure</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="out_struct.html#computation-information">Computation information</a></li>
+<li class="toctree-l3"><a class="reference internal" href="out_struct.html#system-information">System information</a></li>
+<li class="toctree-l3"><a class="reference internal" href="out_struct.html#phase-proportions">Phase proportions</a></li>
+<li class="toctree-l3"><a class="reference internal" href="out_struct.html#solution-phases-information">Solution phases information</a></li>
+<li class="toctree-l3"><a class="reference internal" href="out_struct.html#id1">Solution phases information</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#pseudosection-generator">Pseudosection generator</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="gui.html">Usage</a></li>
+<li class="toctree-l2"><a class="reference internal" href="gui.html#klb-1-pseudosection-tutorial">KLB-1 Pseudosection tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#sarting-gui">Sarting GUI</a></li>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#set-p-t-conditions">Set P-T conditions</a></li>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#mesh-refinement-and-computation-options">Mesh refinement and computation options</a></li>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#choose-bulk-rock-composition">Choose bulk-rock composition</a></li>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#compute-pseudosection">Compute pseudosection</a></li>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#refine-pseudosection">Refine pseudosection</a></li>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#change-displayed-field">Change displayed field</a></li>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#display-stable-phases-labels">Display stable phases labels</a></li>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#save-pseudosection-data">Save pseudosection data</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="gui.html#p-x-and-t-x-diagrams">P-X and T-X diagrams</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#select-diagram-type">Select diagram type</a></li>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#select-compositional-range-x">Select compositional range (X)</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="gui.html#save-single-point-output">Save single point output</a></li>
+<li class="toctree-l2"><a class="reference internal" href="gui.html#display-iso-contours">Display iso-contours</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#display-phase-fraction-mode">Display phase fraction (mode)</a></li>
+<li class="toctree-l3"><a class="reference internal" href="gui.html#display-end-member-fraction">Display end-member fraction</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="gui.html#save-figure-vector">Save figure (vector)</a></li>
+</ul>
+</li>
+<li class="toctree-l1 current"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul class="current">
+<li class="toctree-l2 current"><a class="current reference internal" href="#">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
+</ul>
+<p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../julia.html">Julia interface to MAGEMin</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../julia.html#installation">Installation</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Installation.html">MAGEMin_C.jll installation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Installation.html#install-julia">Install Julia</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Installation.html#install-magemin-c">Install MAGEMin_C</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
+</ul>
+</li>
+</ul>
+<p class="caption" role="heading"><span class="caption-text">Known issues &amp; Tips!</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../issues.html">Quick tips!</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../issues.html#compiler-linux">Compiler (Linux)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../issues.html#minimum-pressure">Minimum pressure</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../issues.html#reduced-chemical-system">Reduced chemical system</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../issues.html#set-oxygen-content">Set Oxygen content</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../issues.html#known-problems">Known problems</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../issues.html#reduced-chemical-systems">Reduced chemical systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../issues.html#low-temperature-stabilization">Low temperature stabilization</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../issues.html#hp-lt-melt-prediction">HP-LT melt prediction</a></li>
+</ul>
+</li>
+</ul>
+<p class="caption" role="heading"><span class="caption-text">FAQs:</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../faq.html">Firewall warning (Apple M1)</a></li>
+</ul>
+<p class="caption" role="heading"><span class="caption-text">Developers section:</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../dev.html">Add database</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../dev/Dev.html">Analytical formulation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../dev/Dev.html#generate-pseudocompounds">Generate pseudocompounds</a></li>
+</ul>
+</li>
+</ul>
+<p class="caption" role="heading"><span class="caption-text">Source code:</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../src.html">Main algorithm</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../src/MAGEMin.html">MAGEMin</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../src/MAGEMin.html#mineral-assemblage-gibbs-energy-minimization">Mineral Assemblage Gibbs Energy Minimization</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../src/simplex_levelling.html">Simplex levelling</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../src/PGE_function.html">PGE_function</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../src/phase_update_function.html">phase_update_function</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../src/phase_update_function.html#pp-ss-flags">PP &amp; SS_flags</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../src/dump_function.html">dump_function</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../src.html#pure-phases-functions">Pure phases functions</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../src/gem_function.html">gem_function</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../src/pp_min_function.html">pp_min_function</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../src/pp_min_function.html#pure-phase-minimization-function">Pure phase minimization function</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../src.html#solution-phases-functions">Solution phases functions</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../src/gss_init_function.html">gss_init_function</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../src/gss_init_function.html#pp-ss-flags">PP &amp; SS_flags</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../src/gss_function.html">gss_function</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../src/ss_min_function.html">ss_min_function</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../src/NLopt_opt_function.html">NLopt_opt_function</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../src/objective_functions.html">objective_functions</a></li>
+</ul>
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+<li class="toctree-l1"><a class="reference internal" href="../src.html#toolkit">Toolkit</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../src/toolkit.html">toolkit</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../src/io_function.html">io_function</a></li>
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+      <li>List of pre-defined bulk-rock composition</li>
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+             
+  <section id="list-of-pre-defined-bulk-rock-composition">
+<h1>List of pre-defined bulk-rock composition<a class="headerlink" href="#list-of-pre-defined-bulk-rock-composition" title="Permalink to this headline"></a></h1>
+<table class="colwidths-given docutils align-default" id="id1">
+<caption><span class="caption-text">Table Title</span><a class="headerlink" href="#id1" title="Permalink to this table"></a></caption>
+<colgroup>
+<col style="width: 8%" />
+<col style="width: 38%" />
+<col style="width: 8%" />
+<col style="width: 15%" />
+<col style="width: 15%" />
+<col style="width: 15%" />
+</colgroup>
+<thead>
+<tr class="row-odd"><th class="head"><p>title</p></th>
+<th class="head"><p>comments</p></th>
+<th class="head"><p>test</p></th>
+<th class="head"><p>oxide</p></th>
+<th class="head"><p>frac</p></th>
+<th class="head"><p>db</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><dl class="simple">
+<dt>FPWorldMedian pelite</dt><dd><p>Water oversaturated</p>
+</dd>
+</dl>
+</td>
+<td><p>Forshaw, J. B., &amp; Pattison, D. R. (2023)</p></td>
+<td><p>0</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O</p></td>
+<td><p>70.999, 12.805, 0.771, 3.978, 6.342, 2.7895, 1.481, 0.758, 0.72933, 0.075, 30.0</p></td>
+<td><p>mp</p></td>
+</tr>
+<tr class="row-odd"><td><dl class="simple">
+<dt>FPWorldMedian pelite </dt><dd><p>Water undersaturated</p>
+</dd>
+</dl>
+</td>
+<td><p>Forshaw, J. B., &amp; Pattison, D. R. (2023)</p></td>
+<td><p>1</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O</p></td>
+<td><p>70.999, 12.805, 0.771, 3.978, 6.342, 2.7895, 1.481, 0.758, 0.72933, 0.075, 5.0</p></td>
+<td><p>mp</p></td>
+</tr>
+<tr class="row-even"><td><dl class="simple">
+<dt>Pelite</dt><dd><p>Water oversaturated</p>
+</dd>
+</dl>
+</td>
+<td><p>White et al., 2014, Fig 8</p></td>
+<td><p>2</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O</p></td>
+<td><p>64.578, 13.651, 1.586, 5.529, 8.025, 2.943, 2.0, 0.907, 0.65, 0.175, 40.0</p></td>
+<td><p>mp</p></td>
+</tr>
+<tr class="row-odd"><td><dl class="simple">
+<dt>Pelite </dt><dd><p>Water
+undersaturated</p>
+</dd>
+</dl>
+</td>
+<td><p>White et al., 2014, Fig 8</p></td>
+<td><p>3</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O</p></td>
+<td><p>64.578, 13.651, 1.586, 5.529, 8.025, 2.943, 2.0, 0.907, 0.65, 0.175, 6.244</p></td>
+<td><p>mp</p></td>
+</tr>
+<tr class="row-even"><td><dl class="simple">
+<dt>Garnet-migmatite</dt><dd><p>AV0832a</p>
+</dd>
+</dl>
+</td>
+<td><p>Riel et al., 2013</p></td>
+<td><p>4</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, MnO, H2O</p></td>
+<td><p>73.988, 8.6143, 2.0146, 2.7401, 3.8451, 1.7686, 2.482, 0.6393, 0.11, 0.063, 10.0</p></td>
+<td><p>mp</p></td>
+</tr>
+<tr class="row-odd"><td><dl class="simple">
+<dt>SM89</dt><dd><p>MORB composition</p>
+</dd>
+</dl>
+</td>
+<td><p>Sun &amp; McDonough, 1989</p></td>
+<td><p>0</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, H2O</p></td>
+<td><p>52.47, 9.1, 12.21, 12.71, 8.15, 0.23, 2.61, 1.05, 1.47, 20.0</p></td>
+<td><p>mb</p></td>
+</tr>
+<tr class="row-even"><td><dl class="simple">
+<dt>Natural amphibolite</dt><dd><p>LT  Granulite</p>
+</dd>
+</dl>
+</td>
+<td><p>unpublished</p></td>
+<td><p>1</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, H2O</p></td>
+<td><p>51.08, 9.68, 13.26, 11.21, 11.66, 0.16, 0.79, 1.37, 0.8, 20.0</p></td>
+<td><p>mb</p></td>
+</tr>
+<tr class="row-odd"><td><dl class="simple">
+<dt>SQA</dt><dd><p>Synthetic amphibolite</p>
+</dd>
+</dl>
+</td>
+<td><p>Patino Douce &amp; Beard, 1995</p></td>
+<td><p>2</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, H2O</p></td>
+<td><p>60.05, 6.62, 8.31, 9.93, 6.57, 0.44, 1.83, 1.27, 0.33, 4.64</p></td>
+<td><p>mb</p></td>
+</tr>
+<tr class="row-even"><td><p>BL478: Sample 478</p></td>
+<td><p>Beard &amp; Lofgren, 1991</p></td>
+<td><p>3</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, H2O</p></td>
+<td><p>53.96, 9.26, 10.15, 8.11, 10.14, 0.11, 2.54, 1.35, 0.98, 3.42</p></td>
+<td><p>mb</p></td>
+</tr>
+<tr class="row-odd"><td><dl class="simple">
+<dt>KLB1 Peridotite </dt><dd><p>Anhydrous</p>
+</dd>
+</dl>
+</td>
+<td><p>Holland et al., 2018</p></td>
+<td><p>0</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O</p></td>
+<td><p>38.494, 1.776, 2.824, 50.566, 5.886, 0.01, 0.25, 0.1, 0.096, 0.109, 0.0</p></td>
+<td><p>ig</p></td>
+</tr>
+<tr class="row-even"><td><dl class="simple">
+<dt>RE46 </dt><dd><p>Icelandic basalt</p>
+</dd>
+</dl>
+</td>
+<td><p>Yang et al., 1996</p></td>
+<td><p>1</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O</p></td>
+<td><p>50.72, 9.16, 15.21, 16.25, 7.06, 0.01, 1.47, 0.39, 0.35, 0.01, 0.0</p></td>
+<td><p>ig</p></td>
+</tr>
+<tr class="row-odd"><td><p>N_MORB - Basalt</p></td>
+<td><p>Gale et al., 2013</p></td>
+<td><p>2</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O</p></td>
+<td><p>53.21, 9.41, 12.21, 12.21, 8.65, 0.09, 2.9, 1.21, 0.69, 0.02, 0.0</p></td>
+<td><p>ig</p></td>
+</tr>
+<tr class="row-even"><td><p>MIX1-G - Pyroxenite</p></td>
+<td><p>Hirschmann et al., 2003</p></td>
+<td><p>3</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O</p></td>
+<td><p>45.25, 8.89, 12.22, 24.68, 6.45, 0.03, 1.39, 0.67, 0.11, 0.02, 0.0</p></td>
+<td><p>ig</p></td>
+</tr>
+<tr class="row-odd"><td><p>High-Al basalt</p></td>
+<td><p>Baker, 1983</p></td>
+<td><p>4</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O</p></td>
+<td><p>54.4, 12.96, 11.31, 7.68, 8.63, 0.54, 3.93, 0.79, 0.41, 0.01, 0.0</p></td>
+<td><p>ig</p></td>
+</tr>
+<tr class="row-even"><td><p>Tonalite 101</p></td>
+<td><p>Piwinskii, 1968</p></td>
+<td><p>5</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O</p></td>
+<td><p>66.01, 11.98, 7.06, 4.16, 5.3, 1.57, 4.12, 0.66, 0.97, 0.01, 50.0</p></td>
+<td><p>ig</p></td>
+</tr>
+<tr class="row-odd"><td><p>Wet Basalt</p></td>
+<td><p>unpublished</p></td>
+<td><p>6</p></td>
+<td><p>SiO2, Al2O3, CaO, MgO, FeOt, K2O, Na2O, TiO2, O, Cr2O3, H2O</p></td>
+<td><p>50.081, 8.6901, 11.6698, 12.1438, 7.7832, 0.215, 2.4978, 1.0059, 0.467, 0.01, 5.4364</p></td>
+<td><p>ig</p></td>
+</tr>
+<tr class="row-even"><td><p>Serpentine oxidized</p></td>
+<td><p>Evans &amp; Forst, 2021</p></td>
+<td><p>0</p></td>
+<td><p>SiO2, Al2O3, MgO, FeOt, O, H2O, S</p></td>
+<td><p>20.044, 0.6256, 29.24, 3.149, 0.7324, 46.755, 0.3</p></td>
+<td><p>um</p></td>
+</tr>
+<tr class="row-odd"><td><p>Serpentine reduced</p></td>
+<td><p>Evans &amp; Forst, 2021</p></td>
+<td><p>1</p></td>
+<td><p>SiO2, Al2O3, MgO, FeOt, O, H2O, S</p></td>
+<td><p>20.044, 0.6256, 29.24, 3.149, 0.1324, 46.755, 0.3</p></td>
+<td><p>um</p></td>
+</tr>
+</tbody>
+</table>
+</section>
+
+
+           </div>
+          </div>
+          <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
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+    </div>
+
+  <hr/>
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+    <p>&#169; Copyright 2022, Riel, N., &amp; Kaus, B.J.P..</p>
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diff --git a/docs/dev.html b/docs/dev.html
index 33a1d0dc..5e3417cf 100644
--- a/docs/dev.html
+++ b/docs/dev.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/dev/Dev.html b/docs/dev/Dev.html
index 95f1a5a5..2afd7426 100644
--- a/docs/dev/Dev.html
+++ b/docs/dev/Dev.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/faq.html b/docs/faq.html
index c83013b5..7e566bbe 100644
--- a/docs/faq.html
+++ b/docs/faq.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/genindex.html b/docs/genindex.html
index ff85cdd3..24a61b8d 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -128,6 +128,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -139,17 +143,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -370,6 +379,8 @@ <h2 id="D">D</h2>
       <li><a href="src/objective_functions.html#c.dpdx_ig_ep">dpdx_ig_ep (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.dpdx_ig_fl">dpdx_ig_fl (C function)</a>
+</li>
+      <li><a href="src/objective_functions.html#c.dpdx_ig_fper">dpdx_ig_fper (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.dpdx_ig_g">dpdx_ig_g (C function)</a>
 </li>
@@ -398,11 +409,11 @@ <h2 id="D">D</h2>
       <li><a href="src/objective_functions.html#c.dpdx_mp_ep">dpdx_mp_ep (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.dpdx_mp_g">dpdx_mp_g (C function)</a>
-</li>
-      <li><a href="src/objective_functions.html#c.dpdx_mp_ilm">dpdx_mp_ilm (C function)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="src/objective_functions.html#c.dpdx_mp_ilm">dpdx_mp_ilm (C function)</a>
+</li>
       <li><a href="src/objective_functions.html#c.dpdx_mp_liq">dpdx_mp_liq (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.dpdx_mp_ma">dpdx_mp_ma (C function)</a>
@@ -475,11 +486,13 @@ <h2 id="F">F</h2>
 </li>
       <li><a href="src/simplex_levelling.html#c.fill_simplex_arrays_A">fill_simplex_arrays_A (C function)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="src/NLopt_opt_function.html#c.fl_ig_c">fl_ig_c (C function)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="src/NLopt_opt_function.html#c.fluid_um_c">fluid_um_c (C function)</a>
+</li>
+      <li><a href="src/NLopt_opt_function.html#c.fper_ig_c">fper_ig_c (C function)</a>
 </li>
       <li><a href="src/toolkit.html#c.freeMatrix">freeMatrix (C function)</a>
 </li>
@@ -516,6 +529,10 @@ <h2 id="G">G</h2>
       <li><a href="src/gss_function.html#c.G_SS_ig_fl_function">G_SS_ig_fl_function (C function)</a>
 </li>
       <li><a href="src/gss_init_function.html#c.G_SS_ig_fl_init_function">G_SS_ig_fl_init_function (C function)</a>
+</li>
+      <li><a href="src/gss_function.html#c.G_SS_ig_fper_function">G_SS_ig_fper_function (C function)</a>
+</li>
+      <li><a href="src/gss_init_function.html#c.G_SS_ig_fper_init_function">G_SS_ig_fper_init_function (C function)</a>
 </li>
       <li><a href="src/gss_function.html#c.G_SS_ig_g_function">G_SS_ig_g_function (C function)</a>
 </li>
@@ -582,11 +599,11 @@ <h2 id="G">G</h2>
       <li><a href="src/gss_init_function.html#c.G_SS_mp_ilm_init_function">G_SS_mp_ilm_init_function (C function)</a>
 </li>
       <li><a href="src/gss_function.html#c.G_SS_mp_liq_function">G_SS_mp_liq_function (C function)</a>
-</li>
-      <li><a href="src/gss_init_function.html#c.G_SS_mp_liq_init_function">G_SS_mp_liq_init_function (C function)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="src/gss_init_function.html#c.G_SS_mp_liq_init_function">G_SS_mp_liq_init_function (C function)</a>
+</li>
       <li><a href="src/gss_function.html#c.G_SS_mp_ma_function">G_SS_mp_ma_function (C function)</a>
 </li>
       <li><a href="src/gss_init_function.html#c.G_SS_mp_ma_init_function">G_SS_mp_ma_init_function (C function)</a>
@@ -790,6 +807,8 @@ <h2 id="O">O</h2>
       <li><a href="src/objective_functions.html#c.obj_ig_ep">obj_ig_ep (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.obj_ig_fl">obj_ig_fl (C function)</a>
+</li>
+      <li><a href="src/objective_functions.html#c.obj_ig_fper">obj_ig_fper (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.obj_ig_g">obj_ig_g (C function)</a>
 </li>
@@ -887,8 +906,6 @@ <h2 id="O">O</h2>
 <h2 id="P">P</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="src/objective_functions.html#c.p2x_ig_bi">p2x_ig_bi (C function)</a>
-</li>
       <li><a href="src/objective_functions.html#c.p2x_ig_cd">p2x_ig_cd (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.p2x_ig_cpx">p2x_ig_cpx (C function)</a>
@@ -896,6 +913,8 @@ <h2 id="P">P</h2>
       <li><a href="src/objective_functions.html#c.p2x_ig_ep">p2x_ig_ep (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.p2x_ig_fl">p2x_ig_fl (C function)</a>
+</li>
+      <li><a href="src/objective_functions.html#c.p2x_ig_fper">p2x_ig_fper (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.p2x_ig_g">p2x_ig_g (C function)</a>
 </li>
@@ -1032,6 +1051,8 @@ <h2 id="P">P</h2>
       <li><a href="src/objective_functions.html#c.px_ig_ep">px_ig_ep (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.px_ig_fl">px_ig_fl (C function)</a>
+</li>
+      <li><a href="src/objective_functions.html#c.px_ig_fper">px_ig_fper (C function)</a>
 </li>
       <li><a href="src/objective_functions.html#c.px_ig_g">px_ig_g (C function)</a>
 </li>
diff --git a/docs/index.html b/docs/index.html
index f88f2b22..2eb76465 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -4,7 +4,7 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>MAGEMin v1.3.2 &mdash; MAGEMin 2022 documentation</title>
+  <title>MAGEMin v1.3.3 &mdash; MAGEMin 2022 documentation</title>
       <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
       <link rel="stylesheet" href="_static/css/custom.css" type="text/css" />
@@ -130,6 +130,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -141,17 +145,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -239,7 +248,7 @@
           <div role="navigation" aria-label="Page navigation">
   <ul class="wy-breadcrumbs">
       <li><a href="#" class="icon icon-home"></a> &raquo;</li>
-      <li><strong>MAGEMin v1.3.2</strong></li>
+      <li><strong>MAGEMin v1.3.3</strong></li>
       <li class="wy-breadcrumbs-aside">
             <a href="_sources/index.rst.txt" rel="nofollow"> View page source</a>
       </li>
@@ -254,8 +263,8 @@
 <div class="line-block">
 <div class="line"><br /></div>
 </div>
-<section id="magemin-v1-3-2">
-<h1><strong>MAGEMin v1.3.2</strong><a class="headerlink" href="#magemin-v1-3-2" title="Permalink to this headline"></a></h1>
+<section id="magemin-v1-3-3">
+<h1><strong>MAGEMin v1.3.3</strong><a class="headerlink" href="#magemin-v1-3-3" title="Permalink to this headline"></a></h1>
 <p>MAGEMin (Mineral Assemblage Gibbs Energy Minimization) is a parallel C library callable from any petrological/geodynamic tool. For a given set of pressure, temperature and bulk-rock composition MAGEMin uses a combination of linear programming, extended Partitioning Gibbs free Energy and gradient-based local minimization to compute the most stable mineral assemblage</p>
 <p>A full description of the minimization approach used in MAGEMin is given in:</p>
 <p>Riel, N., Kaus, B. J. P., Green, E. C. R., &amp; Berlie, N. (2022). MAGEMin, an efficient Gibbs energy minimizer: Application to igneous systems. Geochemistry, Geophysics, Geosystems, 23, e2022GC010427. <a class="reference external" href="https://doi.org/10.1029/2022GC010427">https://doi.org/10.1029/2022GC010427</a></p>
@@ -388,6 +397,10 @@ <h1>Imported libraries<a class="headerlink" href="#imported-libraries" title="Pe
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 </div>
 <div class="toctree-wrapper compound">
@@ -401,8 +414,9 @@ <h1>Imported libraries<a class="headerlink" href="#imported-libraries" title="Pe
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a></li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/issues.html b/docs/issues.html
index 56f48864..82afd5be 100644
--- a/docs/issues.html
+++ b/docs/issues.html
@@ -20,7 +20,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Firewall warning (Apple M1)" href="faq.html" />
-    <link rel="prev" title="Single point calculation Tutorial" href="julia/Run.html" /> 
+    <link rel="prev" title="Serial point calculation Tutorial" href="julia/Run.html" /> 
 </head>
 
 <body class="wy-body-for-nav"> 
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -316,7 +325,7 @@ <h2>HP-LT melt prediction<a class="headerlink" href="#hp-lt-melt-prediction" tit
            </div>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
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+        <a href="julia/Run.html" class="btn btn-neutral float-left" title="Serial point calculation Tutorial" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
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diff --git a/docs/julia.html b/docs/julia.html
index c34f8ea7..e1c97e38 100644
--- a/docs/julia.html
+++ b/docs/julia.html
@@ -20,7 +20,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="MAGEMin_C.jll installation" href="julia/Installation.html" />
-    <link rel="prev" title="Usage" href="ckbk/gui.html" /> 
+    <link rel="prev" title="List of pre-defined bulk-rock composition" href="ckbk/predef.html" /> 
 </head>
 
 <body class="wy-body-for-nav"> 
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul class="current">
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -272,17 +281,22 @@ <h1>Installation<a class="headerlink" href="#installation" title="Permalink to t
 <h1>Use MAGEMin_C<a class="headerlink" href="#use-magemin-c" title="Permalink to this headline"></a></h1>
 <div class="toctree-wrapper compound">
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l1"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l2"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l2"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l2"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l1"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </div>
 </section>
@@ -291,7 +305,7 @@ <h1>Use MAGEMin_C<a class="headerlink" href="#use-magemin-c" title="Permalink to
            </div>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
-        <a href="ckbk/gui.html" class="btn btn-neutral float-left" title="Usage" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="ckbk/predef.html" class="btn btn-neutral float-left" title="List of pre-defined bulk-rock composition" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
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diff --git a/docs/julia/Installation.html b/docs/julia/Installation.html
index 6a5da4ec..4fe5471f 100644
--- a/docs/julia/Installation.html
+++ b/docs/julia/Installation.html
@@ -19,7 +19,7 @@
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="Single point calculation Tutorial" href="Run.html" />
+    <link rel="next" title="Serial point calculation Tutorial" href="Run.html" />
     <link rel="prev" title="Julia interface to MAGEMin" href="../julia.html" /> 
 </head>
 
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul class="current">
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -302,7 +311,7 @@ <h1>Install MAGEMin_C<a class="headerlink" href="#install-magemin-c" title="Perm
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
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-        <a href="Run.html" class="btn btn-neutral float-right" title="Single point calculation Tutorial" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+        <a href="Run.html" class="btn btn-neutral float-right" title="Serial point calculation Tutorial" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
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diff --git a/docs/julia/Run.html b/docs/julia/Run.html
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+++ b/docs/julia/Run.html
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   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
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+  <title>Serial point calculation Tutorial &mdash; MAGEMin 2022 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/custom.css" type="text/css" />
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul class="current">
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1 current"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul class="current">
-<li class="toctree-l2 current"><a class="current reference internal" href="#">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2 current"><a class="current reference internal" href="#">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#id1">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -241,7 +250,7 @@
   <ul class="wy-breadcrumbs">
       <li><a href="../index.html" class="icon icon-home"></a> &raquo;</li>
           <li><a href="../julia.html">Julia interface to MAGEMin</a> &raquo;</li>
-      <li>Single point calculation Tutorial</li>
+      <li>Serial point calculation Tutorial</li>
       <li class="wy-breadcrumbs-aside">
             <a href="../_sources/julia/Run.rst.txt" rel="nofollow"> View page source</a>
       </li>
@@ -251,30 +260,31 @@
           <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
            <div itemprop="articleBody">
              
-  <section id="single-point-calculation-tutorial">
-<h1>Single point calculation Tutorial<a class="headerlink" href="#single-point-calculation-tutorial" title="Permalink to this headline"></a></h1>
+  <section id="serial-point-calculation-tutorial">
+<h1>Serial point calculation Tutorial<a class="headerlink" href="#serial-point-calculation-tutorial" title="Permalink to this headline"></a></h1>
 <p>First open a terminal and execute Julia, then type <code class="docutils literal notranslate"><span class="pre">using</span> <span class="pre">MAGEMin_C</span></code> to load the package.</p>
 <div class="line-block">
 <div class="line"><br /></div>
 </div>
 <section id="initialize-database">
 <h2>Initialize database<a class="headerlink" href="#initialize-database" title="Permalink to this headline"></a></h2>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="nv">db</span>          <span class="o">=</span> <span class="s2">&quot;ig&quot;</span>  <span class="c1"># database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)</span>
-gv, z_b, DB, <span class="nv">splx_data</span>      <span class="o">=</span> init_MAGEMin<span class="o">(</span>db<span class="o">)</span><span class="p">;</span>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="c1"># Initialize database  - new way</span>
+<span class="nv">db</span>          <span class="o">=</span>   <span class="s2">&quot;ig&quot;</span>  <span class="c1"># database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b); um, ultramafic (Evans &amp; Frost 2021)</span>
+<span class="nv">data</span>        <span class="o">=</span>   Initialize_MAGEMin<span class="o">(</span>db, <span class="nv">verbose</span><span class="o">=</span><span class="nb">true</span><span class="o">)</span><span class="p">;</span>
 </pre></div>
 </div>
 <p>This initiatizes the global variables and the Database.</p>
+<div class="line-block">
+<div class="line"><br /></div>
+</div>
 </section>
 <section id="set-p-t-pressure-temperature">
 <h2>Set P-T-(pressure temperature)<a class="headerlink" href="#set-p-t-pressure-temperature" title="Permalink to this headline"></a></h2>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="nv">P</span>           <span class="o">=</span> <span class="m">8</span>.
-<span class="nv">T</span>           <span class="o">=</span> <span class="m">800</span>.
-<span class="nv">sys_in</span>      <span class="o">=</span> <span class="s2">&quot;mol&quot;</span>     <span class="c1"># wt or mol, default is mol</span>
-<span class="nb">test</span>        <span class="o">=</span> <span class="m">0</span><span class="p">;</span>
-<span class="nv">gv</span>          <span class="o">=</span> use_predefined_bulk_rock<span class="o">(</span>gv, test, db<span class="o">)</span>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="nv">P</span>           <span class="o">=</span>   <span class="m">8</span>.0
+<span class="nv">T</span>           <span class="o">=</span>   <span class="m">800</span>.0
 </pre></div>
 </div>
-<p><code class="docutils literal notranslate"><span class="pre">get_bulk_rock</span></code> retrieves the saved bulk-rock composition 0, which corresponds to KLB-1 peridotite.</p>
+<p><code class="docutils literal notranslate"><span class="pre">use_predefined_bulk_rock</span></code> retrieves the saved bulk-rock composition 0 from database ig, which corresponds to KLB-1 peridotite.</p>
 <div class="line-block">
 <div class="line"><br /></div>
 </div>
@@ -286,26 +296,47 @@ <h2>Set bulk-rock composition<a class="headerlink" href="#set-bulk-rock-composit
 <span class="nv">gv</span>          <span class="o">=</span> use_predefined_bulk_rock<span class="o">(</span>gv, test, db<span class="o">)</span>
 </pre></div>
 </div>
+<p>or a custom bulk-rock composition:</p>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="nv">Xoxides</span> <span class="o">=</span> <span class="o">[</span><span class="s2">&quot;SiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Al2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;CaO&quot;</span><span class="p">;</span> <span class="s2">&quot;MgO&quot;</span><span class="p">;</span> <span class="s2">&quot;FeO&quot;</span><span class="p">;</span> <span class="s2">&quot;Fe2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;K2O&quot;</span><span class="p">;</span> <span class="s2">&quot;Na2O&quot;</span><span class="p">;</span> <span class="s2">&quot;TiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Cr2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;H2O&quot;</span><span class="o">]</span><span class="p">;</span>
+<span class="nv">X</span>       <span class="o">=</span> <span class="o">[</span><span class="m">48</span>.43<span class="p">;</span> <span class="m">15</span>.19<span class="p">;</span> <span class="m">11</span>.57<span class="p">;</span> <span class="m">10</span>.13<span class="p">;</span> <span class="m">6</span>.65<span class="p">;</span> <span class="m">1</span>.64<span class="p">;</span> <span class="m">0</span>.59<span class="p">;</span> <span class="m">1</span>.87<span class="p">;</span> <span class="m">0</span>.68<span class="p">;</span> <span class="m">0</span>.0<span class="p">;</span> <span class="m">3</span>.0<span class="o">]</span><span class="p">;</span>
+<span class="nv">sys_in</span>  <span class="o">=</span> <span class="s2">&quot;wt&quot;</span>
+</pre></div>
+</div>
+<p>Note that the system unit <code class="docutils literal notranslate"><span class="pre">[mol,wt]</span></code> has to be provided here.</p>
+<p>where <code class="docutils literal notranslate"><span class="pre">Xoxides</span></code> is a <code class="docutils literal notranslate"><span class="pre">Vector(String)</span></code> containing the oxide names and <code class="docutils literal notranslate"><span class="pre">X</span></code> is a <code class="docutils literal notranslate"><span class="pre">Vector(Float)</span></code> of the <code class="docutils literal notranslate"><span class="pre">[mol,wt]</span></code> fraction of the bulk-rock composition.
+The function converts</p>
+<blockquote>
+<div><p><code class="docutils literal notranslate"><span class="pre">SiO2</span></code>, …, <code class="docutils literal notranslate"><span class="pre">FeO</span></code> and <code class="docutils literal notranslate"><span class="pre">Fe2O3</span></code> in system unit <code class="docutils literal notranslate"><span class="pre">[mol,wt]</span></code></p>
+</div></blockquote>
+<p>to:</p>
+<blockquote>
+<div><p><code class="docutils literal notranslate"><span class="pre">SiO2</span></code>, …, <code class="docutils literal notranslate"><span class="pre">FeOt</span></code> and <code class="docutils literal notranslate"><span class="pre">O</span></code> in system unit <code class="docutils literal notranslate"><span class="pre">[mol]</span></code>.</p>
+</div></blockquote>
+<p>Note that if the provided bulk-rock composition includes more oxides than supported, they will be ignored and the composition will be renormalized accordingly. Moreover, if both <code class="docutils literal notranslate"><span class="pre">Fe2O3</span></code> and <code class="docutils literal notranslate"><span class="pre">O</span></code> are provided, <code class="docutils literal notranslate"><span class="pre">O</span></code> will be recalculated as function of <code class="docutils literal notranslate"><span class="pre">Fe2O3</span></code>. Thus, if you want to prescribe a different <code class="docutils literal notranslate"><span class="pre">O</span></code> content, do not define <code class="docutils literal notranslate"><span class="pre">Fe2O3</span></code>!</p>
 <div class="line-block">
 <div class="line"><br /></div>
 </div>
 </section>
-<section id="set-the-level-of-verbose-1-0-1">
-<h2>Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code><a class="headerlink" href="#set-the-level-of-verbose-1-0-1" title="Permalink to this headline"></a></h2>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>gv.verbose  <span class="o">=</span> -1    <span class="c1"># switch off any verbose</span>
+<section id="set-the-level-of-verbose-false-true-1">
+<h2>Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code><a class="headerlink" href="#set-the-level-of-verbose-false-true-1" title="Permalink to this headline"></a></h2>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>gv.verbose  <span class="o">=</span> <span class="nb">false</span>    <span class="c1"># switch off any verbose</span>
 </pre></div>
 </div>
-<p><code class="docutils literal notranslate"><span class="pre">-1</span></code>, none; <code class="docutils literal notranslate"><span class="pre">0</span></code>, stable phase assemblage; <code class="docutils literal notranslate"><span class="pre">1</span></code>, full verbose. By default <code class="docutils literal notranslate"><span class="pre">gv.verbose</span></code> = 0.</p>
+<p><code class="docutils literal notranslate"><span class="pre">false</span></code>, none; <code class="docutils literal notranslate"><span class="pre">true</span></code>, stable phase assemblage; <code class="docutils literal notranslate"><span class="pre">1</span></code>, full verbose. By default <code class="docutils literal notranslate"><span class="pre">gv.verbose</span></code> = true.</p>
 <div class="line-block">
 <div class="line"><br /></div>
 </div>
 </section>
 <section id="call-optimization-routine-for-given-p-t-x">
 <h2>Call optimization routine for given P-T-X<a class="headerlink" href="#call-optimization-routine-for-given-p-t-x" title="Permalink to this headline"></a></h2>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>gv.verbose  <span class="o">=</span> -1    <span class="c1"># switch off any verbose</span>
-<span class="nv">out</span>         <span class="o">=</span> point_wise_minimization<span class="o">(</span>P,T, gv, z_b, DB, splx_data, sys_in<span class="o">)</span>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="nv">out</span>     <span class="o">=</span>   single_point_minimization<span class="o">(</span>P, T, data, <span class="nv">test</span><span class="o">=</span><span class="m">0</span><span class="o">)</span><span class="p">;</span>
+</pre></div>
+</div>
+<p>if a predefined test is used (see <a class="reference internal" href="../ckbk/predef.html"><span class="doc">List of pre-defined bulk-rock composition</span></a>) or:</p>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="nv">out</span>     <span class="o">=</span> single_point_minimization<span class="o">(</span>P, T, data, <span class="nv">X</span><span class="o">=</span>X, <span class="nv">Xoxides</span><span class="o">=</span>Xoxides, <span class="nv">sys_in</span><span class="o">=</span>sys_in<span class="o">)</span>
 </pre></div>
 </div>
+<p>if a custom bulk-rock composition is provided.</p>
 <div class="line-block">
 <div class="line"><br /></div>
 </div>
@@ -341,106 +372,105 @@ <h2>Access output structure<a class="headerlink" href="#access-output-structure"
 <div class="line"><br /></div>
 </div>
 </section>
-</section>
-<section id="provide-custom-bulk-rock-composition">
-<h1>Provide custom bulk rock composition<a class="headerlink" href="#provide-custom-bulk-rock-composition" title="Permalink to this headline"></a></h1>
-<p>To define and use your own bulk rock composition we provide a routine that converts bulk-rock composition into the right MAGEMin format.</p>
-<ul class="simple">
-<li><p>For the igneous database:</p></li>
-</ul>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="nv">bulk_in_ox</span> <span class="o">=</span> <span class="o">[</span><span class="s2">&quot;SiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Al2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;CaO&quot;</span><span class="p">;</span> <span class="s2">&quot;MgO&quot;</span><span class="p">;</span> <span class="s2">&quot;FeO&quot;</span><span class="p">;</span> <span class="s2">&quot;Fe2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;K2O&quot;</span><span class="p">;</span> <span class="s2">&quot;Na2O&quot;</span><span class="p">;</span> <span class="s2">&quot;TiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Cr2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;H2O&quot;</span><span class="o">]</span>
-<span class="nv">bulk_in</span>    <span class="o">=</span> <span class="o">[</span><span class="m">48</span>.43<span class="p">;</span> <span class="m">15</span>.19<span class="p">;</span> <span class="m">11</span>.57<span class="p">;</span> <span class="m">10</span>.13<span class="p">;</span> <span class="m">6</span>.65<span class="p">;</span> <span class="m">1</span>.64<span class="p">;</span> <span class="m">0</span>.59<span class="p">;</span> <span class="m">1</span>.87<span class="p">;</span> <span class="m">0</span>.68<span class="p">;</span> <span class="m">0</span>.0<span class="p">;</span> <span class="m">3</span>.0<span class="o">]</span>
-<span class="nv">sys_in</span>     <span class="o">=</span> <span class="s2">&quot;wt&quot;</span>
-<span class="nv">db</span>         <span class="o">=</span> <span class="s2">&quot;ig&quot;</span>  <span class="c1"># database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)</span>
+<section id="examples-of-serial-point-calculation">
+<h2>Examples of serial point calculation<a class="headerlink" href="#examples-of-serial-point-calculation" title="Permalink to this headline"></a></h2>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="c1">#load MAGEMin</span>
+using MAGEMin_C
 
-<span class="nv">gv</span>         <span class="o">=</span> define_bulk_rock<span class="o">(</span>gv, bulk_in, bulk_in_ox, sys_in, db<span class="o">)</span><span class="p">;</span>
-</pre></div>
-</div>
-<ul class="simple">
-<li><p>For the metapelite database</p></li>
-</ul>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="nv">bulk_in_ox</span> <span class="o">=</span> <span class="o">[</span><span class="s2">&quot;SiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Al2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;CaO&quot;</span><span class="p">;</span> <span class="s2">&quot;MgO&quot;</span><span class="p">;</span> <span class="s2">&quot;FeO&quot;</span><span class="p">;</span> <span class="s2">&quot;Fe2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;K2O&quot;</span><span class="p">;</span> <span class="s2">&quot;Na2O&quot;</span><span class="p">;</span> <span class="s2">&quot;TiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;MnO&quot;</span><span class="p">;</span> <span class="s2">&quot;H2O&quot;</span><span class="o">]</span>
-<span class="nv">bulk_in</span>    <span class="o">=</span> <span class="o">[</span><span class="m">69</span>.64<span class="p">;</span> <span class="m">13</span>.76<span class="p">;</span> <span class="m">1</span>.77<span class="p">;</span> <span class="m">1</span>.73<span class="p">;</span> <span class="m">4</span>.32<span class="p">;</span> <span class="m">0</span>.4<span class="p">;</span> <span class="m">2</span>.61<span class="p">;</span> <span class="m">2</span>.41<span class="p">;</span> <span class="m">0</span>.80<span class="p">;</span> <span class="m">0</span>.07<span class="p">;</span> <span class="m">10</span>.0<span class="o">]</span>
-<span class="nv">sys_in</span>     <span class="o">=</span> <span class="s2">&quot;wt&quot;</span>
-<span class="nv">db</span>         <span class="o">=</span> <span class="s2">&quot;mp&quot;</span>  <span class="c1"># database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)</span>
+<span class="nv">data</span>    <span class="o">=</span> Initialize_MAGEMin<span class="o">(</span><span class="s2">&quot;ig&quot;</span>, <span class="nv">verbose</span><span class="o">=</span><span class="nb">false</span><span class="o">)</span><span class="p">;</span>
 
-<span class="nv">gv</span>         <span class="o">=</span> define_bulk_rock<span class="o">(</span>gv, bulk_in, bulk_in_ox, sys_in, db<span class="o">)</span><span class="p">;</span>
+<span class="c1"># One bulk rock for all points</span>
+P,T     <span class="o">=</span> <span class="m">10</span>.0, <span class="m">1100</span>.0
+<span class="nv">Xoxides</span> <span class="o">=</span> <span class="o">[</span><span class="s2">&quot;SiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Al2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;CaO&quot;</span><span class="p">;</span> <span class="s2">&quot;MgO&quot;</span><span class="p">;</span> <span class="s2">&quot;FeO&quot;</span><span class="p">;</span> <span class="s2">&quot;Fe2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;K2O&quot;</span><span class="p">;</span> <span class="s2">&quot;Na2O&quot;</span><span class="p">;</span> <span class="s2">&quot;TiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Cr2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;H2O&quot;</span><span class="o">]</span><span class="p">;</span>
+<span class="nv">X</span>       <span class="o">=</span> <span class="o">[</span><span class="m">48</span>.43<span class="p">;</span> <span class="m">15</span>.19<span class="p">;</span> <span class="m">11</span>.57<span class="p">;</span> <span class="m">10</span>.13<span class="p">;</span> <span class="m">6</span>.65<span class="p">;</span> <span class="m">1</span>.64<span class="p">;</span> <span class="m">0</span>.59<span class="p">;</span> <span class="m">1</span>.87<span class="p">;</span> <span class="m">0</span>.68<span class="p">;</span> <span class="m">0</span>.0<span class="p">;</span> <span class="m">3</span>.0<span class="o">]</span><span class="p">;</span>
+<span class="nv">sys_in</span>  <span class="o">=</span> <span class="s2">&quot;wt&quot;</span>
+<span class="nv">out</span>     <span class="o">=</span> single_point_minimization<span class="o">(</span>P, T, data, <span class="nv">X</span><span class="o">=</span>X, <span class="nv">Xoxides</span><span class="o">=</span>Xoxides, <span class="nv">sys_in</span><span class="o">=</span>sys_in<span class="o">)</span>
+Finalize_MAGEMin<span class="o">(</span>data<span class="o">)</span>
 </pre></div>
 </div>
-<p>where <code class="docutils literal notranslate"><span class="pre">bulk_in_ox</span></code> is a <code class="docutils literal notranslate"><span class="pre">Vector(String)</span></code> containing the oxide names and <code class="docutils literal notranslate"><span class="pre">bulk_in</span></code> is a <code class="docutils literal notranslate"><span class="pre">Vector(Float)</span></code> of the <code class="docutils literal notranslate"><span class="pre">[mol,wt]</span></code> fraction of the bulk-rock composition.
-The function converts</p>
-<blockquote>
-<div><p><code class="docutils literal notranslate"><span class="pre">SiO2</span></code>, …, <code class="docutils literal notranslate"><span class="pre">FeO</span></code> and <code class="docutils literal notranslate"><span class="pre">Fe2O3</span></code> in system unit <code class="docutils literal notranslate"><span class="pre">[mol,wt]</span></code></p>
-</div></blockquote>
-<p>to:</p>
-<blockquote>
-<div><p><code class="docutils literal notranslate"><span class="pre">SiO2</span></code>, …, <code class="docutils literal notranslate"><span class="pre">FeOt</span></code> and <code class="docutils literal notranslate"><span class="pre">O</span></code> in system unit <code class="docutils literal notranslate"><span class="pre">[mol]</span></code>.</p>
-</div></blockquote>
-<p>Note that if the provided bulk-rock composition includes more oxides than supported, they will be ignored and the composition will be renormalized accordingly. Moreover, if both <code class="docutils literal notranslate"><span class="pre">Fe2O3</span></code> and <code class="docutils literal notranslate"><span class="pre">O</span></code> are provided, <code class="docutils literal notranslate"><span class="pre">O</span></code> will be recalculated as function of <code class="docutils literal notranslate"><span class="pre">Fe2O3</span></code>. Thus, if you want to prescribe a different <code class="docutils literal notranslate"><span class="pre">O</span></code> content, do not define <code class="docutils literal notranslate"><span class="pre">Fe2O3</span></code>!</p>
-<p>A full Julia script demonstrating how to use this function is provided below:</p>
+<p>for the metapelite database:</p>
 <div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="c1">#load MAGEMin</span>
 using MAGEMin_C
 
 <span class="c1">#initialize</span>
-<span class="nv">db</span>          <span class="o">=</span> <span class="s2">&quot;ig&quot;</span>  <span class="c1"># database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)</span>
-gv, z_b, DB, <span class="nv">splx_data</span>      <span class="o">=</span> init_MAGEMin<span class="o">(</span>db<span class="o">)</span><span class="p">;</span>
+<span class="nv">data</span>    <span class="o">=</span> Initialize_MAGEMin<span class="o">(</span><span class="s2">&quot;mp&quot;</span>, <span class="nv">verbose</span><span class="o">=</span><span class="nb">false</span><span class="o">)</span><span class="p">;</span>
 
 <span class="c1"># provide bulk-rock composition</span>
-<span class="nv">bulk_in_ox</span> <span class="o">=</span> <span class="o">[</span><span class="s2">&quot;SiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Al2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;CaO&quot;</span><span class="p">;</span> <span class="s2">&quot;MgO&quot;</span><span class="p">;</span> <span class="s2">&quot;FeO&quot;</span><span class="p">;</span> <span class="s2">&quot;Fe2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;K2O&quot;</span><span class="p">;</span> <span class="s2">&quot;Na2O&quot;</span><span class="p">;</span> <span class="s2">&quot;TiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Cr2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;H2O&quot;</span><span class="o">]</span><span class="p">;</span>
-<span class="nv">bulk_in</span>    <span class="o">=</span> <span class="o">[</span><span class="m">48</span>.43<span class="p">;</span> <span class="m">15</span>.19<span class="p">;</span> <span class="m">11</span>.57<span class="p">;</span> <span class="m">10</span>.13<span class="p">;</span> <span class="m">6</span>.65<span class="p">;</span> <span class="m">1</span>.64<span class="p">;</span> <span class="m">0</span>.59<span class="p">;</span> <span class="m">1</span>.87<span class="p">;</span> <span class="m">0</span>.68<span class="p">;</span> <span class="m">0</span>.0<span class="p">;</span> <span class="m">3</span>.0<span class="o">]</span><span class="p">;</span>
-<span class="nv">sys_in</span>     <span class="o">=</span> <span class="s2">&quot;wt&quot;</span>
-
-<span class="c1"># convert bulk rock</span>
-<span class="nv">gv</span>         <span class="o">=</span> define_bulk_rock<span class="o">(</span>gv, bulk_in, bulk_in_ox, sys_in, db<span class="o">)</span><span class="p">;</span>
-
-<span class="c1"># provide pressure and temperature conditions</span>
-P,T        <span class="o">=</span> <span class="m">10</span>.0, <span class="m">1100</span>.0<span class="p">;</span>
-
-<span class="c1"># switch off any verbose</span>
-gv.verbose <span class="o">=</span> -1
-
-<span class="c1"># perform minimization</span>
-<span class="nv">out</span>        <span class="o">=</span> point_wise_minimization<span class="o">(</span>P,T, gv, z_b, DB, splx_data, sys_in<span class="o">)</span>
-
-<span class="c1"># print output</span>
-print_info<span class="o">(</span>out<span class="o">)</span>
-
-<span class="c1"># free memory</span>
-finalize_MAGEMin<span class="o">(</span>gv,DB<span class="o">)</span>
+P,T      <span class="o">=</span> <span class="m">2</span>.0, <span class="m">650</span>.0
+<span class="nv">Xoxides</span>  <span class="o">=</span> <span class="o">[</span><span class="s2">&quot;SiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Al2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;CaO&quot;</span><span class="p">;</span> <span class="s2">&quot;MgO&quot;</span><span class="p">;</span> <span class="s2">&quot;FeO&quot;</span><span class="p">;</span> <span class="s2">&quot;Fe2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;K2O&quot;</span><span class="p">;</span> <span class="s2">&quot;Na2O&quot;</span><span class="p">;</span> <span class="s2">&quot;TiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;MnO&quot;</span><span class="p">;</span> <span class="s2">&quot;H2O&quot;</span><span class="o">]</span>
+<span class="nv">X</span>        <span class="o">=</span> <span class="o">[</span><span class="m">69</span>.64<span class="p">;</span> <span class="m">13</span>.76<span class="p">;</span> <span class="m">1</span>.77<span class="p">;</span> <span class="m">1</span>.73<span class="p">;</span> <span class="m">4</span>.32<span class="p">;</span> <span class="m">0</span>.4<span class="p">;</span> <span class="m">2</span>.61<span class="p">;</span> <span class="m">2</span>.41<span class="p">;</span> <span class="m">0</span>.80<span class="p">;</span> <span class="m">0</span>.07<span class="p">;</span> <span class="m">10</span>.0<span class="o">]</span>
+<span class="nv">sys_in</span>   <span class="o">=</span> <span class="s2">&quot;wt&quot;</span>
+<span class="nv">out</span>      <span class="o">=</span> single_point_minimization<span class="o">(</span>P, T, data, <span class="nv">X</span><span class="o">=</span>X, <span class="nv">Xoxides</span><span class="o">=</span>Xoxides, <span class="nv">sys_in</span><span class="o">=</span>sys_in<span class="o">)</span>
+Finalize_MAGEMin<span class="o">(</span>data<span class="o">)</span>
 </pre></div>
 </div>
-<p>of for the metapelite database:</p>
+<p>for the ultramafic database:</p>
 <div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="c1">#load MAGEMin</span>
 using MAGEMin_C
 
 <span class="c1">#initialize</span>
-<span class="nv">db</span>          <span class="o">=</span> <span class="s2">&quot;mp&quot;</span>  <span class="c1"># database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)</span>
-gv, z_b, DB, <span class="nv">splx_data</span>      <span class="o">=</span> init_MAGEMin<span class="o">(</span>db<span class="o">)</span><span class="p">;</span>
+<span class="nv">data</span>    <span class="o">=</span> Initialize_MAGEMin<span class="o">(</span><span class="s2">&quot;um&quot;</span>, <span class="nv">verbose</span><span class="o">=</span><span class="nb">false</span><span class="o">)</span><span class="p">;</span>
 
 <span class="c1"># provide bulk-rock composition</span>
-<span class="nv">bulk_in_ox</span> <span class="o">=</span> <span class="o">[</span><span class="s2">&quot;SiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Al2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;CaO&quot;</span><span class="p">;</span> <span class="s2">&quot;MgO&quot;</span><span class="p">;</span> <span class="s2">&quot;FeO&quot;</span><span class="p">;</span> <span class="s2">&quot;Fe2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;K2O&quot;</span><span class="p">;</span> <span class="s2">&quot;Na2O&quot;</span><span class="p">;</span> <span class="s2">&quot;TiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;MnO&quot;</span><span class="p">;</span> <span class="s2">&quot;H2O&quot;</span><span class="o">]</span>
-<span class="nv">bulk_in</span>    <span class="o">=</span> <span class="o">[</span><span class="m">69</span>.64<span class="p">;</span> <span class="m">13</span>.76<span class="p">;</span> <span class="m">1</span>.77<span class="p">;</span> <span class="m">1</span>.73<span class="p">;</span> <span class="m">4</span>.32<span class="p">;</span> <span class="m">0</span>.4<span class="p">;</span> <span class="m">2</span>.61<span class="p">;</span> <span class="m">2</span>.41<span class="p">;</span> <span class="m">0</span>.80<span class="p">;</span> <span class="m">0</span>.07<span class="p">;</span> <span class="m">10</span>.0<span class="o">]</span>
-<span class="nv">sys_in</span>     <span class="o">=</span> <span class="s2">&quot;wt&quot;</span>
-
-<span class="c1"># convert bulk rock</span>
-<span class="nv">gv</span>         <span class="o">=</span> define_bulk_rock<span class="o">(</span>gv, bulk_in, bulk_in_ox, sys_in, db<span class="o">)</span><span class="p">;</span>
-
-<span class="c1"># provide pressure and temperature conditions</span>
-P,T        <span class="o">=</span> <span class="m">4</span>.0, <span class="m">800</span>.0<span class="p">;</span>
-
-<span class="c1"># switch off any verbose</span>
-gv.verbose <span class="o">=</span> -1
+P,T      <span class="o">=</span> <span class="m">2</span>.0, <span class="m">650</span>.0
+<span class="nv">out</span>      <span class="o">=</span> single_point_minimization<span class="o">(</span>P, T, data, <span class="nv">test</span><span class="o">=</span><span class="m">0</span><span class="o">)</span>
+Finalize_MAGEMin<span class="o">(</span>data<span class="o">)</span>
+</pre></div>
+</div>
+</section>
+</section>
+<section id="parallel-point-calculation-tutorial">
+<h1>Parallel point calculation Tutorial<a class="headerlink" href="#parallel-point-calculation-tutorial" title="Permalink to this headline"></a></h1>
+<p>To compute a list of single point calculation in parallel your can use the native Julia multi-threading. To activate multi-threading simply launch the Julia terminal as:</p>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>julia -t <span class="m">4</span>
+</pre></div>
+</div>
+<p>or</p>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>julia --threads <span class="m">4</span>
+</pre></div>
+</div>
+<p>where the number of threads depends on your system, generally twice the number of cores.</p>
+<div class="line-block">
+<div class="line"><br /></div>
+</div>
+<section id="id1">
+<h2>Examples of serial point calculation<a class="headerlink" href="#id1" title="Permalink to this headline"></a></h2>
+<p>To run <code class="docutils literal notranslate"><span class="pre">n</span></code> points, using database <code class="docutils literal notranslate"><span class="pre">ig</span></code> and <code class="docutils literal notranslate"><span class="pre">test</span> <span class="pre">0</span></code> (see <a class="reference internal" href="../ckbk/predef.html"><span class="doc">List of pre-defined bulk-rock composition</span></a>):</p>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="c1">#load MAGEMin</span>
+using MAGEMin_C
 
-<span class="c1"># perform minimization</span>
-<span class="nv">out</span>        <span class="o">=</span> point_wise_minimization<span class="o">(</span>P,T, gv, z_b, DB, splx_data, sys_in<span class="o">)</span>
+<span class="c1">#initialize</span>
+<span class="nv">data</span>    <span class="o">=</span>   Initialize_MAGEMin<span class="o">(</span><span class="s2">&quot;ig&quot;</span>, <span class="nv">verbose</span><span class="o">=</span><span class="nb">false</span><span class="o">)</span><span class="p">;</span>
+<span class="nv">n</span>       <span class="o">=</span>   <span class="m">100</span><span class="p">;</span>
+<span class="nv">P</span>       <span class="o">=</span>   fill<span class="o">(</span><span class="m">8</span>.0,n<span class="o">)</span>
+<span class="nv">T</span>       <span class="o">=</span>   fill<span class="o">(</span><span class="m">800</span>.0,n<span class="o">)</span>
+<span class="nv">out</span>     <span class="o">=</span>   multi_point_minimization<span class="o">(</span>P, T, data, <span class="nv">test</span><span class="o">=</span><span class="m">1</span><span class="o">)</span><span class="p">;</span>
+Finalize_MAGEMin<span class="o">(</span>data<span class="o">)</span>
+</pre></div>
+</div>
+<p>Here the results are stored in <code class="docutils literal notranslate"><span class="pre">out</span></code> as <code class="docutils literal notranslate"><span class="pre">out[1:end]</span></code>. Various bulk-rock compositions can be prescribed as:</p>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="c1">#load MAGEMin</span>
+using MAGEMin_C
 
-<span class="c1"># print output</span>
-print_info<span class="o">(</span>out<span class="o">)</span>
+<span class="c1">#initialize</span>
+<span class="nv">data</span>    <span class="o">=</span> Initialize_MAGEMin<span class="o">(</span><span class="s2">&quot;ig&quot;</span>, <span class="nv">verbose</span><span class="o">=</span><span class="nb">false</span><span class="o">)</span><span class="p">;</span>
 
-<span class="c1"># free memory</span>
-finalize_MAGEMin<span class="o">(</span>gv,DB<span class="o">)</span>
+<span class="c1">#set P-T-X conditions</span>
+<span class="nv">P</span>       <span class="o">=</span> <span class="o">[</span><span class="m">10</span>.0, <span class="m">10</span>.0<span class="o">]</span><span class="p">;</span>
+<span class="nv">T</span>       <span class="o">=</span> <span class="o">[</span><span class="m">1100</span>.0, <span class="m">1100</span>.0<span class="o">]</span><span class="p">;</span>
+<span class="nv">Xoxides</span> <span class="o">=</span> <span class="o">[</span><span class="s2">&quot;SiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Al2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;CaO&quot;</span><span class="p">;</span> <span class="s2">&quot;MgO&quot;</span><span class="p">;</span> <span class="s2">&quot;FeO&quot;</span><span class="p">;</span> <span class="s2">&quot;Fe2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;K2O&quot;</span><span class="p">;</span> <span class="s2">&quot;Na2O&quot;</span><span class="p">;</span> <span class="s2">&quot;TiO2&quot;</span><span class="p">;</span> <span class="s2">&quot;Cr2O3&quot;</span><span class="p">;</span> <span class="s2">&quot;H2O&quot;</span><span class="o">]</span><span class="p">;</span>
+<span class="nv">X1</span>      <span class="o">=</span> <span class="o">[</span><span class="m">48</span>.43<span class="p">;</span> <span class="m">15</span>.19<span class="p">;</span> <span class="m">11</span>.57<span class="p">;</span> <span class="m">10</span>.13<span class="p">;</span> <span class="m">6</span>.65<span class="p">;</span> <span class="m">1</span>.64<span class="p">;</span> <span class="m">0</span>.59<span class="p">;</span> <span class="m">1</span>.87<span class="p">;</span> <span class="m">0</span>.68<span class="p">;</span> <span class="m">0</span>.0<span class="p">;</span> <span class="m">3</span>.0<span class="o">]</span><span class="p">;</span>
+<span class="nv">X2</span>      <span class="o">=</span> <span class="o">[</span><span class="m">49</span>.43<span class="p">;</span> <span class="m">14</span>.19<span class="p">;</span> <span class="m">11</span>.57<span class="p">;</span> <span class="m">10</span>.13<span class="p">;</span> <span class="m">6</span>.65<span class="p">;</span> <span class="m">1</span>.64<span class="p">;</span> <span class="m">0</span>.59<span class="p">;</span> <span class="m">1</span>.87<span class="p">;</span> <span class="m">0</span>.68<span class="p">;</span> <span class="m">0</span>.0<span class="p">;</span> <span class="m">3</span>.0<span class="o">]</span><span class="p">;</span>
+<span class="nv">X</span>       <span class="o">=</span> <span class="o">[</span>X1,X2<span class="o">]</span><span class="p">;</span>
+<span class="nv">sys_in</span>  <span class="o">=</span> <span class="s2">&quot;wt&quot;</span>
+<span class="nv">out</span>     <span class="o">=</span> multi_point_minimization<span class="o">(</span>P, T, data, <span class="nv">X</span><span class="o">=</span>X, <span class="nv">Xoxides</span><span class="o">=</span>Xoxides, <span class="nv">sys_in</span><span class="o">=</span>sys_in<span class="o">)</span>
 </pre></div>
 </div>
+</section>
+</section>
+<section id="other-examples">
+<h1>Other examples<a class="headerlink" href="#other-examples" title="Permalink to this headline"></a></h1>
+<p>Several additional tests are provided in <code class="docutils literal notranslate"><span class="pre">./test/runtests.jl</span></code>.</p>
 </section>
 
 
diff --git a/docs/man.html b/docs/man.html
index 57f5c7d6..fa3b97ca 100644
--- a/docs/man.html
+++ b/docs/man.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/man/Examples.html b/docs/man/Examples.html
index f95758b8..562b101d 100644
--- a/docs/man/Examples.html
+++ b/docs/man/Examples.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
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 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/man/Thermo.html b/docs/man/Thermo.html
index 1b783074..218e1351 100644
--- a/docs/man/Thermo.html
+++ b/docs/man/Thermo.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/objects.inv b/docs/objects.inv
index 2cdf9843..52dbd199 100644
Binary files a/docs/objects.inv and b/docs/objects.inv differ
diff --git a/docs/search.html b/docs/search.html
index d7c22546..5a33bf50 100644
--- a/docs/search.html
+++ b/docs/search.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/searchindex.js b/docs/searchindex.js
index 7a496029..0ad72495 100644
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line minimization","List of arguments","Usage","THERMOCALC-like output","List of pre-defined bulk-rock composition","Add database","Analytical formulation","Firewall warning (Apple M1)","<strong>MAGEMin v1.3.3</strong>","Quick tips!","Julia interface to MAGEMin","MAGEMin_C.jll installation","Serial point calculation Tutorial","Thermodynamic problem","Examples of phase diagrams","Problem definition","Main algorithm","MAGEMin","NLopt_opt_function","PGE_function","dump_function","gem_function","gss_function","gss_init_function","io_function","objective_functions","phase_update_function","pp_min_function","Simplex levelling","ss_min_function","toolkit","Linux-based system","Python libraries","External libraries","External libraries"],titleterms:{"1":[2,12,15],"101":14,"2":15,"3":[8,15],"function":[16,27],"import":8,"true":12,As:3,access:12,add:5,algorithm:[15,16],analyt:6,appl:7,approach:15,argument:1,assemblag:17,avail:8,basalt:14,base:31,bulk:[0,2,4,12],c:32,calcul:[1,12],call:12,chang:2,chemic:9,choos:2,code:8,command:0,compil:9,composit:[2,4,12],comput:[2,3],condit:2,constraint:15,content:9,contour:2,contributor:8,cookbook:8,data:[0,2],databas:[5,12],dataset:8,defin:4,definit:15,demonstr:15,develop:[8,31],diagram:[2,13,14],displai:[2,12],duhem:15,dump_funct:20,end:2,energi:[15,17],exampl:[8,12,14],extern:[33,34],fals:12,faq:8,field:2,figur:2,firewal:7,formul:6,fraction:2,gem_funct:21,gener:[0,6],gibb:[15,17],given:12,gss_function:22,gss_init_funct:23,gui:2,hp:9,hydrou:14,igneou:8,inform:3,initi:12,instal:[8,10,11],interfac:[8,10],io_funct:24,iso:2,issu:8,jll:11,julia:[8,10,11],klb1:14,klb:2,known:[8,9],label:2,level:[12,28],librari:[8,32,33,34],like:3,line:0,linux:[9,31],list:[1,4],low:9,lt:9,m1:7,maco:31,magemin:[8,10,17,33,34],magemin_c:[10,11],main:16,mass:15,matlab:3,melt:9,member:2,mesh:2,metapelit:8,method:8,miner:17,minim:[0,12,15,17,27],minimum:9,mixg1:14,mode:2,multipl:1,nest:3,nlopt_opt_funct:18,nmorb:14,objective_funct:25,optim:12,option:[2,31],other:12,output:[0,2,3,12],oxygen:9,p:[2,12],parallel:[1,12],peridotit:14,pge_funct:19,phase:[2,3,13,14,16,27],phase_update_funct:26,point:[1,2,12],pp:[23,26],pp_min_funct:27,pre:4,predefin:0,predict:9,pressur:[9,12],problem:[9,13,15],proport:3,pseudocompound:6,pseudosect:[0,2],pure:[16,27],pyroxenit:14,python:32,quick:9,rang:2,re46:14,reduc:9,refin:2,rock:[0,2,4,12],routin:12,sart:2,save:2,section:8,select:2,serial:12,set:[2,9,12],simplex:28,singl:[1,2],solut:[3,16],sourc:8,ss_flag:[23,26],ss_min_funct:29,stabil:9,stabl:2,structur:[3,12],system:[3,9,31],t:[2,12],tabl:4,temperatur:[9,12],thermocalc:3,thermodynam:[8,13],tip:[8,9],titl:4,tonalit:14,tool:32,toolkit:[16,30],total:15,tutori:[2,12],type:2,ultramaf:8,us:10,usag:2,v1:8,vector:2,verbos:12,warn:7,x:[2,12]}})
\ No newline at end of file
diff --git a/docs/src.html b/docs/src.html
index b4c0ba7f..e4922f9c 100644
--- a/docs/src.html
+++ b/docs/src.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/src/MAGEMin.html b/docs/src/MAGEMin.html
index 5e3036d5..941a5a7a 100644
--- a/docs/src/MAGEMin.html
+++ b/docs/src/MAGEMin.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/src/NLopt_opt_function.html b/docs/src/NLopt_opt_function.html
index b7ba586d..886991dd 100644
--- a/docs/src/NLopt_opt_function.html
+++ b/docs/src/NLopt_opt_function.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -352,6 +361,12 @@ <h1>NLopt_opt_function<a class="headerlink" href="#nlopt-opt-function" title="Pe
 <dd><p>Inequality constraints for bi_mp</p>
 </dd></dl>
 
+<dl class="c function">
+<dt class="sig sig-object c" id="c.fper_ig_c">
+<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">fper_ig_c</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">unsigned</span></span><span class="w"> </span><span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">m</span></span>, <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">result</span></span>, <span class="kt"><span class="pre">unsigned</span></span><span class="w"> </span><span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">n</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">x</span></span>, <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">grad</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">data</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.fper_ig_c" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/NLopt_opt_function.c.html#c.fper_ig_c"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
+<dd><p>Inequality constraints for fper_S11</p>
+</dd></dl>
+
 <dl class="c function">
 <dt class="sig sig-object c" id="c.cpx_ig_c">
 <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">cpx_ig_c</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">unsigned</span></span><span class="w"> </span><span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">m</span></span>, <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">result</span></span>, <span class="kt"><span class="pre">unsigned</span></span><span class="w"> </span><span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">n</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">x</span></span>, <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">grad</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">data</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.cpx_ig_c" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/NLopt_opt_function.c.html#c.cpx_ig_c"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
diff --git a/docs/src/PGE_function.html b/docs/src/PGE_function.html
index 30b99d12..97cb1a67 100644
--- a/docs/src/PGE_function.html
+++ b/docs/src/PGE_function.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/src/dump_function.html b/docs/src/dump_function.html
index 2de795c8..c2c220d8 100644
--- a/docs/src/dump_function.html
+++ b/docs/src/dump_function.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/src/gem_function.html b/docs/src/gem_function.html
index f3542e86..05e46c07 100644
--- a/docs/src/gem_function.html
+++ b/docs/src/gem_function.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/src/gss_function.html b/docs/src/gss_function.html
index 0b20f3f8..d26ab160 100644
--- a/docs/src/gss_function.html
+++ b/docs/src/gss_function.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -353,6 +362,12 @@ <h1>gss_function<a class="headerlink" href="#gss-function" title="Permalink to t
 <dd><p>retrieve reference thermodynamic data for mp_st</p>
 </dd></dl>
 
+<dl class="c function">
+<dt class="sig sig-object c" id="c.G_SS_ig_fper_function">
+<span class="n"><span class="pre">SS_ref</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">G_SS_ig_fper_function</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">SS_ref</span></span><span class="w"> </span><span class="n"><span class="pre">SS_ref_db</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">EM_database</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">len_ox</span></span>, <span class="n"><span class="pre">bulk_info</span></span><span class="w"> </span><span class="n"><span class="pre">z_b</span></span>, <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="n"><span class="pre">eps</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.G_SS_ig_fper_function" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/gss_function.c.html#c.G_SS_ig_fper_function"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
+<dd><p>retrieve reference thermodynamic data for igp_fper_S11</p>
+</dd></dl>
+
 <dl class="c function">
 <dt class="sig sig-object c" id="c.G_SS_ig_bi_function">
 <span class="n"><span class="pre">SS_ref</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">G_SS_ig_bi_function</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">SS_ref</span></span><span class="w"> </span><span class="n"><span class="pre">SS_ref_db</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">EM_database</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">len_ox</span></span>, <span class="n"><span class="pre">bulk_info</span></span><span class="w"> </span><span class="n"><span class="pre">z_b</span></span>, <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="n"><span class="pre">eps</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.G_SS_ig_bi_function" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/gss_function.c.html#c.G_SS_ig_bi_function"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
diff --git a/docs/src/gss_init_function.html b/docs/src/gss_init_function.html
index 2b2d188a..4cc40f86 100644
--- a/docs/src/gss_init_function.html
+++ b/docs/src/gss_init_function.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -444,6 +453,21 @@ <h2>PP &amp; SS_flags<a class="headerlink" href="#pp-ss-flags" title="Permalink
 <dd><p>allocate memory for mt_mp</p>
 </dd></dl>
 
+<dl class="c function">
+<dt class="sig sig-object c" id="c.G_SS_ig_fper_init_function">
+<span class="n"><span class="pre">SS_ref</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">G_SS_ig_fper_init_function</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">SS_ref</span></span><span class="w"> </span><span class="n"><span class="pre">SS_ref_db</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">EM_database</span></span>, <span class="n"><span class="pre">global_variable</span></span><span class="w"> </span><span class="n"><span class="pre">gv</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.G_SS_ig_fper_init_function" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/gss_init_function.c.html#c.G_SS_ig_fper_init_function"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
+<dd><dl>
+<dt>/</dt><dd><blockquote>
+<div><p>/</p>
+</div></blockquote>
+<dl class="simple">
+<dt>IGNEOUS DATABASE (Holland et al., 2018)</dt><dd></dd>
+</dl>
+</dd>
+</dl>
+<p>allocate memory for fper</p>
+</dd></dl>
+
 <dl class="c function">
 <dt class="sig sig-object c" id="c.G_SS_ig_bi_init_function">
 <span class="n"><span class="pre">SS_ref</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">G_SS_ig_bi_init_function</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">SS_ref</span></span><span class="w"> </span><span class="n"><span class="pre">SS_ref_db</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">EM_database</span></span>, <span class="n"><span class="pre">global_variable</span></span><span class="w"> </span><span class="n"><span class="pre">gv</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.G_SS_ig_bi_init_function" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/gss_init_function.c.html#c.G_SS_ig_bi_init_function"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
diff --git a/docs/src/io_function.html b/docs/src/io_function.html
index cd3e17d3..1dda9300 100644
--- a/docs/src/io_function.html
+++ b/docs/src/io_function.html
@@ -130,6 +130,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -141,17 +145,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/src/objective_functions.html b/docs/src/objective_functions.html
index 55ddaa4e..1574d8e8 100644
--- a/docs/src/objective_functions.html
+++ b/docs/src/objective_functions.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -840,13 +849,18 @@ <h1>objective_functions<a class="headerlink" href="#objective-functions" title="
 </dd></dl>
 
 <dl class="c function">
-<dt class="sig sig-object c" id="c.p2x_ig_bi">
-<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">p2x_ig_bi</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">SS_ref_db</span></span>, <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="n"><span class="pre">eps</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.p2x_ig_bi" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/objective_functions.c.html#c.p2x_ig_bi"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
-<dd><dl class="simple">
-<dt>/</dt><dd><p>/</p>
-</dd>
+<dt class="sig sig-object c" id="c.p2x_ig_fper">
+<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">p2x_ig_fper</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">SS_ref_db</span></span>, <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="n"><span class="pre">eps</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.p2x_ig_fper" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/objective_functions.c.html#c.p2x_ig_fper"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
+<dd><dl>
+<dt>/</dt><dd><blockquote>
+<div><p>/</p>
+</div></blockquote>
+<dl class="simple">
 <dt>IGNEOUS DATABASE (Holland et al., 2018)</dt><dd></dd>
 </dl>
+</dd>
+</dl>
+<p>Endmember to xeos for fper_S11</p>
 </dd></dl>
 
 <dl class="c function">
@@ -1018,6 +1032,12 @@ <h1>objective_functions<a class="headerlink" href="#objective-functions" title="
 <dd><p>Endmember to xeos for st_mp</p>
 </dd></dl>
 
+<dl class="c function">
+<dt class="sig sig-object c" id="c.dpdx_ig_fper">
+<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">dpdx_ig_fper</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">SS_ref_db</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">x</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.dpdx_ig_fper" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/objective_functions.c.html#c.dpdx_ig_fper"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
+<dd><p>Update dpdx matrix of fper_S11</p>
+</dd></dl>
+
 <dl class="c function">
 <dt class="sig sig-object c" id="c.dpdx_ig_bi">
 <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">dpdx_ig_bi</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">SS_ref_db</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">x</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.dpdx_ig_bi" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/objective_functions.c.html#c.dpdx_ig_bi"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
@@ -1102,6 +1122,12 @@ <h1>objective_functions<a class="headerlink" href="#objective-functions" title="
 <dd><p>update dpdpx matrix (biotite)</p>
 </dd></dl>
 
+<dl class="c function">
+<dt class="sig sig-object c" id="c.px_ig_fper">
+<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">px_ig_fper</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">SS_ref_db</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">x</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.px_ig_fper" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/objective_functions.c.html#c.px_ig_fper"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
+<dd><p>Endmember fraction of fper_S11</p>
+</dd></dl>
+
 <dl class="c function">
 <dt class="sig sig-object c" id="c.px_ig_cd">
 <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">px_ig_cd</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">SS_ref_db</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">x</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.px_ig_cd" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/objective_functions.c.html#c.px_ig_cd"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
@@ -1174,6 +1200,12 @@ <h1>objective_functions<a class="headerlink" href="#objective-functions" title="
 <dd><p>update px matrix (spinel)</p>
 </dd></dl>
 
+<dl class="c function">
+<dt class="sig sig-object c" id="c.obj_ig_fper">
+<span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">obj_ig_fper</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">unsigned</span></span><span class="w"> </span><span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">n</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">x</span></span>, <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">grad</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">SS_ref_db</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.obj_ig_fper" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/objective_functions.c.html#c.obj_ig_fper"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
+<dd><p>Objective function of fper_S11</p>
+</dd></dl>
+
 <dl class="c function">
 <dt class="sig sig-object c" id="c.obj_ig_bi">
 <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">obj_ig_bi</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">unsigned</span></span><span class="w"> </span><span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">n</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">x</span></span>, <span class="kt"><span class="pre">double</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">grad</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">SS_ref_db</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.obj_ig_bi" title="Permalink to this definition"></a><br /><a class="reference internal" href="../_modules/objective_functions.c.html#c.obj_ig_bi"><span class="viewcode-link"><span class="pre">[source]</span></span></a></dt>
diff --git a/docs/src/phase_update_function.html b/docs/src/phase_update_function.html
index cf34284a..b87850e8 100644
--- a/docs/src/phase_update_function.html
+++ b/docs/src/phase_update_function.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/src/pp_min_function.html b/docs/src/pp_min_function.html
index b55fb2f7..71ef7e06 100644
--- a/docs/src/pp_min_function.html
+++ b/docs/src/pp_min_function.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/src/simplex_levelling.html b/docs/src/simplex_levelling.html
index d05f5725..381f20c0 100644
--- a/docs/src/simplex_levelling.html
+++ b/docs/src/simplex_levelling.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/src/ss_min_function.html b/docs/src/ss_min_function.html
index 168c5b7f..addb00e6 100644
--- a/docs/src/ss_min_function.html
+++ b/docs/src/ss_min_function.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/src/toolkit.html b/docs/src/toolkit.html
index f219019a..e2a6a0ca 100644
--- a/docs/src/toolkit.html
+++ b/docs/src/toolkit.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/stp.html b/docs/stp.html
index c9d06c60..8e77c05e 100644
--- a/docs/stp.html
+++ b/docs/stp.html
@@ -20,7 +20,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="External libraries" href="stp/Linux.html" />
-    <link rel="prev" title="MAGEMin v1.3.1" href="index.html" /> 
+    <link rel="prev" title="MAGEMin v1.3.3" href="index.html" /> 
 </head>
 
 <body class="wy-body-for-nav"> 
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
@@ -284,7 +293,7 @@ <h1>Optional (developers)<a class="headerlink" href="#optional-developers" title
            </div>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
-        <a href="index.html" class="btn btn-neutral float-left" title="MAGEMin v1.3.1" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="index.html" class="btn btn-neutral float-left" title="MAGEMin v1.3.3" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
         <a href="stp/Linux.html" class="btn btn-neutral float-right" title="External libraries" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 
diff --git a/docs/stp/Dev.html b/docs/stp/Dev.html
index 2f671e01..a816a27e 100644
--- a/docs/stp/Dev.html
+++ b/docs/stp/Dev.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/stp/Linux.html b/docs/stp/Linux.html
index 2c32b4b8..28e160e9 100644
--- a/docs/stp/Linux.html
+++ b/docs/stp/Linux.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/stp/macOS.html b/docs/stp/macOS.html
index 91677804..0012c732 100644
--- a/docs/stp/macOS.html
+++ b/docs/stp/macOS.html
@@ -131,6 +131,10 @@
 <li class="toctree-l2"><a class="reference internal" href="../ckbk/gui.html#save-figure-vector">Save figure (vector)</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="../ckbk.html#predefined-bulk-rocks">Predefined bulk-rocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ckbk/predef.html">List of pre-defined bulk-rock composition</a></li>
+</ul>
+</li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Julia interface:</span></p>
 <ul>
@@ -142,17 +146,22 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../julia.html#use-magemin-c">Use MAGEMin_C</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Single point calculation Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html">Serial point calculation Tutorial</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#initialize-database">Initialize database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-p-t-pressure-temperature">Set P-T-(pressure temperature)</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-bulk-rock-composition">Set bulk-rock composition</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-1-0-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[-1,0,1]</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#set-the-level-of-verbose-false-true-1">Set the level of verbose <code class="docutils literal notranslate"><span class="pre">[false,true,1]</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#call-optimization-routine-for-given-p-t-x">Call optimization routine for given P-T-X</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#display-minimized-point">Display minimized point</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#access-output-structure">Access output structure</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#examples-of-serial-point-calculation">Examples of serial point calculation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#parallel-point-calculation-tutorial">Parallel point calculation Tutorial</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../julia/Run.html#id1">Examples of serial point calculation</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#provide-custom-bulk-rock-composition">Provide custom bulk rock composition</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../julia/Run.html#other-examples">Other examples</a></li>
 </ul>
 </li>
 </ul>
diff --git a/julia/MAGEMin_wrappers.jl b/julia/MAGEMin_wrappers.jl
index b3bbe085..601e99f3 100755
--- a/julia/MAGEMin_wrappers.jl
+++ b/julia/MAGEMin_wrappers.jl
@@ -1,29 +1,97 @@
 # The full functionality of MAGEMin is wrapped in ../gen/magemin_library.jl
 # Yet, the routines here make it more convenient to use this from julia
 import Base.show
+using Base.Threads: @threads 
+using ProgressMeter
+
+export  init_MAGEMin, finalize_MAGEMin, point_wise_minimization, convertBulk4MAGEMin, use_predefined_bulk_rock, define_bulk_rock, create_output,
+        print_info, create_gmin_struct,
+        single_point_minimization,
+        multi_point_minimization, MAGEMin_Data,
+        Initialize_MAGEMin, Finalize_MAGEMin
+    
 
-export  init_MAGEMin, finalize_MAGEMin, point_wise_minimization, convertBulk4MAGEMin, use_predefined_bulk_rock, define_bulk_rock,create_output,
-        print_info, create_gmin_struct
+"""
+Holds the MAGEMin databases & required structures for every thread
+"""
+struct MAGEMin_Data{TypeGV, TypeZB, TypeDB, TypeSplxData}
+    db :: String
+    gv :: TypeGV
+    z_b :: TypeZB
+    DB  :: TypeDB
+    splx_data :: TypeSplxData
+end
 
+"""
+    Dat = Initialize_MAGEMin(db = "ig"; verbose::Union{Bool, Int64} = true)
 
+Initializes MAGEMin on one or more threads, for the database `db`. You can surpress all output with `verbose=false`. `verbose=true` will give a brief summary of the result, whereas `verbose=1` will give more details about the computations.
 """
-    gv, DB = init_MAGEMin(;EM_database=0)
+function Initialize_MAGEMin(db = "ig"; verbose::Union{Int64,Bool} = 0)
+    gv, z_b, DB, splx_data = init_MAGEMin(db);
+
+    nt = Threads.nthreads()
+    list_gv = Vector{typeof(gv)}(undef, nt)
+    list_z_b = Vector{typeof(z_b)}(undef, nt)
+    list_DB = Vector{typeof(DB)}(undef, nt)
+    list_splx_data = Vector{typeof(splx_data)}(undef, nt)
+
+    if isa(verbose,Bool)
+        if verbose
+            verbose=0
+        else
+            verbose=-1
+        end
+    end
+
+    for id in 1:nt
+        gv, z_b, DB, splx_data = init_MAGEMin(db)
+        gv.verbose = verbose
+        list_gv[id] = gv
+        list_z_b[id] = z_b
+        list_DB[id] = DB
+        list_splx_data[id] = splx_data
+    end
+
+    return MAGEMin_Data(db, list_gv, list_z_b, list_DB, list_splx_data)
+end
+
 
-Initializes MAGEMin (including setting global options) and loads the Database.
 """
+    Finalize_MAGEMin(dat::MAGEMin_Data)
+Finalizes MAGEMin and clears variables
+"""
+function Finalize_MAGEMin(dat::MAGEMin_Data)
+    for id in 1:Threads.nthreads()
+        gv = dat.gv[id]
+        DB = dat.DB[id]
+        LibMAGEMin.FreeDatabases(gv, DB)
+
+        # These are indeed not freed yet (same with C-code), which should be added for completion
+        # They are rather small structs compared to the others
+        z_b = dat.z_b[id]
+        splx_data = dat.splx_data[id]
+
+     end
+     return nothing
+end
+
+
+# Left for backwards compatibility
 function  init_MAGEMin(db="ig")
 
     z_b         = LibMAGEMin.bulk_infos()
     gv          = LibMAGEMin.global_variables()
     splx_data   = LibMAGEMin.simplex_data(); 
     DB          = LibMAGEMin.Database()
-
     gv          = LibMAGEMin.global_variable_alloc( pointer_from_objref(z_b))
     
     if db == "ig"
         gv.EM_database = 2
     elseif db == "mp"
         gv.EM_database = 0
+    elseif db == "um"
+        gv.EM_database = 4
     else
         print("Database not implemented...\n")
     end
@@ -37,18 +105,195 @@ function  init_MAGEMin(db="ig")
     return gv, z_b, DB, splx_data
 end
 
+# left here for backwards compatibility
+function finalize_MAGEMin(gv,DB)
+    LibMAGEMin.FreeDatabases(gv,DB)
+    return nothing
+end
+
+# wrapper for single point minimization
+function single_point_minimization(     P::Float64,
+                                        T::Float64,
+                                        MAGEMin_db::MAGEMin_Data;  
+                                        test::Int64 = 0, # if using a build-in test case
+                                        X::Union{Nothing, Vector{_T}, Vector{Vector{_T}}} = nothing,
+                                        Xoxides     = Vector{String},
+                                        sys_in      = "mol",
+                                        progressbar = true        # show a progress bar or not?
+                                        ) where _T <: Float64
+
+    P = [P];
+    T = [T];
+    if ~isnothing(X)
+        X = [X]
+    end
+
+
+    Out_PT     =   multi_point_minimization(P,
+                                            T,
+                                            MAGEMin_db,
+                                            test=test,
+                                            X=X,
+                                            Xoxides=Xoxides,
+                                            sys_in=sys_in,
+                                            progressbar=progressbar);
+
+    return Out_PT[1]
+end
+
+
 """
-    finalize_MAGEMin(gv,DB)
-Cleans up the memory 
+    Out_PT = multi_point_minimization(P:Vector{_T}, T::Vector, MAGEMin_db::MAGEMin_Data; sys_in="mol", test=0, X::Union{Nothing, Vector, Vector{Vector}}=nothing, progressbar=true)
+
+Perform (parallel) MAGEMin calculations for a range of points as a function of pressure `P`, temperature `T` and/or composition `X`. The database `MAGEMin_db` must be initialised before calling the routine.
+The bulk-rock composition can either be set to be one of the pre-defined build-in test cases, or can be specified specifically by passing `X`, `Xodides` and `sys_in` (that specifies whether the input is in "mol" or "wt").
+
+Below a few examples:
+
+Example 1 - build-in test vs. pressure and temperature
+===
+```julia
+julia> data = Initialize_MAGEMin("ig", verbose=false);
+julia> n = 10
+julia> P = rand(8:40.0,n)
+julia> T = rand(800:1500.0,n)
+julia> out = multi_point_minimization(P, T, data, test=0)
+julia> Finalize_MAGEMin(data)
+```
+
+Example 2 - Specify constant bulk rock composition for all points:
+===
+```julia
+julia> data = Initialize_MAGEMin("ig", verbose=false);
+julia> n = 10
+julia> P = fill(10.0,n)
+julia> T = fill(1100.0,n)
+julia> Xoxides = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
+julia> X = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+julia> sys_in = "wt"    
+julia> out = multi_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
+julia> Finalize_MAGEMin(data)
+```
+
+Example 3 - Different bulk rock composition for different points
+===
+```julia
+julia> data = Initialize_MAGEMin("ig", verbose=false);
+julia> P = [10.0, 20.0]
+julia> T = [1100.0, 1200]
+julia> Xoxides = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
+julia> X1 = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+julia> X2 = [49.43; 14.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+julia> X = [X1,X2]
+julia> sys_in = "wt"    
+julia> out = multi_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
+julia> Finalize_MAGEMin(data)
+```
+
+Activating multithreading on julia
+===
+
+To take advantage of multithreading, you need to start julia from the terminal with:
+```julia
+\$julia -t auto
+```
+which will automatically use all threads on your machine. Alternatively, use `julia -t 4` to start it on 4 threads.
+If you are interested to see what you can do on your machine type:
+```
+julia> versioninfo()
+``` 
+
 """
-function  finalize_MAGEMin(gv,DB)
-    LibMAGEMin.FreeDatabases(gv, DB)
-    nothing
+function multi_point_minimization(  P::Vector{Float64},
+                                    T::Vector{Float64},
+                                    MAGEMin_db::MAGEMin_Data;  
+                                    test        = 0, # if using a build-in test case
+                                    X::Union{Nothing, Vector{_T}, Vector{Vector{_T}}}=nothing,
+                                    Xoxides     = Vector{String},
+                                    sys_in      = "mol",
+                                    progressbar = true        # show a progress bar or not?
+                                    ) where _T <: Float64
+
+    # Set the compositional info 
+    CompositionType::Int64 = 0;
+    if isnothing(X)
+        # Use one of the build-in tests 
+        # Create thread-local data
+        for i in 1:Threads.nthreads()
+            MAGEMin_db.gv[i] = use_predefined_bulk_rock(MAGEMin_db.gv[i], test, MAGEMin_db.db)
+        end
+
+        CompositionType = 0;    # build-in tests
+    else
+        if isa(X,Vector{Float64})
+            # same bulk rock composition for the full diagram
+            @assert length(X) == length(Xoxides)
+
+            # Set the bulk rock composition for all points
+            for i in 1:Threads.nthreads()
+                MAGEMin_db.gv[i] = define_bulk_rock(MAGEMin_db.gv[i], X, Xoxides, sys_in, MAGEMin_db.db);
+            end
+            CompositionType = 1;    # specified bulk composition for all points
+        else
+            @assert length(X) == length(P)
+            CompositionType = 2;    # different bulk rock composition for every point
+        end
+
+    end
+
+    # initialize vectors
+    Out_PT = Vector{MAGEMin_C.gmin_struct{Float64, Int64}}(undef, length(P))
+
+    # Currently, there seem to be some type instabilities or something else so that
+    # some compilation happens in the threaded loop below. This interferes badly
+    # in some weird way with (libsc, p4est, t8code) - in particular on Linux where
+    # we get segfaults. To avoid this, we force serial compilation by calling MAGEMin
+    # once before the loop.
+    let id = 1
+        gv          = MAGEMin_db.gv[id]
+        z_b         = MAGEMin_db.z_b[id]
+        DB          = MAGEMin_db.DB[id]
+        splx_data   = MAGEMin_db.splx_data[id]
+        point_wise_minimization(P[1], T[1], gv, z_b, DB, splx_data, sys_in)
+    end
+
+    # main loop
+    if progressbar
+        progr = Progress(length(P), desc="Computing $(length(P)) points...") # progress meter
+    end
+    @threads :static for i in eachindex(P)
+        # Get thread-local buffers. As of Julia v1.9, a dynamic scheduling of
+        # the threads is the default setting. To avoid task migration and the
+        # resulting concurrency issues, we restrict the loop to static scheduling.
+        id          = Threads.threadid()
+        gv          = MAGEMin_db.gv[id]
+        z_b         = MAGEMin_db.z_b[id]
+        DB          = MAGEMin_db.DB[id]
+        splx_data   = MAGEMin_db.splx_data[id]
+
+        if CompositionType==2
+            # different bulk-rock composition for every point - specify it here
+            gv = define_bulk_rock(gv, X[i], Xoxides, sys_in, MAGEMin_db.db);
+        end
+
+        # compute a new point using a ccall
+        out         = point_wise_minimization(P[i], T[i], gv, z_b, DB, splx_data)
+        Out_PT[i]   = deepcopy(out)  
+
+        if progressbar
+            next!(progr)
+        end
+    end
+    if progressbar
+        finish!(progr)
+    end
+    return Out_PT
 end
 
 
+
 """
-    bulk_rock = use_predefined_bulk_rock(gv, test=-1)
+    bulk_rock = use_predefined_bulk_rock(gv, test=-1, db="ig")
 
 Returns the pre-defined bulk rock composition of a given test
 """
@@ -62,6 +307,10 @@ function use_predefined_bulk_rock(gv, test=0, db="ig")
         gv.test = test
         gv = LibMAGEMin.get_bulk_metapelite(gv)
         LibMAGEMin.norm_array(gv.bulk_rock, gv.len_ox)
+    elseif db == "um"
+        gv.test = test
+        gv = LibMAGEMin.get_bulk_ultramafic(gv)
+        LibMAGEMin.norm_array(gv.bulk_rock, gv.len_ox)
     else
         print("Database not implemented...\n")
     end
@@ -69,10 +318,23 @@ function use_predefined_bulk_rock(gv, test=0, db="ig")
     return gv
 end
 
+"""
+    data = use_predefined_bulk_rock(data::MAGEMin_Data, test=0)
+Returns the pre-defined bulk rock composition of a given test
+"""
+function use_predefined_bulk_rock(data::MAGEMin_Data, test=0)
+    nt = Threads.nthreads()
+    for id in 1:nt
+        data.gv[id] =  use_predefined_bulk_rock(data.gv[id], test, data.db)
+    end
+    return data
+end
+
+
 function define_bulk_rock(gv, bulk_in, bulk_in_ox, sys_in,db)
 
-    bulk_rock       = convertBulk4MAGEMin(bulk_in,bulk_in_ox,sys_in,db)    # conversion changes the system unit to mol
-    gv.bulk_rock    = pointer(bulk_rock)                                # copy the bulk-rock
+    bulk_rock       = convertBulk4MAGEMin(bulk_in,bulk_in_ox,sys_in,db)     # conversion changes the system unit to mol
+    gv.bulk_rock    = pointer(bulk_rock)                                    # copy the bulk-rock
 
     LibMAGEMin.norm_array(gv.bulk_rock, gv.len_ox)
 
@@ -94,7 +356,7 @@ receives bulk-rock composition in [mol,wt] fraction and associated oxide list an
 function convertBulk4MAGEMin(bulk_in::Vector{Float64},bulk_in_ox::Vector{String},sys_in::String,db::String);
 
 	ref_ox          = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "O"; "Cr2O3"; "MnO"; "H2O"];
-	ref_MolarMass   = [60.08; 101.96; 56.08; 40.30; 71.85; 159.69; 94.2; 61.98; 79.88; 16.0; 151.99; 70.937; 18.015];      #Molar mass of oxides
+	ref_MolarMass   = [60.08; 101.96; 56.08; 40.30; 71.85; 79.85; 94.2; 61.98; 79.88; 16.0; 151.99; 70.937; 18.015];      #Molar mass of oxides
 
     if db == "ig"
 	    MAGEMin_ox      = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "K2O"; "Na2O"; "TiO2"; "O"; "Cr2O3"; "H2O"];
@@ -215,7 +477,7 @@ julia> finalize_MAGEMin(gv,DB)
 ```
 
 """
-function point_wise_minimization(P::Float64,T::Float64, gv, z_b, DB, splx_data, sys_in::String="mol")
+function point_wise_minimization(P::Float64,T::Float64, gv, z_b, DB, splx_data)
     
     input_data      =   LibMAGEMin.io_data();                           # zero (not used actually)
 
@@ -254,7 +516,18 @@ function point_wise_minimization(P::Float64,T::Float64, gv, z_b, DB, splx_data,
     return out
 end
 
-point_wise_minimization(P::Number,T::Number, gv, z_b, DB, splx_data, sys_in::String="mol") = point_wise_minimization(Float64(P),Float64(T), gv, z_b, DB, splx_data, sys_in)
+point_wise_minimization(P::Number,T::Number, gv, z_b, DB, splx_data) = point_wise_minimization(Float64(P),Float64(T), gv, z_b, DB, splx_data)
+
+
+point_wise_minimization(P::Number,T::Number, gv::MAGEMin_C.LibMAGEMin.global_variables, z_b::MAGEMin_C.LibMAGEMin.bulk_infos, DB::MAGEMin_C.LibMAGEMin.Database, splx_data::MAGEMin_C.LibMAGEMin.simplex_datas, sys_in::String) = point_wise_minimization(P,T, gv, z_b, DB, splx_data)
+
+"""
+    out = point_wise_minimization(P::Number,T::Number, data::MAGEMin_Data)
+
+Performs a point-wise optimization for a given pressure `P` and temperature `T` foir the data specified in the MAGEMin database `MAGEMin_Data` (where also compoition is specified)
+"""
+point_wise_minimization(P::Number,T::Number, data::MAGEMin_Data) = point_wise_minimization(P,T, data.gv[1], data.z_b[1], data.DB[1], data.splx_data[1]) 
+
 
 
 """
@@ -660,6 +933,3 @@ function print_info(g::gmin_struct)
     print("\n")
 
 end
-
-
-
diff --git a/python/.ipynb_checkpoints/SS_Analytical_multi_DB-checkpoint.ipynb b/python/.ipynb_checkpoints/SS_Analytical_multi_DB-checkpoint.ipynb
deleted file mode 100755
index aa62cdc8..00000000
--- a/python/.ipynb_checkpoints/SS_Analytical_multi_DB-checkpoint.ipynb
+++ /dev/null
@@ -1,4480 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# Code to generate objective function Jacobian matrices from solution models for local minimization\n",
-    "# it also generates additional set of inequality constraints\n",
-    "\n",
-    "# last update 18.11.22, NR\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "\n",
-    "from sympy import *\n",
-    "from sympy.printing import print_ccode\n",
-    "\n",
-    "# EXPORT\n",
-    "import os, re\n",
-    "init_printing()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "code_folding": [
-     1,
-     174,
-     198,
-     204,
-     226,
-     252,
-     276
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# non linear phase solver, include option to generate ghost points\n",
-    "def func_bnd_guess(name,bulk):\n",
-    "    eps = 1e-14\n",
-    "    if   name == 'bi':\n",
-    "        # def bnd():\n",
-    "        t   = 1\n",
-    "        f   = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, t),(0, f))\n",
-    "        iguess = [0.15, 0.25, 0.4, 0.17, 0.25]\n",
-    "            \n",
-    "    elif name == 'ksp':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1))\n",
-    "        iguess = [0.1, 0.001]\n",
-    "        \n",
-    "    elif name == 'g':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, f), (0, cr),(0, t))\n",
-    "        iguess = [0.3, 0.2, 0.01, 0.01, 0.001]\n",
-    "\n",
-    "    elif name == 'ep':\n",
-    "        # def bnd():\n",
-    "        f   = 1\n",
-    "        Q   = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "            Q  = eps\n",
-    "        box_bounds = ((0, f), (0, Q))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "        \n",
-    "    elif name == 'pl':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "       \n",
-    "        \n",
-    "    elif name == 'mu':\n",
-    "        # def bnd():\n",
-    "        f   = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "            \n",
-    "        box_bounds = ((0, 1), (0, 1),(0, f), (0, 1),(0, 1))\n",
-    "        iguess = [0.25, 0.6, 0.17, 0.06, 0.004]\n",
-    "       \n",
-    "    elif name == 'ol':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1))\n",
-    "        iguess = [0.4, 0.002, 0.01]\n",
-    "            \n",
-    "    elif name == 'cd':\n",
-    "        # def bnd():\n",
-    "        h   = 1\n",
-    "\n",
-    "        if bulk[10] == 0:\n",
-    "            h  = eps\n",
-    "        box_bounds = ((0, 1), (0, h))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "\n",
-    "    elif name == 'opx':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 2),(0, 1), (-1, 1),(0, f),(0, t), (0, cr),(0, 1))\n",
-    "        iguess = [0.05, 0.006, 0.025, 0.032, 0.1, 0.001, 0.001, 0.001] \n",
-    "\n",
-    "            \n",
-    "    elif name == 'cpx':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 2),(0, 1), (0, 1),(-1, 1),(0, f), (0, cr),(0, t), (0, 1))\n",
-    "        iguess = [0.075, 0.1120, 0.05, 0.11, -0.0005, 0.001, 0.001, 0.001, 0.001]\n",
-    "\n",
-    "            \n",
-    "    elif name == 'spn':\n",
-    "        # def bnd():\n",
-    "        y   = 1\n",
-    "        c   = 1\n",
-    "        t   = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            y  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            c  = eps_\n",
-    "        box_bounds = ((0, 1), (0, y),(0, c), (0, t),(-1, 1),(-1, 1), (-1, 1))\n",
-    "        iguess = [0.1, 0.05, 0.05, 0.05, 0.02, 0.02, 0.02]\n",
-    "            \n",
-    "    elif name == 'hb':\n",
-    "        # def bnd():\n",
-    "        f  = 1\n",
-    "        t  = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, 1),(0, 1),(0, 1), (0, f),(0, t), (-1, 1),(-1, 1))\n",
-    "        iguess = [0.3, 0.2, 0.01, 0.45, 0.01, 0.8, 0.05, 0.01, -0.01, 0.1]\n",
-    "            \n",
-    "    elif name == 'liq':\n",
-    "        # def bnd():\n",
-    "        hm  = 1\n",
-    "        ek  = 1\n",
-    "        ti  = 1\n",
-    "        h2o = 1\n",
-    "        \n",
-    "        if bulk[7] == 0:#ti\n",
-    "            ti   = eps\n",
-    "        if bulk[8] == 0:#chr\n",
-    "            hm  = eps\n",
-    "        if bulk[9] == 0:#o\n",
-    "            ek  = eps\n",
-    "        if bulk[10] == 0:#h2o\n",
-    "            h2o = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, 1),(0, 1), (0, hm),(0, ek), (0, ti),(0, 1), (0, 1), (0, h2o))\n",
-    "        iguess = [0.2,0.2,0.1,0.1,0.05,0.001,0.001,0.001,0.001,0.001,0.001]\n",
-    "\n",
-    "    elif name == 'ilm':\n",
-    "        # def bnd():\n",
-    "        x2  = 0\n",
-    "        if bulk[8] == 0:\n",
-    "            x2  = 1 - eps\n",
-    "\n",
-    "        box_bounds = ((x2, 1.), (-0.99, 0.99))\n",
-    "        iguess = [0.8, 0.55]\n",
-    "\n",
-    "    else:\n",
-    "        display('Either phase is not defined or there is a typo')\n",
-    "  \n",
-    "\n",
-    "    return (box_bounds,iguess)\n",
-    "\n",
-    "def digit2index2(eq):  \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9][0-9])', r'mu[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9][0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9][0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9][0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[g][b]([0-9][0-9])', r'gb[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9][0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9][0-9])', r'bulk[\\1]',str(eq) )   \n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9][0-9])', r'chem_comp[\\1]',str(eq) )   \n",
-    "    \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9])', r'mu[\\1]',str(eq) )  \n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[g][b]([0-9])', r'gb[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9])', r'chem_comp[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9])', r'bulk[\\1]',str(eq) )  \n",
-    "\n",
-    "    eq =  re.sub(r'[l][o][g]', r'creal(clog',str(eq) )\n",
-    "    eq =  re.sub(r'[)][ ][+][ ][g]', r')) + g',str(eq) )\n",
-    "    eq =  re.sub(r'[p][o][w]', r'cpow',str(eq) )\n",
-    "    return(eq) \n",
-    "\n",
-    "def replaceSymbols(op,in_var,out_var):    \n",
-    "    regin  = 'r\\'([' + in_var   +']*)\\''\n",
-    "    regout = 'r\\''  + out_var  +'\\''\n",
-    "    t0 =  re.sub(in_var, out_var,op )  \n",
-    "    return(t0)\n",
-    "# for make endmembers -> get gb\n",
-    "def print_em_gb(em,din):\n",
-    "    dout = str(din)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "        else:\n",
-    "                sym = 'z_b.'+str(i)\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            \n",
-    "    return dout\n",
-    " \n",
-    "def print_em_shearM(em,din):\n",
-    "    din_dependent = sympify('0');\n",
-    "    for i in din.free_symbols: \n",
-    "        if i in em:\n",
-    "            r = din.as_independent(i)\n",
-    "    #             print(sympify(r[1]))\n",
-    "            din_dependent += (sympify(r[1]))\n",
-    "\n",
-    "    dout = str(din_dependent)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "\n",
-    "    return dout\n",
-    "\n",
-    "def print_em_C(em,din):\n",
-    "    din_dependent = sympify('0');\n",
-    "    for i in din.free_symbols: \n",
-    "        if i in em:\n",
-    "            r = din.as_independent(i)\n",
-    "            din_dependent += (sympify(r[1]))\n",
-    "\n",
-    "    dout = str(din_dependent)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "    return dout\n",
-    "\n",
-    "def print_W(w):\n",
-    "    var = str(W[i])\n",
-    "    var = replaceSymbols(var,'P','z_b.P')\n",
-    "    var = replaceSymbols(var,'T','z_b.T')\n",
-    "    return var\n",
-    "\n",
-    "op = ''"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 107,
-   "metadata": {
-    "code_folding": [
-     2,
-     209,
-     375,
-     448,
-     526,
-     627,
-     727,
-     828,
-     890,
-     952,
-     1097,
-     1261,
-     1380,
-     1560,
-     1625
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# ss database igneous _ig\n",
-    "\n",
-    "def liq_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 12\n",
-    "\n",
-    "    W         = [0]*66\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    psf       = [0]*n_em; \n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # wo  range\n",
-    "    Range[1]  = [0,1]; # sl  range\n",
-    "    Range[2]  = [0,1]; # fo  range\n",
-    "    Range[3]  = [0,1]; # fa  range\n",
-    "    Range[4]  = [0,1]; # jd  range\n",
-    "    Range[5]  = [0,1]; # hm  range\n",
-    "    Range[6]  = [0,1]; # ek  range\n",
-    "    Range[7]  = [0,1]; # ti  range\n",
-    "    Range[8]  = [0,1]; # kj  range\n",
-    "    Range[9]  = [0,1]; # yct range\n",
-    "    Range[10] = [0,1]; # h2o range\n",
-    "\n",
-    "    emname  = ['q4L','sl1L','wo1L','fo2L','fa2L','jdL','hmL','ekL','tiL','kjL','ctL','h2o1L']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('4* qL + 0.22 - 0.059* P');\n",
-    "    make[1] = sympify('silL + 6.2 - 0.318 *P');\n",
-    "    make[2] = sympify('woL - 0.45 - 0.114 *P');\n",
-    "    make[3] = sympify('2 *foL + 8.67 - 0.131 *P');\n",
-    "    make[4] = sympify('2* faL + 13.7 - 0.055 *P');\n",
-    "    make[5] = sympify('abL - qL + 12.19 - 0.089 *P');\n",
-    "    make[6] = sympify('1/2* hemL + 3.3 - 0.032* P');\n",
-    "    make[7] = sympify('1/2 *eskL + 24.85 + 0.245 *P');\n",
-    "    make[8] = sympify('ruL + 5.58 - 0.489* P');\n",
-    "    make[9] = sympify('kspL - qL + 11.98 - 0.21* P');\n",
-    "    make[10] = sympify('woL + silL - qL - 108.3 + 0.055* T + 0.053 *P');\n",
-    "    make[11] = sympify('h2oL + 3.2 - 0.0039 *T + 0.00087 *P');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "    p[1] = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "    p[2] = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "    p[3] = sympify('fo + 3/4*yct*fo');\n",
-    "    p[4] = sympify('fa + 3/4*yct*fa');\n",
-    "    p[5] = sympify('jd + 3/4*yct*jd');\n",
-    "    p[6] = sympify('hm + 3/4*yct*hm');\n",
-    "    p[7] = sympify('ek + 3/4*yct*ek');\n",
-    "    p[8] = sympify('ti + 3/4*yct*ti');\n",
-    "    p[9] = sympify('kj + 3/4*yct*kj');\n",
-    "    p[10] = sympify('yct');\n",
-    "    p[11] = sympify('h2o + 3/4*yct*h2o');\n",
-    "    \n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    pq   = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "    psl  = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "    pwo  = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "    pjd  = sympify('jd + 3/4*yct*jd');\n",
-    "    phm  = sympify('hm + 3/4*yct*hm');\n",
-    "    pek  = sympify('ek + 3/4*yct*ek');\n",
-    "    pti  = sympify('ti + 3/4*yct*ti');\n",
-    "    pkj  = sympify('kj + 3/4*yct*kj');\n",
-    "    pct  = sympify('yct');\n",
-    "    pol  = sympify('fo + fa + 3/4*yct*(fo + fa)');\n",
-    "    sumT = sympify('1 - h2o + (-3/4*yct)*h2o');\n",
-    "    mgM  = sympify('4*fo');\n",
-    "    feM  = sympify('4*fa');\n",
-    "    CaM  = sympify('wo');\n",
-    "    AlM  = sympify('sl');\n",
-    "    sumM = sympify('4*fo + 4*fa + sl + wo');\n",
-    "    xh   = sympify('h2o');\n",
-    "    xv   = sympify('1 - h2o');\n",
-    "\n",
-    "    sf = [pq, psl, pwo, pjd, phm, pek, pti, pkj, pct, pol, sumT, mgM, feM, CaM, AlM, sumM, xh, xv];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 9.5 - 0.10*P;\n",
-    "    W[1] = -10.3;\n",
-    "    W[2] = -26.5 - 3.12*P;\n",
-    "    W[3] = -12.0 - 0.55*P;\n",
-    "    W[4] = -15.1 - 0.13*P;\n",
-    "    W[5] = 20.0;\n",
-    "    W[6] = 0;\n",
-    "    W[7] = 24.6;\n",
-    "    W[8] = -17.8 - 0.05*P;\n",
-    "    W[9] = -14.6;\n",
-    "    W[10] = 17.8 - 0.61*P;\n",
-    "    W[11] = -26.5 + 0.85*P;\n",
-    "    W[12] = 2.2;\n",
-    "    W[13] = 2.5;\n",
-    "    W[14] = 16.8;\n",
-    "    W[15] = -5.0;\n",
-    "    W[16] = 0;\n",
-    "    W[17] = 15.2 - 0.04*P;\n",
-    "    W[18] = 7.0;\n",
-    "    W[19] = 4.0;\n",
-    "    W[20] = 23.7 - 0.94*P;\n",
-    "    W[21] = 25.5 + 0.11*P;\n",
-    "    W[22] = 14.0;\n",
-    "    W[23] = -1.2;\n",
-    "    W[24] = 0;\n",
-    "    W[25] = 0;\n",
-    "    W[26] = 18.0;\n",
-    "    W[27] = -1.1;\n",
-    "    W[28] = 9.5;\n",
-    "    W[29] = 40.3 - 0.86*P;\n",
-    "    W[30] = 18.0;\n",
-    "    W[31] = 1.5;\n",
-    "    W[32] = 0;\n",
-    "    W[33] = 0;\n",
-    "    W[34] = 7.5;\n",
-    "    W[35] = 3.0;\n",
-    "    W[36] = -5.6;\n",
-    "    W[37] = 9.4 - 1.58*P;\n",
-    "    W[38] = 7.5 - 0.05*P;\n",
-    "    W[39] = -30.0;\n",
-    "    W[40] = 0;\n",
-    "    W[41] = 6.7;\n",
-    "    W[42] = 10.0;\n",
-    "    W[43] = -6.5;\n",
-    "    W[44] = 9.2 - 1.58*P;\n",
-    "    W[45] = 10.0;\n",
-    "    W[46] = 0;\n",
-    "    W[47] = 16.5 + 0.14*P;\n",
-    "    W[48] = -5.9;\n",
-    "    W[49] = 7.6;\n",
-    "    W[50] = -8.3 - 0.06*P; \n",
-    "    W[51] = 0;\n",
-    "    W[52] = 0;\n",
-    "    W[53] = 10.0;\n",
-    "    W[54] = 0;\n",
-    "    W[55] = 60.0 - 0.66*P;\n",
-    "    W[56] = 0;\n",
-    "    W[57] = 0;\n",
-    "    W[58] = 0;\n",
-    "    W[59] = 30.0 - 0.66*P; \n",
-    "    W[60] = 9.0;\n",
-    "    W[61] = 0;\n",
-    "    W[62] = 30.0 - 0.60*P;\n",
-    "    W[63] = -5.6;\n",
-    "    W[64] = -0.1 + 0.22*P;\n",
-    "    W[65] = 17.3 + 0.05*P;\n",
-    "\n",
-    "    v[0] = 100.00;\n",
-    "    v[1] = 120.00;\n",
-    "    v[2] = 140.00;\n",
-    "    v[3] = 240.00;\n",
-    "    v[4] = 100.00;\n",
-    "    v[5] = 120.00;\n",
-    "    v[6] = 100.00;\n",
-    "    v[7] = 100.00;\n",
-    "    v[8] = 100.00;\n",
-    "    v[9] = 100.00;\n",
-    "    v[10] = 100.00;\n",
-    "    v[11] = 100.00;\n",
-    "\n",
-    "    idm[0]  =   sympify('xv**2*(sumT**-1)*pq');\n",
-    "    idm[1]  =   sympify('xv**2*(sumT**-1)*psl*AlM*sumM**-1');\n",
-    "    idm[2]  =   sympify('xv**2*(sumT**-1)*pwo*CaM*sumM**-1');\n",
-    "    idm[3]  =   sympify('xv**2*(sumT**-1)*pol*mgM**4*sumM**-4');\n",
-    "    idm[4]  =   sympify('xv**2*(sumT**-1)*pol*feM**4*sumM**-4');\n",
-    "    idm[5]  =   sympify('xv**2*(sumT**-1)*pjd');\n",
-    "    idm[6]  =   sympify('xv**2*(sumT**-1)*phm');\n",
-    "    idm[7]  =   sympify('xv**2*(sumT**-1)*pek');\n",
-    "    idm[8]  =   sympify('xv**2*(sumT**-1)*pti');\n",
-    "    idm[9]  =   sympify('xv**2*(sumT**-1)*pkj');\n",
-    "    idm[10] =   sympify('xv**2*(sumT**-1)*pct');\n",
-    "    idm[11] =   sympify('xh**2');\n",
-    "    \n",
-    "    sym_sf = ['pq', 'psl', 'pwo', 'pjd', 'phm', 'pek', 'pti', 'pkj', 'pct', 'pol', 'sumT', 'mgM', 'feM', 'CaM', 'AlM', 'sumM', 'xh', 'xv'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "    gbase[10] = sympify('gb11');\n",
-    "    gbase[11] = sympify('gb12');\n",
-    "\n",
-    "\n",
-    "    symb     = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','yct','h2o']\n",
-    "    \n",
-    "    in_var  = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','yct','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','x[10]','ln']\n",
-    "    in_sf = ['pq', 'psl', 'pwo', 'pjd', 'phm', 'pek', 'pti', 'pkj', 'pct', 'pol', 'sumT', 'mgM', 'feM', 'CaM', 'AlM', 'sumM', 'xh', 'xv'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]','sf[13]','sf[14]','sf[15]','sf[16]','sf[17]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def fl_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 11\n",
-    "\n",
-    "    W         = [0]*55\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # wo  range\n",
-    "    Range[1]  = [0,1]; # sl  range\n",
-    "    Range[2]  = [0,1]; # fo  range\n",
-    "    Range[3]  = [0,1]; # fa  range\n",
-    "    Range[4]  = [0,1]; # jd  range\n",
-    "    Range[5]  = [0,1]; # hm  range\n",
-    "    Range[6]  = [0,1]; # ek  range\n",
-    "    Range[7]  = [0,1]; # ti  range\n",
-    "    Range[8]  = [0,1]; # kj  range\n",
-    "    Range[9]  = [0,1]; # h2o range\n",
-    "    \n",
-    "    emname  = ['qfL','slfL','wofL','fofL','fafL','jdfL','hmfL','ekfL','tifL','kjfL','h2o']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('4* qL + 2.1 - 0.051* P');\n",
-    "    make[1] = sympify('silL + 6.72 - 0.313 *P');\n",
-    "    make[2] = sympify('woL + 0.22 - 0.12 *P');\n",
-    "    make[3] = sympify('2* foL + 8.59 - 0.136* P');\n",
-    "    make[4] = sympify('2 *faL + 13.56 - 0.052 *P');\n",
-    "    make[5] = sympify('abL - qL + 12.32 - 0.099 *P');\n",
-    "    make[6] = sympify('1/2 *hemL + 4.05 - 0.077 *P');\n",
-    "    make[7] = sympify('1/2 *eskL + 24.75 + 0.245 *P');\n",
-    "    make[8] = sympify('ruL + 5.6 - 0.489 *P');\n",
-    "    make[9] = sympify('kspL - qL + 12.88 - 0.227 *P');\n",
-    "    make[10] = sympify('H2O');\n",
-    "\n",
-    "    p[0] = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "    p[1] = sympify('sl');\n",
-    "    p[2] = sympify('wo');\n",
-    "    p[3] = sympify('fo');\n",
-    "    p[4] = sympify('fa');\n",
-    "    p[5] = sympify('jd');\n",
-    "    p[6] = sympify('hm');\n",
-    "    p[7] = sympify('ek');\n",
-    "    p[8] = sympify('ti');\n",
-    "    p[9] = sympify('kj');\n",
-    "    p[10] = sympify('h2o');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 0;\n",
-    "    W[1] = 0;\n",
-    "    W[2] = 0;\n",
-    "    W[3] = 0;\n",
-    "    W[4] = 0;\n",
-    "    W[5] = 0;\n",
-    "    W[6] = 0;\n",
-    "    W[7] = 0;\n",
-    "    W[8] = 0;\n",
-    "    W[9] = 59.0 - 0.82*P;\n",
-    "    W[10] = 0;\n",
-    "    W[11] = 0;\n",
-    "    W[12] = 0;\n",
-    "    W[13] = 0;\n",
-    "    W[14] = 0;\n",
-    "    W[15] = 0;\n",
-    "    W[16] = 0;\n",
-    "    W[17] = 0;\n",
-    "    W[18] = 57.6 - 0.80*P;\n",
-    "    W[19] = 0;\n",
-    "    W[20] = 0;\n",
-    "    W[21] = 0;\n",
-    "    W[22] = 0;\n",
-    "    W[23] = 0;\n",
-    "    W[24] = 0;\n",
-    "    W[25] = 0;\n",
-    "    W[26] = 72.2 - 0.67*P;\n",
-    "    W[27] = 0;\n",
-    "    W[28] = 0;\n",
-    "    W[29] = 0;\n",
-    "    W[30] = 0;\n",
-    "    W[31] = 0;\n",
-    "    W[32] = 0;\n",
-    "    W[33] = 71.7 - 1.10*P;\n",
-    "    W[34] = 0;\n",
-    "    W[35] = 0;\n",
-    "    W[36] = 0;\n",
-    "    W[37] = 0;\n",
-    "    W[38] = 0;\n",
-    "    W[39] = 71.7 - 1.10*P;\n",
-    "    W[40] = 0;\n",
-    "    W[41] = 0;\n",
-    "    W[42] = 0;\n",
-    "    W[43] = 0;\n",
-    "    W[44] = 57.0 - 0.79*P;\n",
-    "    W[45] = 0;\n",
-    "    W[46] = 0;\n",
-    "    W[47] = 0;\n",
-    "    W[48] = 73.0 - 0.66*P;\n",
-    "    W[49] = 0;\n",
-    "    W[50] = 0;\n",
-    "    W[51] = 73.0 - 0.66*P;\n",
-    "    W[52] = 0;\n",
-    "    W[53] = 75.0 - 0.67*P;\n",
-    "    W[54] = 44.9 - 1.19*P;\n",
-    "    v = 0.0;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    pq  = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "    psl = sympify('sl');\n",
-    "    pwo = sympify('wo');\n",
-    "    pfo = sympify('fo');\n",
-    "    pfa = sympify('fa');\n",
-    "    pjd = sympify('jd');\n",
-    "    phm = sympify('hm');\n",
-    "    pek = sympify('ek');\n",
-    "    pti = sympify('ti');\n",
-    "    pkj = sympify('kj');\n",
-    "    ph2o= sympify('h2o');\n",
-    "    fac = sympify('1 - h2o');\n",
-    "\n",
-    "    sf = [pq, psl, pwo, pfo, pfa, pjd, phm, pek, pti, pkj, ph2o, fac];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0]  =   sympify('fac*pq');\n",
-    "    idm[1]  =   sympify('fac*psl');\n",
-    "    idm[2]  =   sympify('fac*pwo');\n",
-    "    idm[3]  =   sympify('fac*pfo');\n",
-    "    idm[4]  =   sympify('fac*pfa');\n",
-    "    idm[5]  =   sympify('fac*pjd');\n",
-    "    idm[6]  =   sympify('fac*phm');\n",
-    "    idm[7]  =   sympify('fac*pek');\n",
-    "    idm[8]  =   sympify('fac*pti');\n",
-    "    idm[9]  =   sympify('fac*pkj');\n",
-    "    idm[10] =  sympify('ph2o**2');\n",
-    "    \n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "    gbase[10] = sympify('gb11');\n",
-    "\n",
-    "\n",
-    "    symb     = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','h2o']\n",
-    "\n",
-    "    in_var  = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','x[10]','ln']\n",
-    "    \n",
-    "    in_sf = ['pq', 'psl', 'pwo', 'pfo', 'pfa', 'pjd', 'phm', 'pek', 'pti', 'pkj', 'ph2o', 'fac'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]','sf[13]','sf[14]','sf[15]','sf[16]','sf[17]']\n",
-    "\n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def pl4T_ig():\n",
-    "    \n",
-    "    P        = symbols('P')\n",
-    "    T        = symbols('T')\n",
-    "    n_em     = 3 # 3 endmembers and 2 compositional variables\n",
-    "\n",
-    "    W        = [0]*3\n",
-    "    v        = [0]*3\n",
-    "    gbase    = [0]*n_em;\n",
-    "    p        = [0]*n_em;\n",
-    "    idm      = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    IG[0]    = 0.8;\n",
-    "    IG[1]    = 0.03;\n",
-    "    \n",
-    "    # Validity bounds (need as many slack variables and Lagrange multiplier as there is range bounds)\n",
-    "    # Dim = n_emm - 1\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "  \n",
-    "    Range[0] = [0,1]; # ca range\n",
-    "    Range[1] = [0,1]; # k range\n",
-    "\n",
-    "    emname  = ['ab','an','san']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('ab');\n",
-    "    make[1] = sympify('an');\n",
-    "    make[2] = sympify('san');\n",
-    "    \n",
-    "    p[0]    = sympify('1 - k - ca');\n",
-    "    p[1]    = sympify('ca');\n",
-    "    p[2]    = sympify('k');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0]    = 14.6 - 0.00935*T - 0.04*P;\n",
-    "    W[1]    = 24.1 - 0.00957*T + 0.338*P;\n",
-    "    W[2]    = 48.5 - 0.13*P;\n",
-    "    v[0]    = 0.674;\n",
-    "    v[1]    = 0.55;\n",
-    "    v[2]    = 1.0;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xNaA  = sympify('1 - ca - k');\n",
-    "    xCaA  = sympify('ca');\n",
-    "    xKA   = sympify('k');\n",
-    "    xAlTB = sympify('1/4 + 1/4*ca');\n",
-    "    xSiTB = sympify('3/4 - 1/4*ca');\n",
-    "\n",
-    "    sf = [xNaA, xCaA, xKA, xAlTB, xSiTB];\n",
-    " \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "    idm[1] =   sympify('2.0*xCaA*xAlTB**(1/2)*xSiTB**(1/2)');\n",
-    "    idm[2] =   sympify('1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['ca','k']\n",
-    "    \n",
-    "    in_var  = ['ca','k','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    in_sf = ['xNaA', 'xCaA', 'xKA', 'xAlTB', 'xSiTB'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ol_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # c range\n",
-    "    Range[2]  = [0,1]; # Q range\n",
-    "\n",
-    "    emname    = ['mont','fa','fo','cfm']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mont');\n",
-    "    make[1]   = sympify('fa');\n",
-    "    make[2]   = sympify('fo');\n",
-    "    make[3]   = sympify('1/2 *fa + 1/2 *fo');\n",
-    " \n",
-    "    p[0] = sympify('c');\n",
-    "    p[1] = sympify('-q + x');\n",
-    "    p[2] = sympify('1 - c - q - x + c*x');\n",
-    "    p[3] = sympify('2*q + (-c)*x');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 24.;\n",
-    "    W[1] = 38.;\n",
-    "    W[2] = 24.;\n",
-    "    W[3] = 9.;\n",
-    "    W[4] = 4.5;\n",
-    "    W[5] = 4.5;    \n",
-    "    v    = 0.\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 + q - x');\n",
-    "    xFeM1 = sympify('-q + x');\n",
-    "    xMgM2 = sympify('1 - c - q - x + c*x');\n",
-    "    xFeM2 = sympify('q + x + (-c)*x');\n",
-    "    xCaM2 = sympify('c');\n",
-    "    \n",
-    "    idm2[0] =   xMgM1*xCaM2;\n",
-    "    idm2[1] =   xFeM1*xFeM2;\n",
-    "    idm2[2] =   xMgM1*xMgM2;\n",
-    "    idm2[3] =   xMgM1*xFeM2;\n",
-    "    \n",
-    "    sf    = [xMgM1, xFeM1, xMgM2, xFeM2, xCaM2];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgM1*xCaM2');\n",
-    "    idm[1] =   sympify('xFeM1*xFeM2');\n",
-    "    idm[2] =   sympify('xMgM1*xMgM2');\n",
-    "    idm[3] =   sympify('xMgM1*xFeM2');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    \n",
-    "    symb     = ['x','c','q']\n",
-    "\n",
-    "    in_var  = ['x','c','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "\n",
-    "    in_sf    = ['xMgM1', 'xFeM1', 'xMgM2', 'xFeM2', 'xCaM2'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def mu_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*6\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # y range\n",
-    "    Range[2]  = [0,1]; # f range\n",
-    "    Range[3]  = [0,1]; # n range\n",
-    "    Range[4]  = [0,1]; # c range\n",
-    "\n",
-    "    emname    = ['mu','cel','fcel','pa','mam','fmu']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mu');\n",
-    "    make[1]   = sympify('cel');\n",
-    "    make[2]   = sympify('fcel');\n",
-    "    make[3]   = sympify('pa');\n",
-    "    make[4]   = sympify('ma + 6.5');\n",
-    "    make[5]   = sympify('1/2 *andr - 1/2* gr + mu + 25');\n",
-    " \n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1. - x - y + x*y');\n",
-    "    p[2] = sympify('x + (-x)*y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0. + 0.20*P;\n",
-    "    W[1] = 0. + 0.20*P;\n",
-    "    W[2] = 10.12 + 0.0034*T + 0.353*P;\n",
-    "    W[3] = 35.0;\n",
-    "    W[4] = 0.;\n",
-    "    W[5] = 0.;\n",
-    "    W[6] = 45.0 + 0.25*P;\n",
-    "    W[7] = 50.0;\n",
-    "    W[8] = 0.;\n",
-    "    W[9] = 45.0 + 0.25*P;\n",
-    "    W[10] = 50.0;\n",
-    "    W[11] = 0.;\n",
-    "    W[12] = 15.0;\n",
-    "    W[13] = 30.0;\n",
-    "    W[14] = 35.0;\n",
-    "    v[0] = 0.63;\n",
-    "    v[1] = 0.63;\n",
-    "    v[2] = 0.63;\n",
-    "    v[3] = 0.37;\n",
-    "    v[4] = 0.63;\n",
-    "    v[5] = 0.63;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xKA     = sympify('1. - c - n');\n",
-    "    xNaA    = sympify('n');\n",
-    "    xCaA    = sympify('c');\n",
-    "    xMgM2A  = sympify('1. - x - y + x*y');\n",
-    "    xFeM2A  = sympify('x + (-x)*y');\n",
-    "    xAlM2A  = sympify('y');\n",
-    "    xAlM2B  = sympify('1. - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1   = sympify('1. - 1./2.*c - 1./2.*y');\n",
-    "    xAlT1   = sympify('1./2.*c + 1./2.*y'); \n",
-    "    \n",
-    "    sf      = [xKA, xNaA, xCaA, xMgM2A, xFeM2A, xAlM2A, xAlM2B, xFe3M2B, xSiT1, xAlT1];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = sympify('4*xKA*xAlM2A*xAlM2B*xSiT1*xAlT1');\n",
-    "    idm[1] = sympify('xKA*xMgM2A*xAlM2B*(xSiT1**2)');\n",
-    "    idm[2] = sympify('xKA*xFeM2A*xAlM2B*(xSiT1**2)');\n",
-    "    idm[3] = sympify('4*xNaA*xAlM2A*xAlM2B*xSiT1*xAlT1');\n",
-    "    idm[4] = sympify('xCaA*xAlM2A*xAlM2B*(xAlT1**2)');\n",
-    "    idm[5] = sympify('4*xKA*xAlM2A*xFe3M2B*xSiT1*xAlT1');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    symb     = ['x','y','f','n','c']\n",
-    "\n",
-    "    in_var  = ['x','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    in_sf   = ['xKA', 'xNaA', 'xCaA', 'xMgM2A', 'xFeM2A', 'xAlM2A', 'xAlM2B', 'xFe3M2B', 'xSiT1', 'xAlT1'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def bi_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # y range\n",
-    "    Range[2]  = [0,1]; # f range\n",
-    "    Range[3]  = [0,1]; # t range\n",
-    "    Range[4]  = [0,1]; # Q range\n",
-    "    \n",
-    "    emname  =['phl','annm','obi','east','tbi','fbi']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('phl');\n",
-    "    make[1] = sympify('ann - 6');\n",
-    "    make[2] = sympify('1/3 *ann + 2/3 *phl - 6');\n",
-    "    make[3] = sympify('east ');\n",
-    "    make[4] = sympify('- br + phl + ru + 55');\n",
-    "    make[5] = sympify('1/2 *andr + east - 1/2 *gr - 3');\n",
-    "\n",
-    "    p[0] = sympify('1.0 - f - t - x - y - 2.0/3.0*q + f*x + t*x + x*y');\n",
-    "    p[1] = sympify('-1/3*q + x');\n",
-    "    p[2] = sympify('q -f*x -t*x -x*y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('t');\n",
-    "    p[5] = sympify('f');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12.;\n",
-    "    W[1] = 4.;\n",
-    "    W[2] = 10.;\n",
-    "    W[3] = 30.;\n",
-    "    W[4] = 8.;\n",
-    "    W[5] = 8.;\n",
-    "    W[6] = 5.;\n",
-    "    W[7] = 32.;\n",
-    "    W[8] = 13.6;\n",
-    "    W[9] = 7.;\n",
-    "    W[10] = 24.;\n",
-    "    W[11] = 5.6;\n",
-    "    W[12] = 40.0;\n",
-    "    W[13] = 1.0;\n",
-    "    W[14] = 40.0;\n",
-    "    v = 0.;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM3 = sympify('1 - f - t - x - y - 2/3*q + f*x + t*x + x*y');\n",
-    "    xFeM3 = sympify('x + 2/3*q + (-f)*x + (-t)*x + (-x)*y');\n",
-    "    xFe3M3 = sympify('f');\n",
-    "    xTiM3 = sympify('t');\n",
-    "    xAlM3 = sympify('y');\n",
-    "    xMgM12 = sympify('1 + 1/3*q - x');\n",
-    "    xFeM12 = sympify('-1/3*q + x');\n",
-    "    xSiT = sympify('1/2 - 1/2*f - 1/2*y');\n",
-    "    xAlT = sympify('1/2 + 1/2*f + 1/2*y');\n",
-    "    xOHV = sympify('1 - t');\n",
-    "    xOV = sympify('t');\n",
-    "    \n",
-    "    sf  = [xMgM3, xFeM3, xFe3M3, xTiM3, xAlM3, xMgM12, xFeM12, xSiT, xAlT, xOHV, xOV];\n",
-    "     \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = sympify('4*xMgM3*xMgM12**2*xSiT*xAlT*xOHV**2');\n",
-    "    idm[1] = sympify('  4*xFeM3*xFeM12**2*xSiT*xAlT*xOHV**2');\n",
-    "    idm[2] = sympify('  4*xFeM3*xMgM12**2*xSiT*xAlT*xOHV**2');\n",
-    "    idm[3] = sympify('xAlM3*xMgM12**2*xAlT**2*xOHV**2');\n",
-    "    idm[4] = sympify('  4*xTiM3*xMgM12**2*xSiT*xAlT*xOV**2');\n",
-    "    idm[5] = sympify('xFe3M3*xMgM12**2*xAlT**2*xOHV**2');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    \n",
-    "    symb     = ['x','y','f','t','q']\n",
-    "\n",
-    "    in_var  = ['x','y','f','t','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf  = ['xMgM3', 'xFeM3', 'xFe3M3', 'xTiM3', 'xAlM3', 'xMgM12', 'xFeM12', 'xSiT', 'xAlT', 'xOHV', 'xOV']; \n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "    \n",
-    "    \n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def g_ig():\n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*6\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x  range\n",
-    "    Range[1]  = [0,1]; # c  range\n",
-    "    Range[2]  = [0,1]; # f  range\n",
-    "    Range[3]  = [0,1]; # cr range\n",
-    "    Range[4]  = [0,1]; # t  range\n",
-    "\n",
-    "\n",
-    "    emname    = ['py','alm','gr','andr','knom','tig']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('py');\n",
-    "    make[1]   = sympify('alm');\n",
-    "    make[2]   = sympify('gr');\n",
-    "    make[3]   = sympify('andr');\n",
-    "    make[4]   = sympify('knor + 18.2');\n",
-    "    make[5]   = sympify('py + 1/2 *e_per + 1/2 *ru - 1/2 *cor + 46.7 - 0.0173 *T');\n",
-    " \n",
-    "    \n",
-    "    p[0] = sympify('1 - c - cr - x - 4*t + c*x');\n",
-    "    p[1] = sympify('x + (-c)*x');\n",
-    "    p[2] = sympify('c - f');\n",
-    "    p[3] = sympify('f');\n",
-    "    p[4] = sympify('cr');\n",
-    "    p[5] = sympify('4*t');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 4.0 + 0.10*P;\n",
-    "    W[1] = 45.4 - 0.010*T + 0.04*P;\n",
-    "    W[2] = 107.0 - 0.010*T - 0.036*P;\n",
-    "    W[3] = 2.0;\n",
-    "    W[4] = 0;\n",
-    "    W[5] = 17.0 - 0.010*T + 0.10*P;\n",
-    "    W[6] = 65.0 - 0.010*T + 0.039*P;\n",
-    "    W[7] = 6.0 + 0.01*P;\n",
-    "    W[8] = 0;\n",
-    "    W[9] = 2.0;\n",
-    "    W[10] = 1.0 - 0.010*T + 0.18*P;\n",
-    "    W[11] = 0;\n",
-    "    W[12] = 63.0 - 0.010*T + 0.10*P;\n",
-    "    W[13] = 0;\n",
-    "    W[14] = 0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 2.50;\n",
-    "    v[3] = 2.50;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - c - x + c*x');\n",
-    "    xFeM1  = sympify('x + (-c)*x');\n",
-    "    xCaM1  = sympify('c');\n",
-    "    xAlM2  = sympify('1 - cr - f - 2*t');\n",
-    "    xCrM2  = sympify('cr');\n",
-    "    xFe3M2 = sympify('f');\n",
-    "    xMgM2  = sympify('t');\n",
-    "    xTiM2  = sympify('t');\n",
-    "\n",
-    "    sf    = [xMgM1, xFeM1, xCaM1, xAlM2, xCrM2, xFe3M2, xMgM2, xTiM2];      \n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgM1**3*xAlM2**2');\n",
-    "    idm[1] =   sympify('xFeM1**3*xAlM2**2');\n",
-    "    idm[2] =   sympify('xCaM1**3*xAlM2**2');\n",
-    "    idm[3] =   sympify('xCaM1**3*xFe3M2**2');\n",
-    "    idm[4] =   sympify('xMgM1**3*xCrM2**2');\n",
-    "    idm[5] = sympify('8*xMgM1**3*xAlM2*xMgM2**(1/2)*xTiM2**(1/2)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    symb     = ['x','c','f','cr','t']\n",
-    "    \n",
-    "    in_var  = ['x','cr','f','c','t','log']   \n",
-    "    out_var = ['x[0]','x[3]','x[2]','x[1]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf  = ['xMgM1', 'xFeM1', 'xCaM1', 'xAlM2', 'xCrM2', 'xFe3M2', 'xMgM2', 'xTiM2']; \n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ep_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];   # f range\n",
-    "    Range[1]  = [0,0.5]; # Q range\n",
-    "\n",
-    "    emname    = ['cz','ep','fep']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('cz');\n",
-    "    make[1]   = sympify('ep');\n",
-    "    make[2]   = sympify('fep');\n",
-    "\n",
-    "    p[0] = sympify('1 - f - q');\n",
-    "    p[1] = sympify('2*q');\n",
-    "    p[2] = sympify('f - q');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 1.;\n",
-    "    W[1] = 3.;\n",
-    "    W[2] = 1.;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeM1 = sympify('f - q');\n",
-    "    xAlM1 = sympify('1 - f + q');\n",
-    "    xFeM3 = sympify('f + q');\n",
-    "    xAlM3 = sympify('1 - f - q');\n",
-    " \n",
-    "    sf    = [xFeM1, xAlM1, xFeM3, xAlM3];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xAlM1*xAlM3');\n",
-    "    idm[1] =   sympify('xAlM1*xFeM3');\n",
-    "    idm[2] =   sympify('xFeM1*xFeM3');\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['f','q']\n",
-    "    \n",
-    "    in_var  = ['f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf    = ['xFeM1', 'xAlM1', 'xFeM3', 'xAlM3'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def cd_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # h range\n",
-    "\n",
-    "    emname    = ['crd','fcrd','hcrd']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('crd');\n",
-    "    make[1]   = sympify('fcrd');\n",
-    "    make[2]   = sympify('hcrd');\n",
-    "\n",
-    "    p[0] = sympify('1 - h - x');\n",
-    "    p[1] = sympify('x');\n",
-    "    p[2] = sympify('h');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 6.;\n",
-    "    W[1] = 0.;\n",
-    "    W[2] = 0.;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeX  = sympify('x');\n",
-    "    xMgX  = sympify('1 - x');\n",
-    "    xH2OH = sympify('h');\n",
-    "    xvH   = sympify('1 - h');\n",
-    "\n",
-    "    sf  = [xFeX, xMgX, xH2OH, xvH];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgX**2*xvH');\n",
-    "    idm[1] =   sympify('xFeX**2*xvH');\n",
-    "    idm[2] =   sympify('xMgX**2*xH2OH');\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['x','h']\n",
-    "\n",
-    "    in_var  = ['x','h','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf  = ['xFeX', 'xMgX', 'xH2OH', 'xvH'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def opx_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 9\n",
-    "    idm2 = []\n",
-    "\n",
-    "    W         = [0]*36\n",
-    "    v         = [0]*9\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # c range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [-1,1]; # Q range\n",
-    "    Range[4]  = [0,1];  # f range\n",
-    "    Range[5]  = [0,1];  # t range\n",
-    "    Range[6]  = [0,1];  # cr range\n",
-    "    Range[7]  = [0,1];  # j range\n",
-    "    \n",
-    "\n",
-    "    emname    = ['en','fs','fm','odi','mgts','cren','obuf','mess','ojd']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('en');\n",
-    "    make[1]   = sympify('fs');\n",
-    "    make[2]   = sympify('1/2 *en + 1/2 *fs - 6.6');\n",
-    "    make[3]   = sympify('di + 2.8 + 0.005* P');\n",
-    "    make[4]   = sympify('mgts');\n",
-    "    make[5]   = sympify('mgts + kos - jd - 25.9 + 0.0155* T + 0.05 *P');\n",
-    "    make[6]   = sympify('mgts + 1/2 *e_per + 1/2 *ru - 1/2 *cor - 5 - 0.0051 *T - 0.0061* P');\n",
-    "    make[7]   = sympify('mgts + acm - jd + 4.8 - 0.089 *P');\n",
-    "    make[8]   = sympify('jd + 18.8');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - c - j + q - x - y + (-j)*q + q*t + c*x + j*x + (-q)*y');\n",
-    "    p[1] = sympify('q + x + (-j)*q + q*t + (-j)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    p[2] = sympify('-2*q + 2*j*q + (-2*q)*t + (-c)*x + (-t)*x + 2*q*y + x*y');\n",
-    "    p[3] = sympify('c');\n",
-    "    p[4] = sympify('-cr - f + y - 2*t');\n",
-    "    p[5] = sympify('cr');\n",
-    "    p[6] = sympify('2*t');\n",
-    "    p[7] = sympify('f');\n",
-    "    p[8] = sympify('j');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 7.0;\n",
-    "    W[1] = 4.0;\n",
-    "    W[2] = 29.4;\n",
-    "    W[3] = 12.5 - 0.04*P;\n",
-    "    W[4] = 8.0;\n",
-    "    W[5] = 6.0;\n",
-    "    W[6] = 8.0;\n",
-    "    W[7] = 35.0;\n",
-    "    W[8] = 4.0;\n",
-    "    W[9] = 21.5 + 0.08*P;\n",
-    "    W[10] = 11.0 - 0.15*P;\n",
-    "    W[11] = 10.0;\n",
-    "    W[12] = 7.0;\n",
-    "    W[13] = 10.0;\n",
-    "    W[14] = 35.0;\n",
-    "    W[15] = 18.0 + 0.08*P;\n",
-    "    W[16] = 15.0 - 0.15*P;\n",
-    "    W[17] = 12.0;\n",
-    "    W[18] = 8.0;\n",
-    "    W[19] = 12.0;\n",
-    "    W[20] = 35.0;\n",
-    "    W[21] = 75.5 - 0.84*P;\n",
-    "    W[22] = 20.0;\n",
-    "    W[23] = 40.0;\n",
-    "    W[24] = 20.0;\n",
-    "    W[25] = 35.0;\n",
-    "    W[26] = 2.0;\n",
-    "    W[27] = 10.0;\n",
-    "    W[28] = 2.0;\n",
-    "    W[29] = 7.0;\n",
-    "    W[30] = 6.0;\n",
-    "    W[31] = 2.0;\n",
-    "    W[32] = -11.0;\n",
-    "    W[33] = 6.0;\n",
-    "    W[34] = 20.0;\n",
-    "    W[35] = -11.0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 1.00;\n",
-    "    v[3] = 1.20;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "    v[6] = 1.00;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 1.20;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - j - q + t - x - y + j*q + (-q)*t + j*x + (-t)*x + q*y + x*y');\n",
-    "    xFeM1  = sympify('q + x + (-j)*q + q*t + (-j)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    xAlM1  = sympify('-cr - f + j + y - 2*t');\n",
-    "    xFe3M1 = sympify('f');\n",
-    "    xCrM1  = sympify('cr');\n",
-    "    xTiM1  = sympify('t');\n",
-    "    xMgM2  = sympify('1 - c - j + q - x + (-j)*q + q*t + c*x + j*x + (-q)*y');\n",
-    "    xFeM2  = sympify('-q + x + j*q + (-q)*t + (-c)*x + (-j)*x + q*y');\n",
-    "    xCaM2  = sympify('c');\n",
-    "    xNaM2  = sympify('j');\n",
-    "    xSiT   = sympify('1 - 1/2*y');\n",
-    "    xAlT   = sympify('1/2*y');\n",
-    "\n",
-    "    sf   = [xMgM1, xFeM1, xAlM1, xFe3M1, xCrM1, xTiM1, xMgM2, xFeM2, xCaM2, xNaM2, xSiT, xAlT];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgM1*xMgM2*xSiT**(1/2)');\n",
-    "    idm[1] =   sympify('xFeM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[2] =   sympify('xMgM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[3] =   sympify('xMgM1*xCaM2*xSiT**(1/2)');\n",
-    "    idm[4] = sympify('1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[5] = sympify('1.4142*xCrM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[6] = sympify('2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[7] = sympify('1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[8] =   sympify('xAlM1*xNaM2*xSiT**(1/2)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    \n",
-    "    in_var  = ['x','y','cr','q','f','t','c','j','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[6]','x[3]','x[4]','x[5]','x[2]','x[7]','ln']\n",
-    "    \n",
-    "    symb     = ['x','y','c','q','f','t','cr','j']\n",
-    "    in_sf   = ['xMgM1', 'xFeM1', 'xAlM1', 'xFe3M1', 'xCrM1', 'xTiM1', 'xMgM2', 'xFeM2', 'xCaM2', 'xNaM2', 'xSiT', 'xAlT'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def cpx_ig():\n",
-    "\n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 10\n",
-    "\n",
-    "    W         = [0]*45\n",
-    "    v         = [0]*10\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "# Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em); # declare range\n",
-    "    \n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # o range\n",
-    "    Range[3]  = [0,1]; # n range\n",
-    "    Range[4]  = [-1,1];  # Q range\n",
-    "    Range[5]  = [0,1];  # f range\n",
-    "    Range[6]  = [0,1];  # cr range\n",
-    "    Range[7]  = [0,1];  # t range\n",
-    "    Range[8]  = [0,1];  # k range\n",
-    "    emname  = ['di','cfs','cats','crdi','cess','cbuf','jd','cen','cfm','kjd']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('di');\n",
-    "    make[1] = sympify('fs + 2.1 - 0.002 *T + 0.045 *P');\n",
-    "    make[2] = sympify('cats');\n",
-    "    make[3] = sympify('d_cats + kos - jd - 4.9 ');\n",
-    "    make[4] = sympify('d_cats + acm - jd - 3.45');\n",
-    "    make[5] = sympify('d_cats + 1/2 *e_per + 1/2* ru - 1/2* cor - 16.2 - 0.0012* T - 0.005 *P');\n",
-    "    make[6] = sympify('jd');\n",
-    "    make[7] = sympify('en + 3.5 - 0.002 *T + 0.048 *P ');\n",
-    "    make[8] = sympify('1/2 *en + 1/2 *fs - 1.6 - 0.002 *T + 0.0465* P');\n",
-    "    make[9] = sympify('jd - abh + san + 11.7 + 0.6* P '); \n",
-    "    \n",
-    "    p[0] = sympify('1 - k - n - o - y');\n",
-    "    p[1] = sympify('q + x + (-k)*q + (-n)*q + q*t + (-k)*x + (-n)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    p[2] = sympify('-cr - f + y - 2*t');\n",
-    "    p[3] = sympify('cr');\n",
-    "    p[4] = sympify('f');\n",
-    "    p[5] = sympify('2*t');\n",
-    "    p[6] = sympify('n');\n",
-    "    p[7] = sympify('o + q + (-k)*q + (-n)*q + q*t + (-o)*x + (-q)*y');\n",
-    "    p[8] = sympify('-x - 2*q + 2*k*q + 2*n*q + (-2*q)*t + k*x + n*x + o*x + (-t)*x + 2*q*y + x*y');\n",
-    "    p[9] = sympify('k');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 25.8;\n",
-    "    W[1] = 13.0 - 0.06*P;\n",
-    "    W[2] = 8.0;\n",
-    "    W[3] = 8.0;\n",
-    "    W[4] = 8.0;\n",
-    "    W[5] = 26.0;\n",
-    "    W[6] = 29.8;\n",
-    "    W[7] = 20.6;\n",
-    "    W[8] = 26.0;\n",
-    "    \n",
-    "    W[9] = 25.0 - 0.10*P;\n",
-    "    W[10] = 38.3;\n",
-    "    W[11] = 43.3;\n",
-    "    W[12] = 24.0;\n",
-    "    W[13] = 24.0;\n",
-    "    W[14] = 2.3;\n",
-    "    W[15] = 3.5;\n",
-    "    W[16] = 24.0;\n",
-    "    \n",
-    "    W[17] = 2.0;\n",
-    "    W[18] = 2.0;\n",
-    "    W[19] = 6.0;\n",
-    "    W[20] = 6.0;\n",
-    "    W[21] = 45.2 - 0.35*P;\n",
-    "    W[22] = 27.0 - 0.10*P;\n",
-    "    W[23] = 6.0;\n",
-    "    \n",
-    "    W[24] = 2.0;\n",
-    "    W[25] = 6.0;\n",
-    "    W[26] = 3.0;\n",
-    "    W[27] = 52.3;\n",
-    "    W[28] = 40.3;\n",
-    "    W[29] = 3.0;\n",
-    "    \n",
-    "    W[30] = 6.0;\n",
-    "    W[31] = 3.0;\n",
-    "    W[32] = 57.3;\n",
-    "    W[33] = 45.3;\n",
-    "    W[34] = 3.0;\n",
-    "    \n",
-    "    W[35] = 16.0;\n",
-    "    W[36] = 24.0;\n",
-    "    W[37] = 22.0;\n",
-    "    W[38] = 16.0;\n",
-    "    \n",
-    "    W[39] = 40.0;\n",
-    "    W[40] = 40.0;\n",
-    "    W[41] = 28.0;\n",
-    "    \n",
-    "    W[42] = 4.0;\n",
-    "    W[43] = 40.0;\n",
-    "    W[44] = 40.0;\n",
-    "    v[0] = 1.20;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 1.90;\n",
-    "    v[3] = 1.90;\n",
-    "    v[4] = 1.90;\n",
-    "    v[5] = 1.90;\n",
-    "    v[6] = 1.20;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 1.00;\n",
-    "    v[9] = 1.20;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - k - n - q + t - x - y + k*q + n*q + (-q)*t + k*x + n*x + (-t)*x + q*y + x*y');\n",
-    "    xFeM1  = sympify('q + x + (-k)*q + (-n)*q + q*t + (-k)*x + (-n)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    xAlM1  = sympify('-cr - f + k + n + y - 2*t');\n",
-    "    xFe3M1 = sympify('f');\n",
-    "    xCrM1  = sympify('cr');\n",
-    "    xTiM1  = sympify('t');\n",
-    "    xMgM2  = sympify('o + q + (-k)*q + (-n)*q + q*t + (-o)*x + (-q)*y');\n",
-    "    xFeM2  = sympify('-q + k*q + n*q + (-q)*t + o*x + q*y');\n",
-    "    xCaM2  = sympify('1 - k - n - o');\n",
-    "    xNaM2  = sympify('n');\n",
-    "    xKM2   = sympify('k');\n",
-    "    xSiT   = sympify('1 - 1/2*y');\n",
-    "    xAlT   = sympify('1/2*y');\n",
-    "\n",
-    "    sf   = [xMgM1, xFeM1, xAlM1, xFe3M1, xCrM1, xTiM1, xMgM2, xFeM2, xCaM2, xNaM2, xKM2, xSiT, xAlT];\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = sympify('xMgM1*xCaM2*xSiT**(1/2)');\n",
-    "    idm[1] = sympify('xFeM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[2] = sympify('1.4142*xAlM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[3] = sympify('1.4142*xCrM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[4] = sympify('1.4142*xFe3M1*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[5] = sympify('2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[6] = sympify('xAlM1*xNaM2*xSiT**(1/2)');\n",
-    "    idm[7] = sympify('xMgM1*xMgM2*xSiT**(1/2)');\n",
-    "    idm[8] = sympify('xMgM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[9] = sympify('xAlM1*xKM2*xSiT**(1/2)');\n",
-    " \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "\n",
-    "    symb     = ['x','y','o','n','q','f','cr','t','k']\n",
-    "\n",
-    "    in_var  = ['x','y','o','n','q','f','cr','t','k','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','ln']\n",
-    "    in_sf   = ['xMgM1', 'xFeM1', 'xAlM1', 'xFe3M1', 'xCrM1', 'xTiM1', 'xMgM2', 'xFeM2', 'xCaM2', 'xNaM2', 'xKM2', 'xSiT', 'xAlT'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def spn_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    \n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x  range\n",
-    "    Range[1]  = [0,1.]; # y  range\n",
-    "    Range[2]  = [0,1];  # c  range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [0,1]; # t  range\n",
-    "    Range[4]  = [-1,1];  # Q1 range\n",
-    "    Range[5]  = [-1,1];  # Q2 range\n",
-    "    Range[6]  = [-1,1];  # Q3 range\n",
-    "\n",
-    "    emname  = ['nsp','isp','nhc','ihc','nmt','imt','pcr','qndm']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('o_sp');\n",
-    "    make[1] = sympify('o_sp + 23.6 - 0.005763 *T');\n",
-    "    make[2] = sympify('o_herc');\n",
-    "    make[3] = sympify('o_herc + 23.6 - 0.005763 *T');\n",
-    "    make[4] = sympify('e_mt + 0 + 0.005763* T');\n",
-    "    make[5] = sympify('e_mt + 0.3');\n",
-    "    make[6] = sympify('picr');\n",
-    "    make[7] = sympify('qnd - 30');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1/3 - 1/3*x - c + 2/3*Q1 - 2/3*t + (-1/3*t)*x');\n",
-    "    p[1] = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*x + (-2/3*t)*x');\n",
-    "    p[2] = sympify('1/3*x - 1/3*y + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y');\n",
-    "    p[3] = sympify('-2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y');\n",
-    "    p[4] = sympify('1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y');\n",
-    "    p[5] = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    p[6] = sympify('c');\n",
-    "    p[7] = sympify('t');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = -8.2;\n",
-    "    W[1] = 3.5;\n",
-    "    W[2] = -13.0;\n",
-    "    W[3] = 43.2;\n",
-    "    W[4] = 49.1;\n",
-    "    W[5] = -5.0;\n",
-    "    W[6] = 22.5;\n",
-    "    W[7] = 4.4;\n",
-    "    W[8] = -6.0;\n",
-    "    W[9] = 36.8;\n",
-    "    W[10] = 20.0;\n",
-    "    W[11] = 14.0;\n",
-    "    W[12] = 21.5;\n",
-    "    W[13] = -8.2;\n",
-    "    W[14] = 18.1;\n",
-    "    W[15] = 49.0;\n",
-    "    W[16] = -19.0;\n",
-    "    W[17] = 35.1;\n",
-    "    W[18] = -4.0;\n",
-    "    W[19] = 7.6;\n",
-    "    W[20] = -11.0;\n",
-    "    W[21] = 9.0;\n",
-    "    W[22] = 18.1;\n",
-    "    W[23] = 11.9;\n",
-    "    W[24] = 62.2;\n",
-    "    W[25] = -6.4;\n",
-    "    W[26] = 24.3;\n",
-    "    W[27] = 60.0;\n",
-    "    v = 0.;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgT  = sympify('1/3 + 1/3*t - 1/3*x + 2/3*Q1 + (-1/3*t)*x');\n",
-    "    xFeT  = sympify('1/3*x + 2/3*Q2 + 1/3*t*x');\n",
-    "    xAlT  = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*Q2 - 2/3*Q3 - 2/3*y + 2/3*c*y + 2/3*t*y');\n",
-    "    xFe3T = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    xMgM  = sympify('1/3 - 1/3*Q1 + 1/3*t - 1/3*x + (-1/3*t)*x');\n",
-    "    xFeM  = sympify('-1/3*Q2 + 1/3*x + 1/3*t*x');\n",
-    "    xAlM  = sympify('2/3 + 1/3*Q1 + 1/3*Q2 + 1/3*Q3 - c - 2/3*y - 5/6*t + 2/3*c*y + 2/3*t*y');\n",
-    "    xFe3M = sympify('-1/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    xCrM  = sympify('c');\n",
-    "    xTiM  = sympify('1/2*t');\n",
-    "\n",
-    "    sf   = [xMgT, xFeT, xAlT, xFe3T, xMgM, xFeM, xAlM, xFe3M, xCrM, xTiM];\n",
-    "\n",
-    "    idm[0] = sympify('  xMgT*xAlM');\n",
-    "    idm[1] = sympify('2*xAlT*xMgM**(.5)*xAlM**(.5)');\n",
-    "    idm[2] = sympify('  xFeT*xAlM');\n",
-    "    idm[3] = sympify('2*xAlT*xFeM**(.5)*xAlM**(.5)');\n",
-    "    idm[4] = sympify('  xFeT*xFe3M');\n",
-    "    idm[5] = sympify('2*xFe3T*xFeM**(.5)*xFe3M**(.5)');\n",
-    "    idm[6] = sympify('  xMgT*xCrM');\n",
-    "    idm[7] = sympify('2*xMgT*xMgM**(.5)*xTiM**(.5)');\n",
-    "      \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "\n",
-    "    symb     = ['x','y','c','t','Q1','Q2','Q3']\n",
-    "\n",
-    "    in_var  = ['x','y','c','t','Q1','Q2','Q3','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "    in_sf   = ['xMgT', 'xFeT', 'xAlT', 'xFe3T', 'xMgM', 'xFeM', 'xAlM', 'xFe3M', 'xCrM', 'xTiM'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    " \n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def hb_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps_hb = symbols('eps')\n",
-    "    n_em = 11\n",
-    "\n",
-    "    W         = [0]*55\n",
-    "    v         = [0]*11\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # z range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [0,1];  # a range\n",
-    "    Range[4]  = [0,1];  # k range\n",
-    "    Range[5]  = [0,1];  # c range\n",
-    "    Range[6]  = [0,1];  # f range\n",
-    "    Range[7]  = [0,1];  # t range\n",
-    "    Range[8]  = [-1,1]; # Q1 range\n",
-    "    Range[9]  = [-1,1]; # Q2 range\n",
-    "\n",
-    "    emname  = ['tr','tsm','prgm','glm','cumm','grnm','a','b','mrb','kprg','tts']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('tr');\n",
-    "    make[1] = sympify('ts+10');\n",
-    "    make[2] = sympify('parg - 10');\n",
-    "    make[3] = sympify('gl - 3');\n",
-    "    make[4] = sympify('cumm');\n",
-    "    make[5] = sympify('grun - 3');\n",
-    "    make[6] = sympify('3/7 *cumm + 4/7 *grun - 11.2');\n",
-    "    make[7] = sympify('2/7 *cumm + 5/7 *grun - 13.8');\n",
-    "    make[8] = sympify('gl - gr + andr');\n",
-    "    make[9] = sympify('mu - pa + parg - 7.06 + 0.02 *T');\n",
-    "    make[10] = sympify('- 2 *dsp + 2 *ru + ts + 95');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-1/2*a + c - f - t - y + z');\n",
-    "    p[1] = sympify('-1/2*a + f + y - z');\n",
-    "    p[2] = sympify('a + (-a)*k');\n",
-    "    p[3] = sympify('-f + z');\n",
-    "    p[4] = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z');\n",
-    "    p[5] = sympify('x - 2*Q2 - 5/2*Q1 + 2*f*Q2 + 2*Q2*t + c*x + (-f)*x + (-t)*x + 2*Q2*y + (-x)*y + x*z');\n",
-    "    p[6] = sympify('Q2 + 5/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "    p[7] = sympify('2*Q2 + 3/2*Q1 + (-2*f)*Q2 + (-2*Q2)*t + (-c)*x + f*x + t*x + (-2*Q2)*y + x*y + (-x)*z');\n",
-    "    p[8] = sympify('f');\n",
-    "    p[9] = sympify('a*k');\n",
-    "    p[10] = sympify('t'); \n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 20.0;\n",
-    "    W[1] = 25.0;\n",
-    "    W[2] = 65.0;\n",
-    "    W[3] = 45.0;\n",
-    "    W[4] = 75.0;\n",
-    "    W[5] = 57.0;\n",
-    "    W[6] = 63.0;\n",
-    "    W[7] = 52.0;\n",
-    "    W[8] = 30.0;\n",
-    "    W[9] = 85.0;\n",
-    "    W[10] = -40.0;\n",
-    "    W[11] = 25.0;\n",
-    "    W[12] = 70.0;\n",
-    "    W[13] = 80.0;\n",
-    "    W[14] = 70.0;\n",
-    "    W[15] = 72.5;\n",
-    "    W[16] = 20.0;\n",
-    "    W[17] = -40.0;\n",
-    "    W[18] = 35.0;\n",
-    "    W[19] = 50.0;\n",
-    "    W[20] = 90.0;\n",
-    "    W[21] = 106.7;\n",
-    "    W[22] = 94.8;\n",
-    "    W[23] = 94.8;\n",
-    "    W[24] = 40.0;\n",
-    "    W[25] = 8.0;\n",
-    "    W[26] = 15.0;\n",
-    "    W[27] = 100.0;\n",
-    "    W[28] = 113.5;\n",
-    "    W[29] = 100.0;\n",
-    "    W[30] = 111.2;\n",
-    "    W[31] = 0.0;\n",
-    "    W[32] = 54.0;\n",
-    "    W[33] = 75.0;\n",
-    "    W[34] = 33.0;\n",
-    "    W[35] = 18.0;\n",
-    "    W[36] = 23.0;\n",
-    "    W[37] = 80.0;\n",
-    "    W[38] = 87.0;\n",
-    "    W[39] = 100.0;\n",
-    "    W[40] = 12.0;\n",
-    "    W[41] = 8.0;\n",
-    "    W[42] = 91.0;\n",
-    "    W[43] = 96.0;\n",
-    "    W[44] = 65.0;\n",
-    "    W[45] = 20.0;\n",
-    "    W[46] = 80.0;\n",
-    "    W[47] = 94.0;\n",
-    "    W[48] = 95.0;\n",
-    "    W[49] = 90.0;\n",
-    "    W[50] = 94.0;\n",
-    "    W[51] = 95.0;\n",
-    "    W[52] = 50.0;\n",
-    "    W[53] = 50.0;\n",
-    "    W[54] = 35.0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.50;\n",
-    "    v[2] = 1.70;\n",
-    "    v[3] = 0.80;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "    v[6] = 1.00;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 0.80;\n",
-    "    v[9] = 1.70;\n",
-    "    v[10] = 1.50;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xvA     = sympify('1 - a');\n",
-    "    xNaA    = sympify('a + (-a)*k');\n",
-    "    xKA     = sympify('a*k');\n",
-    "    xMgM13  = sympify('1 + Q1 - x');\n",
-    "    xFeM13  = sympify('-Q1 + x');\n",
-    "    xMgM2   = sympify('1 - f + Q2 - t - x - y + (-f)*Q2 + (-Q2)*t + f*x + t*x + (-Q2)*y + x*y');\n",
-    "    xFeM2   = sympify('-Q2 + x + f*Q2 + Q2*t + (-f)*x + (-t)*x + Q2*y + (-x)*y');\n",
-    "    xAlM2   = sympify('y');\n",
-    "    xFe3M2  = sympify('f');\n",
-    "    xTiM2   = sympify('t');\n",
-    "    xCaM4   = sympify('c');\n",
-    "    xMgM4   = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2 *t + c*x + Q2*y + x*z');\n",
-    "    xFeM4   = sympify('Q2 + x + 3/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "    xNaM4   = sympify('z');\n",
-    "    xSiT1   = sympify('1 - 1/2*f - 1/2*t - 1/2*y + 1/2*z - 1/4*a');\n",
-    "    xAlT1   = sympify('1/2*f + 1/2*t + 1/2*y - 1/2*z + 1/4*a');\n",
-    "    xOHV    = sympify('1 - t');\n",
-    "    xOV     = sympify('t');\n",
-    "    \n",
-    "    sf  = [xvA, xNaA, xKA, xMgM13, xFeM13, xMgM2, xFeM2, xAlM2, xFe3M2, xTiM2, xCaM4, xMgM4, xFeM4, xNaM4, xSiT1, xAlT1, xOHV, xOV];\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xvA*xMgM13**3*xMgM2**2*xCaM4**2*xSiT1*xOHV**2');\n",
-    "    idm[1] = sympify('2*xvA*xMgM13**3*xAlM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2');\n",
-    "    idm[2] = sympify('8*xNaA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2');\n",
-    "    idm[3] =   sympify('xvA*xMgM13**3*xAlM2**2*xNaM4**2*xSiT1*xOHV**2');\n",
-    "    idm[4] =   sympify('xvA*xMgM13**3*xMgM2**2*xMgM4**2*xSiT1*xOHV**2');\n",
-    "    idm[5] =   sympify('xvA*xFeM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2');\n",
-    "    idm[6] =   sympify('xvA*xMgM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2');\n",
-    "    idm[7] =   sympify('xvA*xFeM13**3*xMgM2**2*xFeM4**2*xSiT1*xOHV**2');\n",
-    "    idm[8] =   sympify('xvA*xMgM13**3*xFe3M2**2*xNaM4**2*xSiT1*xOHV**2');\n",
-    "    idm[9] = sympify('8*xKA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2');\n",
-    "    idm[10] = sympify('2*xvA*xMgM13**3*xTiM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOV**2');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "    gbase[10] = sympify('gb11');\n",
-    "   \n",
-    "    symb     = ['x','y','z','a','k','c','f','t','Q1','Q2']\n",
-    "\n",
-    "    in_var  = ['x','y','z','a','k','c','f','t','Q1','Q2','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','ln']\n",
-    "    in_sf  = ['xvA', 'xNaA', 'xKA', 'xMgM13', 'xFeM13', 'xMgM2', 'xFeM2', 'xAlM2', 'xFe3M2', 'xTiM2', 'xCaM4', 'xMgM4', 'xFeM4', 'xNaM4', 'xSiT1', 'xAlT1', 'xOHV', 'xOV'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]','sf[13]','sf[14]','sf[15]','sf[16]','sf[17]']\n",
-    " \n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ilm_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = ['']*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [-0.99,0.99]; # Q range\n",
-    "  \n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('d_ilm');\n",
-    "    make[1] = sympify('d_ilm');\n",
-    "    make[2] = sympify('d_hem');\n",
-    "\n",
-    "\n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('x - q');\n",
-    "    p[2] = sympify('1 - x');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 15.6;\n",
-    "    W[1] = 26.6;\n",
-    "    W[2] = 11.0;    \n",
-    "    v = 0.0; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFe2A = sympify('1/2*x + 1/2*q');\n",
-    "    xTiA  = sympify('1/2*x - 1/2*q');\n",
-    "    xFe3A = sympify('1 - x');\n",
-    "    xFe2B = sympify('1/2*x - 1/2*q');\n",
-    "    xTiB  = sympify('1/2*x + 1/2*q');\n",
-    "    xFe3B = sympify('1 - x');\n",
-    "\n",
-    "    sf    = [xFe2A, xTiA, xFe3A, xFe2B, xTiB, xFe3B];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xFe2A*xTiB');\n",
-    "    idm[1] =   sympify('4.*xFe2A**(0.5)*xTiA**(0.5)*xFe2B**(0.5)*xTiB**(0.5)');\n",
-    "    idm[2] =   sympify('xFe3A*xFe3B');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['x','q']\n",
-    "\n",
-    "    in_var  = ['x','q','log']  \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xFe2A', 'xTiA', 'xFe3A', 'xFe2B', 'xTiB', 'xFe3B']; \n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make\n",
-    "\n",
-    "def ilm_TJBH_2019_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [-0.99,0.99]; # Q range\n",
-    "    \n",
-    "    emname  = ['oilm','dilm','dhem']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('o_ilm');\n",
-    "    make[1] = sympify('d_ilm + 1.9928 - 0.0021 *T');\n",
-    "    make[2] = sympify('e_hem');\n",
-    "\n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('i - q');\n",
-    "    p[2] = sympify('1 - i');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 7.05;\n",
-    "    W[1] = 14.3;\n",
-    "    W[2] = 7.25;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeA  = sympify('1/2*i + 1/2*q');\n",
-    "    xTiA  = sympify('1/2*i - 1/2*q');\n",
-    "    xFe3A = sympify('1 - i');\n",
-    "    xFeB  = sympify('1/2*i - 1/2*q');\n",
-    "    xTiB  = sympify('1/2*i + 1/2*q');\n",
-    "    xFe3B = sympify('1 - i');\n",
-    "\n",
-    "    sf    = [xFeA, xTiA, xFe3A, xFeB, xTiB, xFe3B];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xFeA**(0.5)*xTiB**(0.5)');\n",
-    "    idm[1] =   sympify('2.*xFeA**(0.25)*xTiA**(0.25)*xFeB**(0.25)*xTiB**(0.25)');\n",
-    "    idm[2] =   sympify('xFe3A**(0.5)*xFe3B**(0.5)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['i','q']\n",
-    "\n",
-    "    in_var  = ['i','q','log']  \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf    = ['xFeA', 'xTiA', 'xFe3A', 'xFeB', 'xTiB', 'xFe3B'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 202,
-   "metadata": {
-    "code_folding": [
-     2,
-     126,
-     196,
-     312,
-     408,
-     477,
-     585,
-     693,
-     813,
-     904,
-     981,
-     1070,
-     1200,
-     1276,
-     1355,
-     1443
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# ss database metapelite _mp n=15\n",
-    "\n",
-    "def liq_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    Range[5]  = [0,1];\n",
-    "    Range[6]  = [0,1];\n",
-    "\n",
-    "    emname    = ['q4L','abL','kspL','anL','slL','fo2L','fa2L','h2oL']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('4 *qL')\n",
-    "    make[1]   = sympify('abL')\n",
-    "    make[2]   = sympify('kspL')\n",
-    "    make[3]   = sympify('anL')\n",
-    "    make[4]   = sympify('8/5* silL - 23')\n",
-    "    make[5]   = sympify('2 *foL - 10')\n",
-    "    make[6]   = sympify('2 *faL - 9 - 1.3* P')\n",
-    "    make[7]   = sympify('h2oL')\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('fsp*na');\n",
-    "    p[2] = sympify('fsp*(1 - na)');\n",
-    "    p[3] = sympify('an');\n",
-    "    p[4] = sympify('1 - q - fsp - an - ol - h2o');\n",
-    "    p[5] = sympify('ol*(1 - xc)');\n",
-    "    p[6] = sympify('ol*xc');\n",
-    "    p[7] = sympify('h2o');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    fac  = sympify('1 - h2o');\n",
-    "    pq   = sympify('q');\n",
-    "    xab  = sympify('fsp*na');\n",
-    "    xksp = sympify('fsp*(1 - na)');\n",
-    "    pan  = sympify('an');\n",
-    "    psil = sympify('1 - q - fsp - an - ol - h2o');\n",
-    "    pol  = sympify('ol');\n",
-    "    xFe  = sympify('xc');\n",
-    "    xMg  = sympify('1 - xc');\n",
-    "    ph2o = sympify('h2o');\n",
-    "\n",
-    "    sf = [fac,pq,xab,xksp,pan,psil,pol,xFe,xMg,ph2o];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12 - 0.4*P\n",
-    "    W[1] = -2 - 0.5*P\n",
-    "    W[2] = 5\n",
-    "    W[3] = 12\n",
-    "    W[4] = 12 - 0.4*P\n",
-    "    W[5] = 14\n",
-    "    W[6] = 17 - 0.5*P\n",
-    "    W[7] = -6 + 3*P\n",
-    "    W[8] = 0\n",
-    "    W[9] = 12\n",
-    "    W[10] = 10\n",
-    "    W[11] = 2\n",
-    "    W[12] = -1.5 - 0.3*P\n",
-    "    W[13] = 0 - 1*P\n",
-    "    W[14] = 12\n",
-    "    W[15] = 12\n",
-    "    W[16] = 12\n",
-    "    W[17] = 9.5 - 0.3*P\n",
-    "    W[18] = 0\n",
-    "    W[19] = 0\n",
-    "    W[20] = 0\n",
-    "    W[21] = 7.5 - 0.5*P\n",
-    "    W[22] = 12\n",
-    "    W[23] = 12\n",
-    "    W[24] = 11\n",
-    "    W[25] = 18\n",
-    "    W[26] = 11 - 0.5*P\n",
-    "    W[27] = 12\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0]  =   sympify('fac*pq');\n",
-    "    idm[1]  =   sympify('fac*xab');\n",
-    "    idm[2]  =   sympify('fac*xksp');\n",
-    "    idm[3]  =   sympify('fac*pan');\n",
-    "    idm[4]  =   sympify('fac*psil');\n",
-    "    idm[5]  =   sympify('fac*pol*xMg**5');\n",
-    "    idm[6]  =   sympify('fac*pol*xFe**5');\n",
-    "    idm[7]  =   sympify('ph2o**2');\n",
-    "\n",
-    "    sym_sf = ['fac', 'pq', 'xab', 'xksp', 'pan', 'psil', 'pol', 'xFe', 'xMg', 'ph2o'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "\n",
-    "    symb    = ['q','fsp','na','an','ol','xc','h2o']\n",
-    "    \n",
-    "    in_var  = ['q','fsp','na','an','ol','xc','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "    in_sf   = ['fac', 'pq', 'xab', 'xksp', 'pan', 'psil', 'pol', 'xFe', 'xMg', 'ph2o'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def pl4tr_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*3\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['ab','san','an']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('ab')\n",
-    "    make[1]   = sympify('san')\n",
-    "    make[2]   = sympify('an')\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1-k-ca');\n",
-    "    p[1] = sympify('ca');\n",
-    "    p[2] = sympify('k');\n",
-    "\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xNaA = sympify('1 - ca - k');\n",
-    "    xCaA =sympify(' ca');\n",
-    "    xKA = sympify('k');\n",
-    "    xAlTB = sympify('1/4 + 1/4*ca');\n",
-    "    xSiTB = sympify('3/4 - 1/4*ca');\n",
-    "    \n",
-    "    sf = [xNaA,xCaA,xKA,xAlTB,xSiTB];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 14.6 - 0.00935*T - 0.04*P\n",
-    "    W[1] = 24.1 - 0.00957*T + 0.338*P\n",
-    "    W[2] = 48.5 - 0.13*P\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0]  =   sympify('1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "    idm[1]  =   sympify('2*xCaA*xAlTB**(1/2)*xSiTB**(1/2)');\n",
-    "    idm[2]  =   sympify('1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "\n",
-    "    sym_sf = ['xNaA','xCaA','xKA','xAlTB','xSiTB'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb    = ['ca','k']\n",
-    "    \n",
-    "    in_var  = ['ca','k','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xNaA','xCaA','xKA','xAlTB','xSiTB'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def bi_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 7\n",
-    "\n",
-    "    W         = [0]*21\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    Range[5]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['phl','annm','obi','east','tbi','fbi','mmbi']\n",
-    "    make      = [0]*n_em \n",
-    "    make[0]   = sympify('phl');\n",
-    "    make[1]   = sympify('ann - 3');\n",
-    "    make[2]   = sympify('1/3* ann + 2/3 *phl - 3');\n",
-    "    make[3]   = sympify('east');\n",
-    "    make[4]   = sympify('phl - br + ru + 55');\n",
-    "    make[5]   = sympify('east - 1/2* gr + 1/2* andr - 3');\n",
-    "    make[6]   = sympify('mnbi - 7.89');\n",
-    "\n",
-    "    p[0] = sympify('1 - f - m - t - xc - y - 2/3*q + f*xc + 3*m*xc + t*xc + xc*y');\n",
-    "    p[1] = sympify('-1/3*q + xc');\n",
-    "    p[2] = sympify('q + (-f)*xc + (-3*m)*xc + (-t)*xc + (-xc)*y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('t');\n",
-    "    p[5] = sympify('f');\n",
-    "    p[6] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgM3  = sympify(' 1 - f - m - t - xc - y - 2/3*q + f*xc + 3*m*xc + t*xc + xc*y');\n",
-    "    xMnM3  = sympify('m');\n",
-    "    xFeM3  = sympify('xc + 2/3*q + (-f)*xc + (-3*m)*xc + (-t)*xc + (-xc)*y');\n",
-    "    xFe3M3 = sympify('f');\n",
-    "    xTiM3  = sympify('t');\n",
-    "    xAlM3  = sympify('y');\n",
-    "    xMgM12 = sympify('1 + 1/3*q - m - xc');\n",
-    "    xMnM12 = sympify('m');\n",
-    "    xFeM12 = sympify('-1/3*q + xc');\n",
-    "    xSiT   = sympify('1/2 - 1/2*f - 1/2*y');\n",
-    "    xAlT   = sympify('1/2 + 1/2*f + 1/2*y');\n",
-    "    xOHV   = sympify('1 - t');\n",
-    "    xOV    = sympify('t');\n",
-    "\n",
-    "    sf = [xMgM3,xMnM3,xFeM3,xFe3M3,xTiM3,xAlM3,xMgM12,xMnM12,xFeM12,xSiT,xAlT,xOHV,xOV];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12\n",
-    "    W[1] = 4\n",
-    "    W[2] = 10\n",
-    "    W[3] = 30\n",
-    "    W[4] = 8\n",
-    "    W[5] = 9\n",
-    "    W[6] = 8\n",
-    "    W[7] = 15\n",
-    "    W[8] = 32\n",
-    "    W[9] = 13.6\n",
-    "    W[10] = 6.3\n",
-    "    W[11] = 7\n",
-    "    W[12] = 24\n",
-    "    W[13] = 5.6\n",
-    "    W[14] = 8.1\n",
-    "    W[15] = 40\n",
-    "    W[16] = 1\n",
-    "    W[17] = 13\n",
-    "    W[18] = 40\n",
-    "    W[19] = 30\n",
-    "    W[20] = 11.6\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('4*xMgM3 *xMgM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "    idm[1] = sympify('4*xFeM3 *xFeM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "    idm[2] = sympify('4*xFeM3 *xMgM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "    idm[3] = sympify('xAlM3 *xMgM12**2 *xAlT**2 *xOHV**2');\n",
-    "    idm[4] = sympify('4*xTiM3 *xMgM12**2 *xSiT *xAlT *xOV**2');\n",
-    "    idm[5] = sympify('xFe3M3 *xMgM12**2 *xAlT**2 *xOHV**2');\n",
-    "    idm[6] = sympify('4*xMnM3 *xMnM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "\n",
-    "\n",
-    "    sym_sf = ['xMgM3','xMnM3','xFeM3','xFe3M3','xTiM3','xAlM3','xMgM12','xMnM12','xFeM12','xSiT','xAlT','xOHV','xOV'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "\n",
-    "    symb    = ['xc','m','y','f','t','q']\n",
-    "    \n",
-    "    in_var  = ['xc','m','y','f','t','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgM3','xMnM3','xFeM3','xFe3M3','xTiM3','xAlM3','xMgM12','xMnM12','xFeM12','xSiT','xAlT','xOHV','xOV'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def g_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1]; \n",
-    "    \n",
-    "    emname    = ['py','alm','spss','gr','kho']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('py')\n",
-    "    make[1]   = sympify('alm')\n",
-    "    make[2]   = sympify('spss')\n",
-    "    make[3]   = sympify('gr')\n",
-    "    make[4]   = sympify('py - gr + andr + 27')\n",
-    "    \n",
-    "    \n",
-    "    p[0] = sympify('1 - m - xc - z + m* xc + xc* z');\n",
-    "    p[1] = sympify('xc + (-m) *xc + (-xc) *z');\n",
-    "    p[2] = sympify('m');\n",
-    "    p[3] = sympify('z');\n",
-    "    p[4] = sympify('f');\n",
-    "\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgX = sympify('1 - f - m - xc - z + m *xc + xc *z');\n",
-    "    xFeX = sympify('xc + (-m) *xc + (-xc) *z');\n",
-    "    xMnX = sympify('m');\n",
-    "    xCaX = sympify('z');\n",
-    "    xAlY = sympify('1 - f');\n",
-    "    xFe3Y = sympify('f');\n",
-    "\n",
-    "    sf = [xMgX,xFeX,xMnX,xCaX,xAlY,xFe3Y];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0]  = 2.5\n",
-    "    W[1] = 2\n",
-    "    W[2] = 31\n",
-    "    W[3] = 5.4\n",
-    "    W[4] = 2\n",
-    "    W[5] = 5\n",
-    "    W[6] = 22.6\n",
-    "    W[7] = 0\n",
-    "    W[8] = 29.4\n",
-    "    W[9] = -15.3\n",
-    "    \n",
-    "    v[0] = 1\n",
-    "    v[1] = 1\n",
-    "    v[2] = 1\n",
-    "    v[3] = 2.7\n",
-    "    v[4] = 1\n",
-    "\n",
-    "    \n",
-    "    idm[0] = sympify('xMgX**3 *xAlY**2');\n",
-    "    idm[1] = sympify('xFeX**3 *xAlY**2');\n",
-    "    idm[2] = sympify('xMnX**3 *xAlY**2');\n",
-    "    idm[3] = sympify('xCaX**3 *xAlY**2');\n",
-    "    idm[4] = sympify('xMgX**3 *xFe3Y**2');\n",
-    "\n",
-    "\n",
-    "    sym_sf = ['xMgX','xFeX','xMnX','xCaX','xAlY','xFe3Y'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "\n",
-    "    symb    = ['xc','z','m','f']\n",
-    "    \n",
-    "    in_var  = ['xc','z','m','f','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgX','xFeX','xMnX','xCaX','xAlY','xFe3Y'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ep_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*3\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,0.5];\n",
-    "    \n",
-    "    emname    = ['cz','ep','fep']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('cz')\n",
-    "    make[1]   = sympify('ep')\n",
-    "    make[2]   = sympify('fep')\n",
-    "\n",
-    "\n",
-    "    p[0] = sympify(' 1 - f - q');\n",
-    "    p[1] = sympify(' 2*q');\n",
-    "    p[2] = sympify(' f - q');\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeM1 = sympify('f - q');\n",
-    "    xAlM1 = sympify('1 - f + q');\n",
-    "    xFeM3 = sympify('f + q');\n",
-    "    xAlM3 = sympify('1 - f - q');\n",
-    "    \n",
-    "    sf = [xFeM1,xAlM1,xFeM3,xAlM3];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 1\n",
-    "    W[1] = 3\n",
-    "    W[2] = 1\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('xAlM1 *xAlM3');\n",
-    "    idm[1] = sympify('xAlM1 *xFeM3');\n",
-    "    idm[2] = sympify('xFeM1 *xFeM3');\n",
-    "\n",
-    "    sym_sf = ['xFeM1','xAlM1','xFeM3','xAlM3'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb    = ['f','q']\n",
-    "    \n",
-    "    in_var  = ['f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xFeM1','xAlM1','xFeM3','xAlM3'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ma_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['mut','celt','fcelt','pat','ma','fmu']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mu + 1')\n",
-    "    make[1]   = sympify('cel + 5')\n",
-    "    make[2]   = sympify('fcel + 5')\n",
-    "    make[3]   = sympify('pa + 4')\n",
-    "    make[4]   = sympify('ma')\n",
-    "    make[5]   = sympify('mu - 1/2 *gr + 1/2 *andr + 25')\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1 - xc - y + xc *y');\n",
-    "    p[2] = sympify('xc + (-xc) *y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xKA     = sympify('1 - c - n');\n",
-    "    xNaA    = sympify(' n');\n",
-    "    xCaA    = sympify('c');\n",
-    "    xMgM2A  = sympify('1 - xc - y + xc *y');\n",
-    "    xFeM2A  = sympify('xc + (-xc) *y');\n",
-    "    xAlM2A  = sympify('y');\n",
-    "    xAlM2B  = sympify('1 - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1   = sympify('1 - 1/2 *c - 1/2 *y');\n",
-    "    xAlT1   = sympify('1/2 *c + 1/2 *y');\n",
-    "\n",
-    "    sf = [xKA,xNaA,xCaA,xMgM2A,xFeM2A,xAlM2A,xAlM2B,xFe3M2B,xSiT1,xAlT1];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0 + 0.2 *P\n",
-    "    W[1] = 0 + 0.2 *P\n",
-    "    W[2] = 10.12 + 0.0034 *T + 0.353 *P\n",
-    "    W[3] = 34\n",
-    "    W[4] = 0\n",
-    "    W[5] = 0\n",
-    "    W[6] = 45 + 0.25 *P\n",
-    "    W[7] = 50\n",
-    "    W[8] = 0\n",
-    "    W[9] = 45 + 0.25 *P\n",
-    "    W[10] = 50\n",
-    "    W[11] = 0\n",
-    "    W[12] = 18\n",
-    "    W[13] = 30\n",
-    "    W[14] = 35\n",
-    "\n",
-    "    v[0] = 0.63\n",
-    "    v[1] = 0.63\n",
-    "    v[2] = 0.63\n",
-    "    v[3] = 0.37\n",
-    "    v[4] = 0.63\n",
-    "    v[5] = 0.63\n",
-    "\n",
-    "    idm[0]  = sympify('4*xKA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[1]  = sympify('xKA *xMgM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[2]  = sympify('xKA *xFeM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[3]  = sympify('4*xNaA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[4]  = sympify('xCaA *xAlM2A *xAlM2B *xAlT1**2');\n",
-    "    idm[5]  = sympify('4*xKA *xAlM2A *xFe3M2B *xSiT1 *xAlT1');\n",
-    "\n",
-    "    sym_sf = ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    symb    = ['xc','y','f','n','c']\n",
-    "    \n",
-    "    in_var  = ['xc','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def mu_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['mut','cel','fcel','pat','ma','fmu']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mu')\n",
-    "    make[1]   = sympify('cel')\n",
-    "    make[2]   = sympify('fcel')\n",
-    "    make[3]   = sympify('pa')\n",
-    "    make[4]   = sympify('ma + 5')\n",
-    "    make[5]   = sympify('1/2 *andr - 1/2 *gr + mu + 25')\n",
-    "\n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1 - xc - y + xc *y');\n",
-    "    p[2] = sympify('xc + (-xc) *y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xKA = sympify('1 - c - n');\n",
-    "    xNaA =sympify(' n');\n",
-    "    xCaA = sympify('c');\n",
-    "    xMgM2A = sympify('1 - xc - y + xc* y');\n",
-    "    xFeM2A = sympify('xc + (-xc) *y');\n",
-    "    xAlM2A = sympify('y');\n",
-    "    xAlM2B = sympify('1 - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1 = sympify('1 - 1/2 *c - 1/2 *y');\n",
-    "    xAlT1 = sympify('1/2 *c + 1/2 *y');\n",
-    "\n",
-    "\n",
-    "    sf = [xKA,xNaA,xCaA,xMgM2A,xFeM2A,xAlM2A,xAlM2B,xFe3M2B,xSiT1,xAlT1];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0 + 0.2 *P\n",
-    "    W[1] = 0 + 0.2 *P\n",
-    "    W[2] = 10.12 + 0.0034 *T + 0.353 *P\n",
-    "    W[3] = 35\n",
-    "    W[4] = 0\n",
-    "    W[5] = 0\n",
-    "    W[6] = 45 + 0.25 *P\n",
-    "    W[7] = 50\n",
-    "    W[8] = 0\n",
-    "    W[9] = 45 + 0.25 *P\n",
-    "    W[10] = 50\n",
-    "    W[11] = 0\n",
-    "    W[12] = 15\n",
-    "    W[13] = 30\n",
-    "    W[14] = 35\n",
-    "\n",
-    "    v[0] = 0.63\n",
-    "    v[1] = 0.63\n",
-    "    v[2] = 0.63\n",
-    "    v[3] = 0.37\n",
-    "    v[4] = 0.63\n",
-    "    v[5] = 0.63\n",
-    "\n",
-    "    idm[0]  = sympify('4*xKA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[1]  = sympify('xKA *xMgM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[2]  = sympify('xKA *xFeM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[3]  = sympify('4*xNaA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[4]  = sympify('xCaA *xAlM2A *xAlM2B *xAlT1**2');\n",
-    "    idm[5]  = sympify('4*xKA *xAlM2A *xFe3M2B *xSiT1 *xAlT1');\n",
-    "\n",
-    "    sym_sf = ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    symb    = ['xc','y','f','n','c']\n",
-    "    \n",
-    "    in_var  = ['xc','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def opx_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 7\n",
-    "\n",
-    "    W         = [0]*21\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range     = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    Range[5]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['en','fs','fm','mgts','fopx','mnopx','odi']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('en')\n",
-    "    make[1]   = sympify('fs')\n",
-    "    make[2]   = sympify('1/2 *en + 1/2 *fs - 6.6')\n",
-    "    make[3]   = sympify('mgts')\n",
-    "    make[4]   = sympify('mgts - 1/2* gr + 1/2 *andr + 2')\n",
-    "    make[5]   = sympify('2* pxmn + 6.68')\n",
-    "    make[6]   = sympify('di - 0.1 + 0.000211 *T + 0.005 *P')\n",
-    "\n",
-    "    p[0] = sympify('1 - 1/2* q - c - f - m - xc - y + 1/2 *c* q + 1/2 *m *q + c* xc + m *xc');\n",
-    "    p[1] = sympify('-1/2* q + xc + 1/2 *c* q + 1/2* m *q + (-f)* xc + (-m)* xc + (-xc) *y');\n",
-    "    p[2] = sympify('q + (-c) *q + (-m) *q + (-c) *xc + f* xc + xc* y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('f');\n",
-    "    p[5] = sympify('m');\n",
-    "    p[6] = sympify('c');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 + 1/2 *q - f - m - xc - y + (-1/2 *c) *q + (-1/2 *m)* q + f *xc + m*xc + xc *y');\n",
-    "    xFeM1 = sympify('-1/2* q + xc + 1/2* c *q + 1/2* m *q + (-f)* xc + (-m)* xc + (-xc)*y');\n",
-    "    xMnM1 = sympify('m');\n",
-    "    xFe3M1= sympify('f');\n",
-    "    xAlM1 = sympify('y');\n",
-    "    xMgM2 = sympify('1 - 1/2 *q - c - m - xc + 1/2 *c* q + 1/2 *m *q + c* xc + m*xc');\n",
-    "    xFeM2 = sympify('1/2*q + xc + (-1/2 *c) *q + (-1/2 *m)* q + (-c) *xc + (-m)*xc');\n",
-    "    xMnM2 = sympify('m');\n",
-    "    xCaM2 = sympify('c');\n",
-    "    xSiT  = sympify('1 - 1/2* f - 1/2 *y');\n",
-    "    xAlT  = sympify('1/2 *f + 1/2* y');\n",
-    "    sf    = [xMgM1,xFeM1,xMnM1,xFe3M1,xAlM1,xMgM2,xFeM2,xMnM2,xCaM2,xAlT,xSiT];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 7\n",
-    "    W[0] = 4\n",
-    "    W[0] = 13 - 0.15 *P\n",
-    "    W[0] = 11 - 0.15* P\n",
-    "    W[0] = 5\n",
-    "    W[0] = 32.2 + 0.12 *P\n",
-    "    W[0] = 4\n",
-    "    W[0] = 13 - 0.15 *P\n",
-    "    W[0] = 11.6 - 0.15 *P\n",
-    "    W[0] = 4.2\n",
-    "    W[0] = 25.54 + 0.084* P\n",
-    "    W[0] = 17 - 0.15* P\n",
-    "    W[0] = 15 - 0.15 *P\n",
-    "    W[0] = 5.1\n",
-    "    W[0] = 22.54 + 0.084 *P\n",
-    "    W[0] = 1\n",
-    "    W[0] = 12 - 0.15 *P\n",
-    "    W[0] = 75.4 - 0.94 *P\n",
-    "    W[0] = 10.6 - 0.15 *P\n",
-    "    W[0] = 73.4 - 0.94 *P\n",
-    "    W[0] = 24.54 + 0.084* P\n",
-    "\n",
-    "    v[0] = 1\n",
-    "    v[1] = 1\n",
-    "    v[2] = 1\n",
-    "    v[3] = 1\n",
-    "    v[4] = 1\n",
-    "    v[5] = 1\n",
-    "    v[6] = 1.2\n",
-    "\n",
-    "    idm[0] = sympify('xMgM1 *xMgM2 *xSiT**(1/2)');\n",
-    "    idm[1] = sympify('xFeM1 *xFeM2 *xSiT**(1/2)');\n",
-    "    idm[2] = sympify('xMgM1 *xFeM2 *xSiT**(1/2)');\n",
-    "    idm[3] = sympify('1.4142 *xAlM1 *xMgM2 *xAlT**(1/4) *xSiT**(1/4)');\n",
-    "    idm[4] = sympify('1.4142 *xFe3M1 *xMgM2* xAlT**(1/4) *xSiT**(1/4)');\n",
-    "    idm[5] = sympify('xMnM1 *xMnM2 *xSiT**(1/2)');\n",
-    "    idm[6] = sympify('xMgM1 *xCaM2 *xSiT**(1/2)');\n",
-    "\n",
-    "    sym_sf = ['xMgM1','xFeM1','xMnM1','xFe3M1','xAlM1','xMgM2','xFeM2','xMnM2','xCaM2','xAlT','xSiT'];\n",
-    "  \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    \n",
-    "    symb    = ['xc','m','y','f','c','q']\n",
-    "    \n",
-    "    in_var  = ['xc','m','y','f','c','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgM1','xFeM1','xMnM1','xFe3M1','xAlM1','xMgM2','xFeM2','xMnM2','xCaM2','xAlT','xSiT'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def sa_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [-1,1];\n",
-    "    \n",
-    "    emname    = ['spr4','spr5','fspm','spro','ospr']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('spr4');\n",
-    "    make[1]   = sympify('spr5');\n",
-    "    make[2]   = sympify('fspr - 2');\n",
-    "    make[3]   = sympify('3/4 *fspr + 1/4 *spr4 - 3.5');\n",
-    "    make[4]   = sympify('1/2 *andr - 1/2 *gr + spr5 - 16');\n",
-    "    \n",
-    "    p[0] = sympify('1 - 1/4 *q - f - xc - y');\n",
-    "    p[1] = sympify('y');\n",
-    "    p[2] = sympify('xc - 3/4* q + (-f) *xc + (-xc)* y');\n",
-    "    p[3] = sympify('q + f *xc + xc *y');\n",
-    "    p[4] = sympify('f');\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM3   = sympify('1 - f - xc - y + 3/4 *q + f *xc + xc *y');\n",
-    "    xFeM3   = sympify('xc - 3/4* q + (-f)* xc + (-xc)* y');\n",
-    "    xFe3M3  = sympify('f');\n",
-    "    xAlM3   = sympify('y');\n",
-    "    xMgM456 = sympify('1 - 1/4* q - xc');\n",
-    "    xFeM456 = sympify('1/4 *q + xc');\n",
-    "    xSiT    = sympify('1 - f - y');\n",
-    "    xAlT    = sympify('f + y');\n",
-    "\n",
-    "\n",
-    "    sf = [xMgM3,xFeM3,xFe3M3,xAlM3,xMgM456,xFeM456,xSiT,xAlT];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 10 - 0.02 *P\n",
-    "    W[1] = 16\n",
-    "    W[2] = 12\n",
-    "    W[3] = 8 - 0.02 *P\n",
-    "    W[4] = 19 - 0.02 *P\n",
-    "    W[5] = 22 - 0.02 *P\n",
-    "    W[6] = 1\n",
-    "    W[7] = 4\n",
-    "    W[8] = 17.6 - 0.02 *P\n",
-    "    W[9] = 20 - 0.02 *P\n",
-    "\n",
-    "    v = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xMgM1 *xMgM2 *xSiT**(1/2)');\n",
-    "    idm[1] = sympify('xFeM1 *xFeM2 *xSiT**(1/2)');\n",
-    "    idm[2] = sympify('xMgM1 *xFeM2 *xSiT**(1/2)');\n",
-    "    idm[3] = sympify('1.4142 *xAlM1 *xMgM2 *xAlT**(1/4) *xSiT**(1/4)');\n",
-    "    idm[4] = sympify('1.4142 *xFe3M1 *xMgM2* xAlT**(1/4) *xSiT**(1/4)');\n",
-    "\n",
-    "    sym_sf = ['xMgM3','xFeM3','xFe3M3','xAlM3','xMgM456','xFeM456','xSiT','xAlT'];\n",
-    "  \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "\n",
-    "    symb    = ['xc','y','f','q']\n",
-    "    \n",
-    "    in_var  = ['xc','y','f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgM3','xFeM3','xFe3M3','xAlM3','xMgM456','xFeM456','xSiT','xAlT'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def cd_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range     = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['crd','fcrd','hcrd','mncd']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('crd');\n",
-    "    make[1]   = sympify('fcrd');\n",
-    "    make[2]   = sympify('hcrd');\n",
-    "    make[3]   = sympify('e_mncrd - 4.21');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - h - m - xc + m* xc');\n",
-    "    p[1] = sympify('xc + (-m) *xc');\n",
-    "    p[2] = sympify('h');\n",
-    "    p[3] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xFeX  = sympify('xc');\n",
-    "    xMgX  = sympify('1 - xc');\n",
-    "    xMnX  = sympify('m');\n",
-    "    xH2OH = sympify('h');\n",
-    "    xvH   = sympify('1 - h');\n",
-    "    \n",
-    "    sf = [xFeX,xMgX,xMnX,xH2OH,xvH];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 8\n",
-    "    W[1] = 0\n",
-    "    W[2] = 6\n",
-    "    W[3] = 9\n",
-    "    W[4] = 7\n",
-    "    W[5] = 6\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('xMgX**2 *xvH');\n",
-    "    idm[1] = sympify('xFeX**2 *xvH');\n",
-    "    idm[2] = sympify('xMgX**2 *xH2OH');\n",
-    "    idm[3] = sympify('xMnX**2 *xvH');\n",
-    "    \n",
-    "    sym_sf = ['xFeX','xMgX','xMnX','xH2OH','xvH'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    \n",
-    "    symb    = ['xc','m','h']\n",
-    "    \n",
-    "    in_var  = ['xc','m','h','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "    in_sf   = ['xFeX','xMgX','xMnX','xH2OH','xvH'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def st_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1]; \n",
-    "    \n",
-    "    emname    = ['mstm','fst','mnstm','msto','mstt']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mst - 8');\n",
-    "    make[1]   = sympify('fst');\n",
-    "    make[2]   = sympify('mnst - 0.19');\n",
-    "    make[3]   = sympify('mst - gr + andr + 9');\n",
-    "    make[4]   = sympify('mst - cor + 3/2 *ru + 13');\n",
-    "    \n",
-    "    p[0] = sympify('1 - f - m - xc - 4/3* t + m *xc');\n",
-    "    p[1] = sympify('xc + (-m)* xc');\n",
-    "    p[2] = sympify('m');\n",
-    "    p[3] = sympify('f');\n",
-    "    p[4] = sympify('4/3* t');\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgX = sympify('1 - m - xc + m *xc');\n",
-    "    xFeX = sympify('xc + (-m)* xc');\n",
-    "    xMnX = sympify('m');\n",
-    "    xAlY = sympify('1 - f - 4/3* t');\n",
-    "    xFe3Y= sympify('f');\n",
-    "    xTiY = sympify('t');\n",
-    "    xvY  = sympify('1/3 *t');\n",
-    "\n",
-    "    sf    = [xMgX,xFeX,xMnX,xAlY,xFe3Y,xTiY,xvY];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 16\n",
-    "    W[1] = 12\n",
-    "    W[2] = 2\n",
-    "    W[3] = 20\n",
-    "    W[4] = 8\n",
-    "    W[5] = 18\n",
-    "    W[6] = 36\n",
-    "    W[7] = 14\n",
-    "    W[8] = 32\n",
-    "    W[9] = 30\n",
-    "    v    = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xMgX**4 *xAlY**2');\n",
-    "    idm[1] = sympify('xFeX**4 *xAlY**2');\n",
-    "    idm[2] = sympify('xMnX**4 *xAlY**2');\n",
-    "    idm[3] = sympify('xMgX**4* xFe3Y**2');\n",
-    "    idm[4] = sympify('3.0792 *xMgX**4 *xTiY**(3/2) *xvY**(1/2)');\n",
-    "\n",
-    "    sym_sf = ['xMgX','xFeX','xMnX','xAlY','xFe3Y','xTiY','xvY'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    \n",
-    "    symb    = ['xc','m','f','t']\n",
-    "    \n",
-    "    in_var  = ['xc','m','f','t','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   = ['xMgX','xFeX','xMnX','xAlY','xFe3Y','xTiY','xvY'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def chl_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [-1,1];\n",
-    "    Range[5]  = [-1,1];\n",
-    "    Range[6]  = [-1,1];\n",
-    "    \n",
-    "    emname    = ['clin','afchl','ames','daph','ochl1','ochl4','f3clin','mmchl']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('clin');\n",
-    "    make[1]   = sympify('afchl');\n",
-    "    make[2]   = sympify('ames');\n",
-    "    make[3]   = sympify('daph');\n",
-    "    make[4]   = sympify('afchl - clin + daph + 3');\n",
-    "    make[5]   = sympify('afchl - 1/5 *clin + 1/5* daph + 2.4');\n",
-    "    make[6]   = sympify('clin - 1/2* gr + 1/2 *andr + 2');\n",
-    "    make[7]   = sympify('mnchl - 5.67');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-1/4 *q1 - m *+ 2*qal - 5/4 *q4 + 1/4 *m *q1 + 5/4* f *q4 + (-1/4 *q1)* qal + 5/4 *q4 *qal + (-f) *xc + m* xc + (-qal)* xc + 1/4 *q1 *y + 5/4* q4* y + (-xc)* y');\n",
-    "    p[1] = sympify('1 - f - qal - y - 2*xc + 5/4 *q1 + 9/4 *q4 + (-5/4 *m)* q1 + (-9/4* f) *q4 + 5/4 *q1* qal + (-9/4 *q4)* qal + 2*f* xc + qal* xc + (-5/4* q1) *y + (-9/4 *q4)* y + 3*xc *y');\n",
-    "    p[2] = sympify('-qal + y');\n",
-    "    p[3] = sympify('1/4 *q1 + 5/4 *q4 + (-1/4 *m) *q1 + (-5/4* f) *q4 + 1/4* q1* qal + (-5/4 *q4)* qal + f* xc + (-m)* xc + qal* xc + (-1/4* q1)* y + (-5/4 *q4)* y + xc *y');\n",
-    "    p[4] = sympify('-q4 + xc + f *q4 + q4 *qal + (-f) *xc + (-qal)* xc + q4 *y + (-xc)* y');\n",
-    "    p[5] = sympify('xc - 5/4 *q1 - 5/4 *q4 + 5/4* m *q1 + 5/4* f *q4 + (-5/4 *q1)* qal + 5/4 *q4 *qal + (-f)* xc + 5/4* q1* y + 5/4 *q4 *y + (-2*xc) *y');\n",
-    "    p[6] = sympify('f');\n",
-    "    p[7] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 - m + q1 + qal - xc - y + (-m)* q1 + q1 *qal + m *xc + (-qal)*xc + (-q1) *y + xc* y');\n",
-    "    xMnM1 = sympify('m');\n",
-    "    xFeM1 = sympify('-q1 + xc + m* q1 + (-q1)* qal + (-m)* xc + qal* xc + q1 *y + (-xc)* y');\n",
-    "    xAlM1 = sympify('-qal + y');\n",
-    "    xMgM23 = sympify('1 - 1/4 *q1 - 1/4* q4 - m - xc + 1/4 *m *q1 + 1/4 *f *q4 + (-1/4 *q1) *qal + 1/4 *q4 *qal + m *xc + 1/4 *q1* y + 1/4 *q4* y');\n",
-    "    xMnM23 = sympify('m');\n",
-    "    xFeM23 = sympify('1/4* q1 + 1/4 *q4 + xc + (-1/4* m)* q1 + (-1/4 *f) *q4 + 1/4 *q1* qal + (-1/4 *q4)* qal + (-m)* xc + (-1/4 *q1)* y + (-1/4* q4)* y');\n",
-    "    xMgM4 = sympify('1 - f + q4 - qal - xc - y + (-f)* q4 + (-q4) *qal + f *xc + qal *xc + (-q4)* y + xc *y');\n",
-    "    xFeM4 = sympify('-q4 + xc + f* q4 + q4* qal + (-f) *xc + (-qal)* xc + q4* y + (-xc)* y');\n",
-    "    xFe3M4 = sympify('f');\n",
-    "    xAlM4 = sympify('qal + y');\n",
-    "    xSiT2 = sympify('1 - 1/2 *f - y');\n",
-    "    xAlT2 = sympify('1/2* f + y');\n",
-    "    \n",
-    "    \n",
-    "    sf = [xMgM1,xMnM1,xFeM1,xAlM1,xMgM23,xMnM23,xFeM23,xMgM4,xFeM4,xFe3M4,xAlM4,xSiT2,xAlT2];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 17\n",
-    "    W[1] = 17\n",
-    "    W[2] = 20\n",
-    "    W[3] = 30\n",
-    "    W[4] = 21\n",
-    "    W[5] = 2\n",
-    "    W[6] = 6\n",
-    "    W[7] = 16\n",
-    "    W[8] = 37\n",
-    "    W[9] = 20\n",
-    "    W[10] = 4\n",
-    "    W[11] = 15\n",
-    "    W[12] = 23\n",
-    "    W[13] = 30\n",
-    "    W[14] = 29\n",
-    "    W[15] = 13\n",
-    "    W[16] = 19\n",
-    "    W[17] = 17\n",
-    "    W[18] = 18\n",
-    "    W[19] = 33\n",
-    "    W[20] = 22\n",
-    "    W[21] = 4\n",
-    "    W[22] = 24\n",
-    "    W[23] = 28.6\n",
-    "    W[24] = 19\n",
-    "    W[25] = 19\n",
-    "    W[26] = 22\n",
-    "    W[27] = 8\n",
-    "\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('4*xMgM1 *xMgM23**4 *xAlM4 *xSiT2 *xAlT2');\n",
-    "    idm[1] = sympify('xMgM1 *xMgM23**4 *xMgM4 *xSiT2**2');\n",
-    "    idm[2] = sympify('xAlM1 *xMgM23**4 *xAlM4 *xAlT2**2');\n",
-    "    idm[3] = sympify('4*xFeM1 *xFeM23**4 *xAlM4* xSiT2 *xAlT2');\n",
-    "    idm[4] = sympify('xMgM1 *xFeM23**4 *xFeM4 *xSiT2**2');\n",
-    "    idm[5] = sympify('xFeM1 *xMgM23**4 *xMgM4 *xSiT2**2');\n",
-    "    idm[6] = sympify('4*xMgM1 *xMgM23**4 *xFe3M4 *xSiT2 *xAlT2');\n",
-    "    idm[7] = sympify('4*xMnM1 *xMnM23**4 *xAlM4* xSiT2* xAlT2');\n",
-    "    \n",
-    "    sym_sf = ['xMgM1','xMnM1','xFeM1','xAlM1','xMgM23','xMnM23','xFeM23','xMgM4','xFeM4','xFe3M4','xAlM4','xSiT2','xAlT2'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "\n",
-    "    symb    = ['xc','y','f','m','qal','q1','q4']\n",
-    "    \n",
-    "    in_var  = ['xc','y','f','m','qal','q1','q4','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "    \n",
-    "    in_sf   = ['xMgM1','xMnM1','xFeM1','xAlM1','xMgM23','xMnM23','xFeM23','xMgM4','xFeM4','xFe3M4','xAlM4','xSiT2','xAlT2'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ctd_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range     = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['mctd','fctd','mnct','ctdo']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mctd');\n",
-    "    make[1]   = sympify('fctd');\n",
-    "    make[2]   = sympify('mnctd + 0.66');\n",
-    "    make[3]   = sympify('mctd + 1/4 *andr - 1/4 *gr + 13.5');\n",
-    "    \n",
-    "    p[0] = sympify('1 - f - m - xc + m *xc');\n",
-    "    p[1] = sympify('xc + (-m) *xc');\n",
-    "    p[2] = sympify('m');\n",
-    "    p[3] = sympify('f');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xAlM1A = sympify('1 - f');\n",
-    "    xFe3M1A = sympify('f');\n",
-    "    xFeM1B = sympify('xc + (-m) *xc');\n",
-    "    xMgM1B = sympify('1 - m - xc + m *xc');\n",
-    "    xMnM1B = sympify('m');\n",
-    "\n",
-    "    sf = [xAlM1A,xFe3M1A,xFeM1B,xMgM1B,xMnM1B];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 4\n",
-    "    W[1] = 3\n",
-    "    W[2] = 1\n",
-    "    W[3] = 3\n",
-    "    W[4] = 5\n",
-    "    W[5] = 4\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('xAlM1A**(1/2) *xMgM1B');\n",
-    "    idm[1] = sympify('xAlM1A**(1/2)* xFeM1B');\n",
-    "    idm[2] = sympify('xAlM1A**(1/2) *xMnM1B');\n",
-    "    idm[3] = sympify('xFe3M1A**(1/2)* xMgM1B');\n",
-    "    \n",
-    "    sym_sf = ['xAlM1A','xFe3M1A','xFeM1B','xMgM1B','xMnM1B'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    \n",
-    "    symb    = ['xc','m','f']\n",
-    "    \n",
-    "    in_var  = ['xc','m','f','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "    in_sf   = ['xAlM1A','xFe3M1A','xFeM1B','xMgM1B','xMnM1B'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def sp_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    \n",
-    "    emname    = ['herc','sp','mt','usp']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('herc');\n",
-    "    make[1]   = sympify('sp');\n",
-    "    make[2]   = sympify('mt');\n",
-    "    make[3]   = sympify('usp');\n",
-    "    \n",
-    "    p[0]  = sympify('y + (-1 + xc) *(1 + z)');\n",
-    "    p[1]  = sympify('(1 - xc)* (1 + z)');\n",
-    "    p[2]  = sympify('1 - y - z');\n",
-    "    p[3]  = sympify('z');\n",
-    "\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xAl = sympify('y');\n",
-    "    xFe3 = sympify('1 - y - z');\n",
-    "    xTi = sympify('z');\n",
-    "    xMg = sympify('1 - xc');\n",
-    "    xFe2 = sympify('xc');\n",
-    "\n",
-    "    sf    = [xAl,xFe3,xTi,xMg,xFe2];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 16\n",
-    "    W[1] = 2\n",
-    "    W[2] = 20\n",
-    "    W[3] = 18\n",
-    "    W[4] = 36\n",
-    "    W[5] = 30\n",
-    "    v    = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xAl *xFe2');\n",
-    "    idm[1] = sympify('xAl *xMg');\n",
-    "    idm[2] = sympify('xFe3 *xFe2');\n",
-    "    idm[3] = sympify('xTi *xFe2');\n",
-    "\n",
-    "\n",
-    "    sym_sf = ['xAl','xFe3','xTi','xMg','xFe2'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "\n",
-    "    symb    = ['xc','y','z']\n",
-    "    \n",
-    "    in_var  = ['xc','y','z','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "    \n",
-    "    in_sf   = ['xAl','xFe3','xTi','xMg','xFe2'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ilm_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [-1,1];\n",
-    "    \n",
-    "    emname    = ['oilm','dilm','dhem','geik','pnt']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('d_ilm - 13.6075 + 0.009426 *T');\n",
-    "    make[1]   = sympify('d_ilm + 1.9928 - 0.0021 *T');\n",
-    "    make[2]   = sympify('d_hem');\n",
-    "    make[3]   = sympify('geik');\n",
-    "    make[4]   = sympify('pnt');\n",
-    "\n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('-g + i - m - q');\n",
-    "    p[2] = sympify('1 - i');\n",
-    "    p[3] = sympify('g');\n",
-    "    p[4] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xFeA = sympify('-1/2 *g + 1/2 *i - 1/2 *m + 1/2* q');\n",
-    "    xTiA = sympify('-1/2 *g + 1/2 *i - 1/2 *m - 1/2 *q');\n",
-    "    xMgA = sympify('g');\n",
-    "    xMnA = sympify('m');\n",
-    "    xFe3A = sympify('1 - i');\n",
-    "    xFeB = sympify('-1/2 *g + 1/2 *i - 1/2 *m - 1/2 *q');\n",
-    "    xTiB = sympify('1/2 *g + 1/2 *i + 1/2* m + 1/2 *q');\n",
-    "    xFe3B = sympify('1 - i');\n",
-    "\n",
-    "    sf    = [xFeA,xTiA,xMgA,xMnA,xFe3A,xFeB,xTiB,xFe3B];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 15.6\n",
-    "    W[1] = 26.6\n",
-    "    W[2] = 4\n",
-    "    W[3] = 2\n",
-    "    W[4] = 11\n",
-    "    W[5] = 4\n",
-    "    W[6] = 2\n",
-    "    W[7] = 36\n",
-    "    W[8] = 25\n",
-    "    W[9] = 4\n",
-    "    v    = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xFeA *xTiB');\n",
-    "    idm[1] = sympify('4*xFeA**(1/2) *xTiA**(1/2)* xFeB**(1/2)* xTiB**(1/2)');\n",
-    "    idm[2] = sympify('xFe3A *xFe3B');\n",
-    "    idm[3] = sympify('xMgA* xTiB');\n",
-    "    idm[4] = sympify('xMnA* xTiB');\n",
-    "    \n",
-    "    sym_sf = ['xFeA','xTiA','xMgA','xMnA','xFe3A','xFeB','xTiB','xFe3B'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "\n",
-    "    symb    = ['i','g','m','q']\n",
-    "    \n",
-    "    in_var  = ['i','g','m','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   = ['xFeA','xTiA','xMgA','xMnA','xFe3A','xFeB','xTiB','xFe3B'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def mt_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*3\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['imt','dmt','usp']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('d_mt - 1.8595 + 0.003166 *T');\n",
-    "    make[1]   = sympify('d_mt + 1.3305 - 0.001184 *T');\n",
-    "    make[2]   = sympify('usp');\n",
-    "\n",
-    "\n",
-    "    p[0] = sympify('-2*xc + 3*q');\n",
-    "    p[1] = sympify('3*xc - 3*q');\n",
-    "    p[2] = sympify('1 - xc');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xTiM  = sympify('1/2 - 1/2 *xc');\n",
-    "    xFe3M = sympify('xc - 1/2 *q');\n",
-    "    xFeM  = sympify('1/2 - 1/2 *xc + 1/2* q');\n",
-    "    xFe3T = sympify(' q');\n",
-    "    xFeT  = sympify('1 - q');\n",
-    "    \n",
-    "    sf = [xTiM,xFe3M,xFeM,xFe3T,xFeT];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 2.4\n",
-    "    W[1] = 1\n",
-    "    W[2] = -5\n",
-    "    v    = 0.\n",
-    "\n",
-    "    idm[0] = sympify('4*xFe3M *xFeM *xFe3T');\n",
-    "    idm[1] = sympify('27/4*xFe3M**(4/3) *xFeM**(2/3) *xFe3T**(2/3) *xFeT**(1/3)');\n",
-    "    idm[2] = sympify('4*xTiM *xFeM *xFeT');\n",
-    "\n",
-    "    sym_sf =  ['xTiM','xFe3M','xFeM','xFe3T','xFeT'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb    = ['xc','q']\n",
-    "    \n",
-    "    in_var  = ['xc','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xTiM','xFe3M','xFeM','xFe3T','xFeT'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "op = ''"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 253,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# CHOOSE PHASE\n",
-    "# bi g ep pl4T mu ol cd opx cpx spn hb liq fl ilm ilm_TJBH_2019\n",
-    "ss = 'liq_mp'\n",
-    "\n",
-    "# output\n",
-    "db0  = ss[-2:];\n",
-    "ss0  = ss[:-3];\n",
-    "\n",
-    "name = ss+'()'\n",
-    "sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname  = eval(name)\n",
-    "\n",
-    "calc_hes = 0;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 254,
-   "metadata": {
-    "code_folding": [
-     0,
-     16
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# CALCULATE f0, jac and Hessian\n",
-    "R   = sympify(\"R\");\n",
-    "T   = sympify(\"T\");\n",
-    "eps = sympify(\"eps\");\n",
-    "\n",
-    "phi_p           = np.identity(n_em);\n",
-    "mu_Gex          = [0]*n_em;\n",
-    "mat_muMix       = [0]*n_em;\n",
-    "mu_Total        = [0]*n_em;\n",
-    "mat_phi         = [0]*n_em;\n",
-    "Gsol            = 0;\n",
-    "total_chem_comp = 0;\n",
-    "\n",
-    "#declare mu0[ii] and p[ii] again here\n",
-    "muzx  = [0]*n_em\n",
-    "px    = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    px[ii]    = sympify('p'+str(ii))\n",
-    "    muzx[ii]  = sympify('muz'+str(ii))\n",
-    "\n",
-    "if symmetry == 0:\n",
-    "    # Third step\n",
-    "    dp_dx = [[0] * (n_em-1) for i in range(n_em)]\n",
-    "    for ii in range(0,n_em):\n",
-    "        for jj in range(0,n_em-1):\n",
-    "            dp_dx[ii][jj] = diff(p[ii],sym_list[jj]) \n",
-    "            \n",
-    "    # Second step            \n",
-    "    pfrac = p        \n",
-    "    p  = [0]*n_em\n",
-    "    px = [0]*n_em\n",
-    "    for ii in range(0,n_em):\n",
-    "        p[ii]  = sympify('p'+str(ii))\n",
-    "        px[ii] = sympify('p'+str(ii))\n",
-    "        \n",
-    "    sum_v   = sum(np.multiply(p,v)) \n",
-    "    mat_phi = np.multiply(p,v)/(sum_v)\n",
-    "    mat_phix= nsimplify(mat_phi,tolerance=10**-12)\n",
-    "\n",
-    "    mat_phi = [0]*n_em\n",
-    "    for ii in range(0,n_em):\n",
-    "        mat_phi[ii] = sympify('mat_phi'+str(ii))\n",
-    "\n",
-    "    for ii in range(0,n_em):\n",
-    "        mu = 0;\n",
-    "        it = 0;\n",
-    "        for jj in range (0,n_em-1):\n",
-    "            for kk in range(jj+1,n_em):\n",
-    "                mu = mu - (phi_p[ii][jj] - mat_phi[jj])*(phi_p[ii][kk]-mat_phi[kk])*(W[it]*2*v[ii]/(v[jj]+v[kk]) );\n",
-    "                it = it + 1;\n",
-    "        if len(W) != it:\n",
-    "            display(\"Something is wrong with the mu model\")\n",
-    "            \n",
-    "        mu_Gex[ii]      = nsimplify(mu,tolerance=10**-12); \n",
-    "\n",
-    "if symmetry == 1:\n",
-    "    mat_phix = []\n",
-    "    \n",
-    "    # Third step\n",
-    "    dp_dx = [[0] * (n_em-1) for i in range(n_em)]\n",
-    "    for ii in range(0,n_em):\n",
-    "        for jj in range(0,n_em-1):\n",
-    "            dp_dx[ii][jj] = diff(p[ii],sym_list[jj]) \n",
-    "\n",
-    "    pfrac = p       \n",
-    "    p  = [0]*n_em\n",
-    "    px = [0]*n_em\n",
-    "    \n",
-    "    for ii in range(0,n_em):\n",
-    "        p[ii]  = sympify('p'+str(ii))\n",
-    "        px[ii] = sympify('p'+str(ii))\n",
-    "        \n",
-    "    for ii in range(0,n_em):\n",
-    "        mu = 0;\n",
-    "        it = 0;\n",
-    "        for jj in range (0,n_em-1):\n",
-    "            for kk in range(jj+1,n_em):\n",
-    "                mu = mu - (phi_p[ii][jj] - p[jj])*(phi_p[ii][kk]-p[kk])*W[it];\n",
-    "                it = it + 1;\n",
-    "        if len(W) != it:\n",
-    "            display(\"Something is wrong with the mu model\")\n",
-    "            \n",
-    "        mu_Gex[ii]      = mu; \n",
-    "        Gsol            = Gsol + px[ii]*muzx[ii];\n",
-    "\n",
-    "# nsimplify(mu,tolerance=10**-12)#        \n",
-    "##### GET MU_GEX #######\n",
-    "########################\n",
-    "mu_Gexx = [0]*n_em        \n",
-    "for ii in range(0,n_em):\n",
-    "    mu_Gexx[ii] = sympify('mu_Gex'+str(ii))\n",
-    "    \n",
-    "    \n",
-    "##### GET CHEMICAL POTENTIAL MU = g0 +RTlog(idm) +Gex #####\n",
-    "###########################################################\n",
-    "muz  = [0]*n_em\n",
-    "muz0 = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    muz[ii] = (gbase[ii] + mu_Gexx[ii] + R*T*log(idm[ii]))\n",
-    "\n",
-    "for i,b in enumerate(muz):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            muz[i] = muz[i].subs(a, float(a)) \n",
-    "    \n",
-    "for ii in range(0,n_em):\n",
-    "    muz[ii] = ccode(muz[ii])\n",
-    "    \n",
-    "    \n",
-    "##### MAKE ENDMEMBERS #####  \n",
-    "########################### \n",
-    "for i,b in enumerate(make):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            make[i] = make[i].subs(a, float(a))    \n",
-    "    \n",
-    "    \n",
-    "##### SITE FRACTIONS #####  \n",
-    "##########################\n",
-    "sf_size   = len(sf)\n",
-    "sf0       = [0]*sf_size\n",
-    "\n",
-    "for oo,ii in enumerate(sf):\n",
-    "    sf0[oo] = -1.0*sf[oo] \n",
-    "\n",
-    "for i,b in enumerate(sf):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            sf[i] = sf[i].subs(a, float(a))\n",
-    "            \n",
-    "for i,b in enumerate(sf0):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            sf0[i] = sf0[i].subs(a, float(a)) \n",
-    "             \n",
-    "for ii, val in enumerate(sf0):  \n",
-    "    t0 = str(val)\n",
-    "\n",
-    "    for i,val in enumerate(in_var):\n",
-    "        inv  = str(in_var[i])\n",
-    "        outv = str(out_var[i])\n",
-    "        t0 = replaceSymbols(t0,inv,outv) \n",
-    "    sf0[ii] = t0   \n",
-    "    \n",
-    "    \n",
-    "##### SITE FRACTIONS FIRST DERIVATIVE ######\n",
-    "############################################\n",
-    "sym_list_size = len(sym_list)\n",
-    "ineq_sf = [['' for xx in range(sym_list_size)] for xx in range(sf_size)]\n",
-    "\n",
-    "for oo,ii in enumerate(sf):\n",
-    "    for pi,jj in enumerate(sym_list):\n",
-    "        ineq_sf[oo][pi]  = diff(ii,jj);  \n",
-    "        ineq_sf[oo][pi] *= -1.0;\n",
-    "        \n",
-    "for i,b in enumerate(ineq_sf):\n",
-    "    for j,c in enumerate(b):\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):\n",
-    "                ineq_sf[i][j] = ineq_sf[i][j].subs(a, float(a))\n",
-    "                \n",
-    "for ii, val in enumerate(ineq_sf):\n",
-    "    for jj, val0 in enumerate(val):\n",
-    "        t0 = str(val0)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        ineq_sf[ii][jj] = t0\n",
-    "\n",
-    "\n",
-    "##### IDEAL MIXING TERM (idm) ######\n",
-    "####################################\n",
-    "for i,b in enumerate(idm):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            idm[i] = idm[i].subs(a, float(a))\n",
-    "    \n",
-    "##### EM FRACTION ######\n",
-    "######################## \n",
-    "for i,b in enumerate(pfrac):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            pfrac[i] = pfrac[i].subs(a, float(a))\n",
-    "\n",
-    "            \n",
-    "##### EM FRACTION FIRST DERIVATIVE ######\n",
-    "#########################################     \n",
-    "for i,b in enumerate(dp_dx):\n",
-    "    for j,c in enumerate(b):\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):    \n",
-    "#                 dp_dx[i][j] = nsimplify(dp_dx[i][j],tolerance=10**-12)\n",
-    "                dp_dx[i][j] = dp_dx[i][j].subs(a, float(a))\n",
-    "\n",
-    "\n",
-    "\n",
-    " "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 257,
-   "metadata": {
-    "code_folding": [],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    \n",
-      "/**\n",
-      "    Objective function of liq_mp\n",
-      "*/\n",
-      "double obj_mp_liq(unsigned n, const double *x, double *grad, void *SS_ref_db){\n",
-      "    SS_ref *d         = (SS_ref *) SS_ref_db;\n",
-      "\n",
-      "    int n_em          = d->n_em;\n",
-      "    double P          = d->P;\n",
-      "    double T          = d->T;\n",
-      "    double R          = d->R;\n",
-      "\n",
-      "    double *gb        = d->gv_lvl;\n",
-      "    double *mu_Gex    = d->mu_Gex;\n",
-      "    double *sf        = d->sf;\n",
-      "    double *mu        = d->mu;\n",
-      "    double *dfx       = d->dfx;\n",
-      "    px_liq_mp(SS_ref_db,x);\n",
-      "\n",
-      "    for (int i = 0; i < n_em; i++){\n",
-      "        mu_Gex[i] = 0.0;\n",
-      "        int it    = 0;\n",
-      "        for (int j = 0; j < d->n_xeos; j++){\n",
-      "            for (int k = j+1; k < n_em; k++){\n",
-      "                mu_Gex[i] -= (d->eye[i][j] - d->p[j])*(d->eye[i][k] - d->p[k])*(d->W[it]);\n",
-      "                it += 1;\n",
-      "            }\n",
-      "        }\n",
-      "    }\n",
-      "    \n",
-      "    sf[0]          = 1.0 - 1.0*x[6];\n",
-      "    sf[1]          = x[0];\n",
-      "    sf[2]          = x[1]*x[2];\n",
-      "    sf[3]          = x[1]*(1.0 - 1.0*x[2]);\n",
-      "    sf[4]          = x[3];\n",
-      "    sf[5]          = -1.0*x[3] - 1.0*x[1] - 1.0*x[6] - 1.0*x[4] - 1.0*x[0] + 1.0;\n",
-      "    sf[6]          = x[4];\n",
-      "    sf[7]          = x[5];\n",
-      "    sf[8]          = 1.0 - 1.0*x[5];\n",
-      "    sf[9]          = x[6];\n",
-      "    \n",
-      "    \n",
-      "    mu[0]          = R*T*creal(clog(sf[0]*sf[1])) + gb[1] + mu_Gex[0];\n",
-      "    mu[1]          = R*T*creal(clog(sf[0]*sf[2])) + gb[2] + mu_Gex[1];\n",
-      "    mu[2]          = R*T*creal(clog(sf[0]*sf[3])) + gb[3] + mu_Gex[2];\n",
-      "    mu[3]          = R*T*creal(clog(sf[0]*sf[4])) + gb[4] + mu_Gex[3];\n",
-      "    mu[4]          = R*T*creal(clog(sf[0]*sf[5])) + gb[5] + mu_Gex[4];\n",
-      "    mu[5]          = R*T*creal(clog(sf[0]*sf[6]*cpow(sf[8], 5.0))) + gb[6] + mu_Gex[5];\n",
-      "    mu[6]          = R*T*creal(clog(sf[0]*sf[6]*cpow(sf[7], 5.0))) + gb[7] + mu_Gex[6];\n",
-      "    mu[7]          = R*T*creal(clog(cpow(sf[9], 2.0))) + gb[8] + mu_Gex[7];\n",
-      "    \n",
-      "    d->sum_apep = 0.0;\n",
-      "    for (int i = 0; i < n_em; i++){\n",
-      "        d->sum_apep += d->ape[i]*d->p[i];\n",
-      "    }\n",
-      "    d->factor = d->fbc/d->sum_apep;\n",
-      "\n",
-      "    d->df_raw = 0.0;\n",
-      "    for (int i = 0; i < n_em; i++){\n",
-      "        d->df_raw += mu[i]*d->p[i];\n",
-      "    }\n",
-      "    d->df = d->df_raw * d->factor;\n",
-      "\n",
-      "    if (grad){\n",
-      "        double *dfx    = d->dfx;\n",
-      "        double **dp_dx = d->dp_dx;\n",
-      "        dpdx_mp_liq(SS_ref_db,x);\n",
-      "        for (int i = 0; i < (d->n_xeos); i++){\n",
-      "            dfx[i] = 0.0;\n",
-      "            for (int j = 0; j < n_em; j++){\n",
-      "                dfx[i] += (mu[j] - (d->ape[j]/d->sum_apep)*d->df_raw)*d->factor*dp_dx[j][i];\n",
-      "            }\n",
-      "            grad[i] = creal(dfx[i]);\n",
-      "        }\n",
-      "    }\n",
-      "\n",
-      "    return d->df;\n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# OBJECTIVE FUNCTION (obj_)\n",
-    "if 0==0:\n",
-    "\n",
-    "    pout = sf0\n",
-    "\n",
-    "    for ii, val in enumerate(sf):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "    \n",
-    "    pout2 = muz0\n",
-    "\n",
-    "    for ii, val in enumerate(muz):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_sf):\n",
-    "            inv  = str(in_sf[i])\n",
-    "            outv = str(out_sf[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout2[ii] = t0\n",
-    "    \n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Objective function of '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'double obj_'+db0+'_'+ss0+'(unsigned n, const double *x, double *grad, void *SS_ref_db){\\n'\n",
-    "    op += os+'SS_ref *d         = (SS_ref *) SS_ref_db;\\n\\n'\n",
-    "    op += os+'int n_em          = d->n_em;\\n'\n",
-    "    op += os+'double P          = d->P;\\n'\n",
-    "    op += os+'double T          = d->T;\\n'\n",
-    "    op += os+'double R          = d->R;\\n\\n'\n",
-    "\n",
-    "    op += os+'double *gb        = d->gb_lvl;\\n'\n",
-    "    if (symmetry == 0):\n",
-    "        op += os+'double *mat_phi   = d->mat_phi;\\n'\n",
-    "    op += os+'double *mu_Gex    = d->mu_Gex;\\n'\n",
-    "    op += os+'double *sf        = d->sf;\\n'\n",
-    "    op += os+'double *mu        = d->mu;\\n'\n",
-    "    op += os+'double *dfx       = d->dfx;\\n'\n",
-    "\n",
-    "    op += os+'px_'+db0+'_'+ss0+'(SS_ref_db,x);\\n\\n'\n",
-    "    \n",
-    "    if (symmetry == 1):\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "        op += os+os+'mu_Gex[i] = 0.0;\\n'\n",
-    "        op += os+os+'int it    = 0;\\n'\n",
-    "        op += os+os+'for (int j = 0; j < d->n_xeos; j++){\\n'\n",
-    "        op += os+os+os+'for (int k = j+1; k < n_em; k++){\\n'\n",
-    "        op += os+os+os+os+'mu_Gex[i] -= (d->eye[i][j] - d->p[j])*(d->eye[i][k] - d->p[k])*(d->W[it]);\\n'  \n",
-    "        op += os+os+os+os+'it += 1;\\n'  \n",
-    "        op += os+os+os+'}\\n'  \n",
-    "        op += os+os+'}\\n'   \n",
-    "        op += os+'}\\n'\n",
-    "        \n",
-    "    if (symmetry == 0):\n",
-    "        op += os+'d->sum_v = 0.0;\\n'\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'     \n",
-    "        op += os+os+'d->sum_v += d->p[i]*d->v[i];\\n'     \n",
-    "        op += os+'}\\n'\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "        op += os+os+'d->mat_phi[i] = (d->p[i]*d->v[i])/d->sum_v;\\n'\n",
-    "        op += os+'}\\n'\n",
-    "        op += os+'\\n'\n",
-    "        op += os+'for (int i = 0; i < d->n_em; i++){\\n' \n",
-    "        op += os+os+'mu_Gex[i] = 0.0;\\n'\n",
-    "        op += os+os+'int it = 0;\\n'\n",
-    "        op += os+os+'for (int j = 0; j < d->n_xeos; j++){\\n'\n",
-    "        op += os+os+os+'for (int k = j+1; k < d->n_em; k++){\\n'    \n",
-    "        op += os+os+os+os+'mu_Gex[i] -= (d->eye[i][j] - d->mat_phi[j])*(d->eye[i][k] - d->mat_phi[k])*(d->W[it]*2.0*d->v[i]/(d->v[j]+d->v[k]));\\n'    \n",
-    "        op += os+os+os+os+'it += 1;\\n'\n",
-    "        op += os+os+os+'}\\n'\n",
-    "        op += os+os+'}\\n'\n",
-    "        op += os+'}\\n'\n",
-    "        \n",
-    "    op += os+'\\n'\n",
-    "    for  i,val in enumerate(sf):\n",
-    "        op += os+'sf['+str(i)+']          = '+((pout[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'\\n'\n",
-    "    for  i,val in enumerate(muz):\n",
-    "        op += os+'mu['+str(i)+']          = '+(digit2index2(pout2[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    op += os+'d->sum_apep = 0.0;\\n'\n",
-    "    op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "    op += os+os+'d->sum_apep += d->ape[i]*d->p[i];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'d->factor = d->fbc/d->sum_apep;\\n\\n'\n",
-    "\n",
-    "    op += os+'d->df_raw = 0.0;\\n'\n",
-    "    op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "    op += os+os+'d->df_raw += mu[i]*d->p[i];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'d->df = d->df_raw * d->factor;\\n\\n'\n",
-    "\n",
-    "    op += os+'if (grad){\\n'\n",
-    "    op += os+os+'double *dfx    = d->dfx;\\n'\n",
-    "    op += os+os+'double **dp_dx = d->dp_dx;\\n'\n",
-    "    op += os+os+'dpdx_'+db0+'_'+ss0+'(SS_ref_db,x);\\n'\n",
-    "    op += os+os+'for (int i = 0; i < (d->n_xeos); i++){\\n'\n",
-    "    op += os+os+os+'dfx[i] = 0.0;\\n'\n",
-    "    op += os+os+os+'for (int j = 0; j < n_em; j++){\\n'\n",
-    "    op += os+os+os+os+'dfx[i] += (mu[j] - (d->ape[j]/d->sum_apep)*d->df_raw)*d->factor*dp_dx[j][i];\\n'\n",
-    "    op += os+os+os+'}\\n'\n",
-    "    op += os+os+os+'grad[i] = creal(dfx[i]);\\n'\n",
-    "    op += os+os+'}\\n'\n",
-    "    op += os+'}\\n\\n'\n",
-    "    op += os+'return d->df;\\n' \n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 251,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": false
-   },
-   "outputs": [],
-   "source": [
-    "# ENDMEMBER FRACTION DERIVATIVE (dpdx)\n",
-    "if 0==0:\n",
-    "    pout = (dp_dx)\n",
-    "    for ii, val in enumerate(dp_dx):\n",
-    "        for jj, val0 in enumerate(val):\n",
-    "            t0 = (str((val0)))\n",
-    "            for i,val in enumerate(in_var):\n",
-    "                inv  = str(in_var[i])\n",
-    "                outv = str(out_var[i])\n",
-    "                t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "            pout[ii][jj] = t0\n",
-    "\n",
-    "\n",
-    "#     op = ''\n",
-    "    os = '    '\n",
-    "    op += '\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Update dpdx matrix of '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void dpdx_'+db0+'_'+ss0+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double **dp_dx = d->dp_dx;\\n\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(pout):\n",
-    "        for j,val2 in enumerate(val):\n",
-    "            op += os+'dp_dx['+str(i)+']['+str(j)+'] = '+((pout[i][j]))+';  '  \n",
-    "        op += os+'\\n'\n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "# print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 200,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": false
-   },
-   "outputs": [],
-   "source": [
-    "# INEQUALITY CONSTRAINTS (sf)\n",
-    "if 0==0:\n",
-    "        \n",
-    "#     op = ''\n",
-    "    os = '    '\n",
-    "    \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Inequality constraints for '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void '+ss+'_c(unsigned m, double *result, unsigned n, const double *x, double *grad, void *data){\\n'\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "#         op += os+'double c'+ str(ii)+'(unsigned n, const double *x, double *grad, void *data){\\n'   \n",
-    "        op += os+'result['+str(ii)+'] = ( eps_sf + ' + str(sf0[ii])+');\\n' \n",
-    "    op += '\\n' \n",
-    "    op += os+'if (grad) {\\n' \n",
-    "    n = 0;\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "        for jj, val1 in enumerate(val0):\n",
-    "            op += os+os+'grad['+str(n)+'] = ' + str((val1)) + ';\\n' \n",
-    "            n += 1\n",
-    "    op += os+'}\\n' \n",
-    "    \n",
-    "    op += '\\n'  \n",
-    "    op += os+'return;\\n'    \n",
-    "    op += '};\\n' \n",
-    "    op += '\\n'  \n",
-    "    \n",
-    "# print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 191,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# ENDMEMBER FRACTION (px)\n",
-    "if 0==0:\n",
-    "    pout = p\n",
-    "\n",
-    "    for ii, val in enumerate(pfrac):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "\n",
-    "\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Endmember fraction of '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void px_'+db0+'_'+ss0+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double *p = d->p;\\n'\n",
-    "    \n",
-    "    for  i,val in enumerate(pfrac):\n",
-    "        op += os+'    p['+str(i)+']           = '+((pout[i]))+';\\n'    \n",
-    "    op += '}\\n'\n",
-    "    \n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 110,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "SS_ref G_SS_mp_ilm_function(SS_ref SS_ref_db, int EM_database, int len_ox, bulk_info z_b, double eps){\n",
-      "    \n",
-      "    int i, j;\n",
-      "    int n_em = SS_ref_db.n_em;\n",
-      "    \n",
-      "    char   *EM_tmp[] \t\t= {\"oilm\",\"dilm\",\"dhem\",\"geik\",\"pnt\"};\n",
-      "    for (int i = 0; i < SS_ref_db.n_em; i++){\n",
-      "        strcpy(SS_ref_db.EM_list[i],EM_tmp[i]);\n",
-      "    };\n",
-      "    \n",
-      "    SS_ref_db.W[0] = 15.6;\n",
-      "    SS_ref_db.W[1] = 26.6;\n",
-      "    SS_ref_db.W[2] = 4;\n",
-      "    SS_ref_db.W[3] = 2;\n",
-      "    SS_ref_db.W[4] = 11;\n",
-      "    SS_ref_db.W[5] = 4;\n",
-      "    SS_ref_db.W[6] = 2;\n",
-      "    SS_ref_db.W[7] = 36;\n",
-      "    SS_ref_db.W[8] = 25;\n",
-      "    SS_ref_db.W[9] = 4;\n",
-      "    \n",
-      "    \n",
-      "    em_data ilm_di \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"ilm\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"disordered\"\t);\n",
-      "    \n",
-      "    em_data hem_di \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"hem\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"disordered\"\t);\n",
-      "    \n",
-      "    em_data geik_eq \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"geik\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"equilibrium\"\t);\n",
-      "    \n",
-      "    em_data pnt_eq \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"pnt\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"equilibrium\"\t);\n",
-      "    \n",
-      "    SS_ref_db.gbase[0] \t\t= 0.009426*z_b.T + ilm_di.gb - 13.6075;\n",
-      "    SS_ref_db.gbase[1] \t\t= -0.0021*z_b.T + ilm_di.gb + 1.9928;\n",
-      "    SS_ref_db.gbase[2] \t\t= hem_di.gb;\n",
-      "    SS_ref_db.gbase[3] \t\t= geik_eq.gb;\n",
-      "    SS_ref_db.gbase[4] \t\t= pnt_eq.gb;\n",
-      "    \n",
-      "    SS_ref_db.ElShearMod[0] \t= ilm_di.ElShearMod;\n",
-      "    SS_ref_db.ElShearMod[1] \t= ilm_di.ElShearMod;\n",
-      "    SS_ref_db.ElShearMod[2] \t= hem_di.ElShearMod;\n",
-      "    SS_ref_db.ElShearMod[3] \t= geik_eq.ElShearMod;\n",
-      "    SS_ref_db.ElShearMod[4] \t= pnt_eq.ElShearMod;\n",
-      "    \n",
-      "    for (i = 0; i < len_ox; i++){\n",
-      "        SS_ref_db.Comp[0][i] \t= ilm_di.C[i];\n",
-      "        SS_ref_db.Comp[1][i] \t= ilm_di.C[i];\n",
-      "        SS_ref_db.Comp[2][i] \t= hem_di.C[i];\n",
-      "        SS_ref_db.Comp[3][i] \t= geik_eq.C[i];\n",
-      "        SS_ref_db.Comp[4][i] \t= pnt_eq.C[i];\n",
-      "    }\n",
-      "    \n",
-      "    for (i = 0; i < n_em; i++){\n",
-      "        SS_ref_db.z_em[i] = 1.0;\n",
-      "    };\n",
-      "    \n",
-      "    SS_ref_db.bounds_ref[0][0] = 0.0+eps;  SS_ref_db.bounds_ref[0][1] = 1.0-eps;\n",
-      "    SS_ref_db.bounds_ref[1][0] = 0.0+eps;  SS_ref_db.bounds_ref[1][1] = 1.0-eps;\n",
-      "    SS_ref_db.bounds_ref[2][0] = 0.0+eps;  SS_ref_db.bounds_ref[2][1] = 1.0-eps;\n",
-      "    SS_ref_db.bounds_ref[3][0] = -1.0+eps;  SS_ref_db.bounds_ref[3][1] = 1.0-eps;\n",
-      "    \n",
-      "    return SS_ref_db;\n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# MAKE ENDMEMBERS\n",
-    "# if 0==0:\n",
-    "\n",
-    "exclude = [sympify('P'),sympify('T')];\n",
-    "em = [];\n",
-    "for i in make:\n",
-    "    for key in i.free_symbols:\n",
-    "        if key not in em and key not in exclude:\n",
-    "            em.append(key)\n",
-    "\n",
-    "op = ''\n",
-    "os = '    '\n",
-    "\n",
-    "\n",
-    "op += 'SS_ref G_SS_'+db0+'_'+ss0+'_function(SS_ref SS_ref_db, int EM_database, int len_ox, bulk_info z_b, double eps){\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'int i, j;\\n'\n",
-    "op += os+'int n_em = SS_ref_db.n_em;\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'char   *EM_tmp[] \t\t= {'\n",
-    "for i,val in enumerate(emname):\n",
-    "    if i < n_em-1:\n",
-    "        op += '\"'+str(val)+'\",'\n",
-    "    else:\n",
-    "        op += '\"'+str(val)+'\"'\n",
-    "op += '};\\n'\n",
-    "op += os+'for (int i = 0; i < SS_ref_db.n_em; i++){\\n'\n",
-    "op += os+os+'strcpy(SS_ref_db.EM_list[i],EM_tmp[i]);\\n'\n",
-    "op += os+'};\\n'\n",
-    "\n",
-    "op += os+'\\n'\n",
-    "for i in range(0,len(W)):\n",
-    "    op += os+'SS_ref_db.W['+str(i)+'] = '+print_W(W[i])+';\\n'\n",
-    "op += os+'\\n'\n",
-    "if (type(v) != float):\n",
-    "    for i in range(0,len(v)):\n",
-    "        op += os+'SS_ref_db.v['+str(i)+'] = '+str(v[i])+';\\n'\n",
-    "    op += os+'\\n'\n",
-    "op += os+'\\n'\n",
-    "for i in em:\n",
-    "    if (str(i)[0:2] == 'd_'):\n",
-    "        opt = 'disordered'\n",
-    "        suf = 'di';\n",
-    "        name = str(i)[2:] \n",
-    "    elif (str(i)[0:2] == 'o_'):\n",
-    "        opt = 'ordered'\n",
-    "        suf = 'or';\n",
-    "        name = str(i)[2:] \n",
-    "    elif (str(i)[0:2] == 'e_'):\n",
-    "        opt = 'equilibrium'\n",
-    "        suf = 'eq';\n",
-    "        name = str(i)[2:] \n",
-    "    else:\n",
-    "        opt = 'equilibrium'\n",
-    "        suf = 'eq';\n",
-    "        name = str(i)\n",
-    "        \n",
-    "    op += os+'em_data '+name+'_'+suf+' \t\t= get_em_data(\t\tEM_database, \\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\tlen_ox,\\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\tz_b,\\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\t\"'+name+'\", \\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\t\"'+opt+'\"\t);\\n'\n",
-    "    op += os+'\\n'\n",
-    "    \n",
-    "for i in range(0,n_em):\n",
-    "    op += os+ 'SS_ref_db.gbase['+str(i)+'] \t\t= '+print_em_gb(em,make[i])+';\\n'\n",
-    "op += os+'\\n'\n",
-    "\n",
-    "for i in range(0,n_em):\n",
-    "    op += os+ 'SS_ref_db.ElShearMod['+str(i)+'] \t= '+print_em_shearM(em,make[i])+';\\n'\n",
-    "op += os+'\\n'\n",
-    "\n",
-    "op += os+'for (i = 0; i < len_ox; i++){\\n'\n",
-    "for i in range(0,n_em):\n",
-    "    op += os+os+ 'SS_ref_db.Comp['+str(i)+'][i] \t= '+print_em_C(em,make[i])+';\\n'\n",
-    "op += os+'}\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'for (i = 0; i < n_em; i++){\\n'\n",
-    "op += os+os+'SS_ref_db.z_em[i] = 1.0;\\n'\n",
-    "op += os+'};\\n'\n",
-    "op += os+'\\n'\n",
-    "for i in range(0,n_em-1):\n",
-    "    op += os+ 'SS_ref_db.bounds_ref['+str(i)+'][0] = '+str(float(Range[i][0]))+'+eps;  SS_ref_db.bounds_ref['+str(i)+'][1] = '+str(float(Range[i][1]))+'-eps;\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'return SS_ref_db;\\n'\n",
-    "op += '}\\n'\n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 113,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/**\n",
-      "    allocate memory for ilm_mp\n",
-      "*/\n",
-      "SS_ref G_SS_mp_ilm_init_function(SS_ref SS_ref_db, int EM_database, global_variable gv){\n",
-      "    \n",
-      "    SS_ref_db.is_liq    = 0;\n",
-      "    SS_ref_db.symmetry  = 1;\n",
-      "    SS_ref_db.n_sf      = 8;\n",
-      "    SS_ref_db.n_em      = 5;\n",
-      "    SS_ref_db.n_w       = 10;\n",
-      "    SS_ref_db.n_xeos    = 4;\n",
-      "    SS_ref_db.CstFactor = 0;\n",
-      "    \n",
-      "    return SS_ref_db;\n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# SOLUTION PHASE MEMORY SIZE\n",
-    "if 0==0:\n",
-    "        \n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    \n",
-    "    op += '/**\\n'\n",
-    "    op += os+'allocate memory for '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'SS_ref G_SS_'+db0+'_'+ss0+'_init_function(SS_ref SS_ref_db, int EM_database, global_variable gv){\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'SS_ref_db.is_liq    = '+'0'+';\\n' \n",
-    "    op += os+'SS_ref_db.symmetry  = '+str(symmetry)+';\\n' \n",
-    "    op += os+'SS_ref_db.n_sf      = '+str(len(sf))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_em      = '+str(len(p))+';\\n' \n",
-    "    if symmetry == 0:\n",
-    "        op += os+'SS_ref_db.n_v       = '+str(len(v))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_w       = '+str(len(W))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_xeos    = '+str(len(p)-1)+';\\n' \n",
-    "    op += os+'SS_ref_db.CstFactor = 0;\\n' \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'return SS_ref_db;\\n' \n",
-    "    op += '}\\n'  \n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.9"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/python/.ipynb_checkpoints/XEOS_SIMPLEX_SS_GENERATOR-checkpoint.ipynb b/python/.ipynb_checkpoints/XEOS_SIMPLEX_SS_GENERATOR-checkpoint.ipynb
deleted file mode 100755
index dec6f366..00000000
--- a/python/.ipynb_checkpoints/XEOS_SIMPLEX_SS_GENERATOR-checkpoint.ipynb
+++ /dev/null
@@ -1,1053 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# code to generate discrete solution model points\n",
-    "# and to save a list \"C function\" of compositional variables points \n",
-    "\n",
-    "# last update 25.01.22, NR\n",
-    "\n",
-    "# Igneous dataset Holland et al., 2018\n",
-    "# update tc634 + pl4T (Holland et al., 2020)\n",
-    "\n",
-    "import numpy as np"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "code_folding": [
-     2,
-     19,
-     38,
-     55,
-     73,
-     92,
-     112,
-     139,
-     167,
-     191,
-     211,
-     240,
-     272,
-     306,
-     346,
-     388,
-     423,
-     437,
-     455,
-     464,
-     476,
-     488,
-     500,
-     510,
-     519,
-     528,
-     537,
-     552,
-     570,
-     586
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# list of solution models\n",
-    "# site fractions ok?\n",
-    "def pli(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    ca  = x[0];\n",
-    "    k  = x[1];\n",
-    "\n",
-    "    sf[0] = 1 - k - ca\n",
-    "    sf[1] = ca\n",
-    "    sf[2] = k\n",
-    "\n",
-    "    for i in range(0,3):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def pl4T(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    ca  = x[0];\n",
-    "    k  = x[1];\n",
-    "\n",
-    "    sf[0]          = -1.0*ca - 1.0*k + 1.0;\n",
-    "    sf[1]          = ca;\n",
-    "    sf[2]          = k;\n",
-    "    sf[3]          = 0.25*ca + 0.25;\n",
-    "    sf[4]          = 0.75 - 0.25*ca;\n",
-    "\n",
-    "    for i in range(0,5):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ksp(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    na  = x[0];\n",
-    "    ca  = x[1];\n",
-    "\n",
-    "    sf[0] = 1 - ca - na\n",
-    "    sf[1] = na\n",
-    "    sf[2] = ca\n",
-    "\n",
-    "    for i in range(0,3):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ep(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    f = x[0];\n",
-    "    Q  = x[1];\n",
-    "\n",
-    "    sf[0] = f - Q\n",
-    "    sf[1] = 1 - f + Q\n",
-    "    sf[2] = f + Q\n",
-    "    sf[3] = 1 - f - Q\n",
-    "\n",
-    "    for i in range(0,4):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def cd(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    h  = x[1];\n",
-    "\n",
-    "    sf[0] = x1\n",
-    "    sf[1] = 1 - x1\n",
-    "    sf[2] = h\n",
-    "    sf[3] = 1 - h\n",
-    "    \n",
-    "    \n",
-    "    for i in range(0,4):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ol(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    c  = x[1];\n",
-    "    Q  = x[2];\n",
-    "\n",
-    "    sf[0] = 1 + Q - x1\n",
-    "    sf[1] = -Q + x1\n",
-    "    sf[2] = 1 - c - Q - x1 + c*x1\n",
-    "    sf[3] = Q + x1 + (-c)*x1\n",
-    "    sf[4] = c\n",
-    "    \n",
-    "    for i in range(0,5):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def mu(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    f  = x[2];\n",
-    "    n  = x[3];\n",
-    "    c  = x[4];\n",
-    "\n",
-    "    sf[0] = 1. - c - n\n",
-    "    sf[1] = n\n",
-    "    sf[2] = c\n",
-    "    sf[3] = 1. - x1 - y + x1*y\n",
-    "    sf[4] = x1 + (-x1)*y\n",
-    "    sf[5] = y\n",
-    "    sf[6] = 1. - f\n",
-    "    sf[7] = f\n",
-    "    sf[8] = 1. - 1./2.*c - 1./2.*y\n",
-    "    sf[9] = 1./2.*c + 1./2.*y \n",
-    "    \n",
-    "    for i in range(0,10):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def bi(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    f  = x[2];\n",
-    "    t  = x[3];\n",
-    "    Q  = x[4];\n",
-    "\n",
-    "    sf[0] = 1 - f - t - x1 - y - 2/3*Q + f*x1 + t*x1 + x1*y\n",
-    "    sf[1] = x1 + 2/3*Q + (-f)*x1 + (-t)*x1 + (-x1)*y\n",
-    "    sf[2] = f\n",
-    "    sf[3] = t\n",
-    "    sf[4] = y\n",
-    "    sf[5] = 1 + 1/3*Q - x1\n",
-    "    sf[6] = -1/3*Q + x1\n",
-    "    sf[7] = 1/2 - 1/2*f - 1/2*y\n",
-    "    sf[8] = 1/2 + 1/2*f + 1/2*y\n",
-    "    sf[9] = 1 - t\n",
-    "    sf[10] = t\n",
-    "    \n",
-    "    for i in range(0,11):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def g(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1 = x[0];\n",
-    "    c  = x[1];\n",
-    "    f  = x[2];\n",
-    "    cr = x[3];\n",
-    "    t  = x[4];\n",
-    "\n",
-    "    sf[0] = 1 - c - x1 + c*x1\n",
-    "    sf[1] = x1 + (-c)*x1\n",
-    "    sf[2] = c\n",
-    "    sf[3] = 1 - cr - f - 2*t\n",
-    "    sf[4] = cr\n",
-    "    sf[5] = f\n",
-    "    sf[6] = t\n",
-    "    \n",
-    "    for i in range(0,7):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ilm(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1 = x[0];\n",
-    "    Q  = x[1];\n",
-    "\n",
-    "    sf[0] = 1/2*x1 + 1/2*Q\n",
-    "    sf[1] = 1/2*x1 - 1/2*Q\n",
-    "    sf[2] = 1 - x1\n",
-    "    sf[3] = 1/2*x1 - 1/2*Q\n",
-    "    sf[4] = 1/2*x1 + 1/2*Q\n",
-    "    sf[5] = 1 - x1\n",
-    "    \n",
-    "    for i in range(0,6):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def spn(x):\n",
-    "#     p = [0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    c  = x[2];\n",
-    "    t  = x[3];\n",
-    "    Q1 = x[4];\n",
-    "    Q2 = x[5];\n",
-    "    Q3 = x[6];\n",
-    "\n",
-    "    sf[0]          = 2./3.*Q1 - 1./3.*t*x1 + 1./3.*t - 1./3.*x1 + 1./3.;\n",
-    "    sf[1]          = 2./3.*Q2 + 1./3.*t*x1 + 1./3.*x1;\n",
-    "    sf[2]          = -2./3.*Q1 - 2./3.*Q2 - 2./3.*Q3 + 2./3.*c*y + 2./3.*t*y - 1./3.*t - 2./3.*y + 2./3.;\n",
-    "    sf[3]          = 2./3.*Q3 - 2./3.*c*y - 2./3.*t*y + 2./3.*y;\n",
-    "    sf[4]          = -1./3.*Q1 - 1./3.*t*x1 + 1./3.*t - 1./3.*x1 + 1./3.;\n",
-    "    sf[5]          = -1./3.*Q2 + 1./3.*t*x1 + 1./3.*x1;\n",
-    "    sf[6]          = 1./3.*Q1 + 1./3.*Q2 + 1./3.*Q3 + 2./3.*c*y -c + 2./3.*t*y - 5./6.*t - 2./3.*y + 2./3.;\n",
-    "    sf[7]          = -1./3.*Q3 - 2./3.*c*y - 2./3.*t*y + 2./3.*y;\n",
-    "    sf[8]          = c;\n",
-    "    sf[9]          = 0.5*t;\n",
-    "    \n",
-    "    for i in range(0,10):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def opx(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1  = x[0];\n",
-    "    y  = x[1];\n",
-    "    c  = x[2];\n",
-    "    Q  = x[3];\n",
-    "    f  = x[4];\n",
-    "    t  = x[5];\n",
-    "    cr = x[6];\n",
-    "    j  = x[7]; \n",
-    "\n",
-    "    sf[0]  = 1 - j - Q + t - x1 - y + j*Q + (-Q)*t + j*x1 + (-t)*x1 + Q*y + x1*y\n",
-    "    sf[1]  = Q + x1 + (-j)*Q + Q*t + (-j)*x1 + t*x1 + (-Q)*y + (-x1)*y\n",
-    "    sf[2]  = -cr - f + j + y - 2*t\n",
-    "    sf[3] = f\n",
-    "    sf[4]  = cr\n",
-    "    sf[5]  = t\n",
-    "    sf[6]  = 1 - c - j + Q - x1 + (-j)*Q + Q*t + c*x1 + j*x1 + (-Q)*y\n",
-    "    sf[7]  = -Q + x1 + j*Q + (-Q)*t + (-c)*x1 + (-j)*x1 + Q*y\n",
-    "    sf[8]  = c\n",
-    "    sf[9]  = j\n",
-    "    sf[10]   = 1 - 1/2*y\n",
-    "    sf[11]   = 1/2*y\n",
-    "    \n",
-    "    for i in range(0,12):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def cpx(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1  = x[0];\n",
-    "    y  = x[1];\n",
-    "    o  = x[2];\n",
-    "    n  = x[3];\n",
-    "    Q  = x[4];\n",
-    "    f  = x[5];\n",
-    "    cr = x[6];\n",
-    "    t  = x[7]; \n",
-    "    k  = x[8]; \n",
-    "    \n",
-    "    sf[0]  = 1 - k - n - Q + t - x1 - y + k*Q + n*Q + (-Q)*t + k*x1 + n*x1 + (-t)*x1 + Q*y + x1*y\n",
-    "    sf[1]  = Q + x1 + (-k)*Q + (-n)*Q + Q*t + (-k)*x1 + (-n)*x1 + t*x1 + (-Q)*y + (-x1)*y\n",
-    "    sf[2]  = -cr - f + k + n + y - 2*t\n",
-    "    sf[3]  = f\n",
-    "    sf[4]  = cr\n",
-    "    sf[5]  = t\n",
-    "    sf[6]  = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x1 + (-Q)*y\n",
-    "    sf[7]  = -Q + k*Q + n*Q + (-Q)*t + o*x1 + Q*y\n",
-    "    sf[8]  = 1 - k - n - o\n",
-    "    sf[9]  = n\n",
-    "    sf[10] = k\n",
-    "    sf[11] = 1 - 1/2*y\n",
-    "    sf[12] = 1/2*y\n",
-    "    \n",
-    "    for i in range(0,13):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def hb(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    z  = x[2];\n",
-    "    a  = x[3];\n",
-    "    k  = x[4];\n",
-    "    c  = x[5];\n",
-    "    f  = x[6];\n",
-    "    t  = x[7]; \n",
-    "    Q1 = x[8]; \n",
-    "    Q2 = x[9]; \n",
-    "    \n",
-    "    sf[0]  = 1 - a\n",
-    "    sf[1]  = a + (-a)*k\n",
-    "    sf[2]  = a*k\n",
-    "    sf[3]  = 1 + Q1 - x1\n",
-    "    sf[4]  = -Q1 + x1\n",
-    "    sf[5]  = 1 - f + Q2 - t - x1 - y + (-f)*Q2 + (-Q2)*t + f*x1 + t*x1 + (-Q2)*y + x1*y\n",
-    "    sf[6]  = -Q2 + x1 + f*Q2 + Q2*t + (-f)*x1 + (-t)*x1 + Q2*y + (-x1)*y\n",
-    "    sf[7]  = y\n",
-    "    sf[8]  = f\n",
-    "    sf[9]  = t\n",
-    "    sf[10]  = c\n",
-    "    sf[11]  = 1 - c - Q2 - x1 - z - 3/2*Q1 + f*Q2 + Q2 *t + c*x1 + Q2*y + x1*z\n",
-    "    sf[12]  = Q2 + x1 + 3/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x1 + (-Q2)*y + (-x1)*z\n",
-    "    sf[13]  = z\n",
-    "    sf[14]  = 1 - 1/2*f - 1/2*t - 1/2*y + 1/2*z - 1/4*a\n",
-    "    sf[15]  = 1/2*f + 1/2*t + 1/2*y - 1/2*z + 1/4*a\n",
-    "    sf[16]  = 1 - t\n",
-    "    sf[17]  = t\n",
-    "    \n",
-    "    for i in range(0,18):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def liq(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    wo  = x[0];\n",
-    "    sl  = x[1];\n",
-    "    fo  = x[2];\n",
-    "    fa  = x[3];\n",
-    "    jd  = x[4];\n",
-    "    hm  = x[5];\n",
-    "    ek  = x[6];\n",
-    "    ti  = x[7]; \n",
-    "    kj  = x[8]; \n",
-    "    yct = x[9]; \n",
-    "    h2o = x[10]; \n",
-    "        \n",
-    "    sf[0]  = 1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)\n",
-    "    sf[1]  = sl + 3/4*yct*sl + (-yct)\n",
-    "    sf[2]  = wo + 3/4*yct*wo + (-yct)\n",
-    "    sf[3]  = jd + 3/4*yct*jd\n",
-    "    sf[4]  = hm + 3/4*yct*hm\n",
-    "    sf[5]  = ek + 3/4*yct*ek\n",
-    "    sf[6]  = ti + 3/4*yct*ti\n",
-    "    sf[7]  = kj + 3/4*yct*kj\n",
-    "    sf[8]  = yct\n",
-    "    sf[9]  = fo + fa + 3/4*yct*(fo + fa)\n",
-    "    sf[10]  = 1 - h2o + (-3/4*yct)*h2o\n",
-    "    sf[11]  = 4*fo\n",
-    "    sf[12]  = 4*fa\n",
-    "    sf[13]  = wo\n",
-    "    sf[14]  = sl\n",
-    "    sf[15]  = 4*fo + 4*fa + sl + wo\n",
-    "    sf[16]  = h2o\n",
-    "    sf[17]  = 1 - h2o\n",
-    "    \n",
-    "    \n",
-    "    for i in range(0,18):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def fl(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    wo  = x[0];\n",
-    "    sl  = x[1];\n",
-    "    fo  = x[2];\n",
-    "    fa  = x[3];\n",
-    "    jd  = x[4];\n",
-    "    hm  = x[5];\n",
-    "    ek  = x[6];\n",
-    "    ti  = x[7]; \n",
-    "    kj  = x[8]; \n",
-    "    h2o = x[9]; \n",
-    "        \n",
-    "    sf[0]  =  1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o\n",
-    "    sf[1]  =  sl\n",
-    "    sf[2]  =  wo\n",
-    "    sf[3]  =  fo\n",
-    "    sf[4]  =  fa\n",
-    "    sf[5]  =  jd\n",
-    "    sf[6]  =  hm\n",
-    "    sf[7]  =  ek\n",
-    "    sf[8]  =  ti\n",
-    "    sf[9]  =  kj\n",
-    "    sf[10] =  h2o\n",
-    "    sf[11] =  1 - h2o\n",
-    "    \n",
-    "    for i in range(0,12):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "# bounds and infos\n",
-    "def spn_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 7;\n",
-    "    stp       = 0.199;\n",
-    "    range_ = [[0,1],\n",
-    "             [0,1],\n",
-    "             [0,1],\n",
-    "             [0,1],\n",
-    "             [-1,1],\n",
-    "             [-1,1],\n",
-    "             [-1,1]];\n",
-    "\n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def fl_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 11;\n",
-    "    stp       = 0.198;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def ilm_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.0499;\n",
-    "    range_    = [[0,1],\n",
-    "                 [-1,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def g_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 5;\n",
-    "    stp       = 0.198;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def bi_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 5;\n",
-    "    stp       = 0.124;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def mu_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 5;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,0.25]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def ol_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.];\n",
-    "    d         = 3;\n",
-    "    stp       = 0.098;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def pl4T_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.0249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def ep_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.049;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,0.5]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def cd_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.098;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def opx_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 8;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,2],\n",
-    "                 [0,1],\n",
-    "                 [-1,1],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def liq_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 11;\n",
-    "    stp       = 0.198;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,0.2],\n",
-    "                 [0,0.2],\n",
-    "                 [0,0.2],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def cpx_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 9;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,2],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [-0,5,0.5],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,1.0]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def hb_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 10;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,.75],\n",
-    "                 [0,.75],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,.75],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [-0.5,0.5],\n",
-    "                 [-0.5,0.5]];\n",
-    "\n",
-    "    return (d,stp,range_,sf)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "number of subdivisions: [0, 11, 11, 11]\n"
-     ]
-    }
-   ],
-   "source": [
-    "# choose you solution model here\n",
-    "ss          = \"ol\"\n",
-    "\n",
-    "# you should have the need to change the following section\n",
-    "ini_name    = ss+'_ini'+'(shift)';\n",
-    "run_name    = ss+'(x)';\n",
-    "out_name    = 'MAGEMin_'+ss+\"_PC.txt\"\n",
-    "shift       = 0.001;\n",
-    "\n",
-    "# d,stp,range_,sf = hb_ini(shift)\n",
-    "d,stp,range_,sf = eval(ini_name)\n",
-    "\n",
-    "# generalized nested loop\n",
-    "xeos_list   = [];\n",
-    "min_val     = 0;\n",
-    "ip          = [min_val]*(d+1);\n",
-    "nstep       = [min_val]*(d+1);\n",
-    "min_arr     = [min_val]*(d+1);\n",
-    "max_arr     = [min_val]*(d+1);\n",
-    "\n",
-    "for i in range(0,d):\n",
-    "    nstep[i+1]   = int((range_[i][1] -range_[i][0])/stp)+1;\n",
-    "    min_arr[i+1] = range_[i][0];\n",
-    "    max_arr[i+1] = nstep[i+1];\n",
-    "\n",
-    "print(\"number of subdivisions:\",nstep) \n",
-    "    \n",
-    "xeos_list   = [];\n",
-    "p           = d\n",
-    "while ip[0] == min_val:\n",
-    "    \n",
-    "    x       = np.array(ip[1:d+1], dtype=np.float32)*stp+shift\n",
-    "    x      += np.array(min_arr[1:d+1], dtype=np.float32)\n",
-    "    sf_ok   = eval(run_name)\n",
-    "\n",
-    "    if sf_ok == 1:\n",
-    "        xeos_list.append(x)\n",
-    "\n",
-    "    ip[p] += 1;\n",
-    "    while ip[p] == max_arr[p]:\n",
-    "        ip[p] = min_val;\n",
-    "        p -= 1;\n",
-    "        ip[p] += 1;\n",
-    "        if (ip[p] != nstep[p]):\n",
-    "            p = d"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "struct ss_pc ig_ol_pc_xeos[220] = {\n",
-      "{{0.099000,0.001000,0.001000}},\n",
-      "{{0.099000,0.099000,0.001000}},\n",
-      "{{0.099000,0.197000,0.001000}},\n",
-      "{{0.099000,0.295000,0.001000}},\n",
-      "{{0.099000,0.393000,0.001000}},\n",
-      "{{0.099000,0.491000,0.001000}},\n",
-      "{{0.099000,0.589000,0.001000}},\n",
-      "{{0.099000,0.687000,0.001000}},\n",
-      "{{0.099000,0.785000,0.001000}},\n",
-      "{{0.099000,0.883000,0.001000}},\n",
-      "{{0.099000,0.981000,0.001000}},\n",
-      "{{0.197000,0.001000,0.001000}},\n",
-      "{{0.197000,0.001000,0.099000}},\n",
-      "{{0.197000,0.099000,0.001000}},\n",
-      "{{0.197000,0.099000,0.099000}},\n",
-      "{{0.197000,0.197000,0.001000}},\n",
-      "{{0.197000,0.197000,0.099000}},\n",
-      "{{0.197000,0.295000,0.001000}},\n",
-      "{{0.197000,0.295000,0.099000}},\n",
-      "{{0.197000,0.393000,0.001000}},\n",
-      "{{0.197000,0.393000,0.099000}},\n",
-      "{{0.197000,0.491000,0.001000}},\n",
-      "{{0.197000,0.491000,0.099000}},\n",
-      "{{0.197000,0.589000,0.001000}},\n",
-      "{{0.197000,0.589000,0.099000}},\n",
-      "{{0.197000,0.687000,0.001000}},\n",
-      "{{0.197000,0.687000,0.099000}},\n",
-      "{{0.197000,0.785000,0.001000}},\n",
-      "{{0.197000,0.785000,0.099000}},\n",
-      "{{0.197000,0.883000,0.001000}},\n",
-      "{{0.197000,0.981000,0.001000}},\n",
-      "{{0.295000,0.001000,0.001000}},\n",
-      "{{0.295000,0.001000,0.099000}},\n",
-      "{{0.295000,0.001000,0.197000}},\n",
-      "{{0.295000,0.099000,0.001000}},\n",
-      "{{0.295000,0.099000,0.099000}},\n",
-      "{{0.295000,0.099000,0.197000}},\n",
-      "{{0.295000,0.197000,0.001000}},\n",
-      "{{0.295000,0.197000,0.099000}},\n",
-      "{{0.295000,0.197000,0.197000}},\n",
-      "{{0.295000,0.295000,0.001000}},\n",
-      "{{0.295000,0.295000,0.099000}},\n",
-      "{{0.295000,0.295000,0.197000}},\n",
-      "{{0.295000,0.393000,0.001000}},\n",
-      "{{0.295000,0.393000,0.099000}},\n",
-      "{{0.295000,0.393000,0.197000}},\n",
-      "{{0.295000,0.491000,0.001000}},\n",
-      "{{0.295000,0.491000,0.099000}},\n",
-      "{{0.295000,0.491000,0.197000}},\n",
-      "{{0.295000,0.589000,0.001000}},\n",
-      "{{0.295000,0.589000,0.099000}},\n",
-      "{{0.295000,0.589000,0.197000}},\n",
-      "{{0.295000,0.687000,0.001000}},\n",
-      "{{0.295000,0.687000,0.099000}},\n",
-      "{{0.295000,0.687000,0.197000}},\n",
-      "{{0.295000,0.785000,0.001000}},\n",
-      "{{0.295000,0.785000,0.099000}},\n",
-      "{{0.295000,0.883000,0.001000}},\n",
-      "{{0.295000,0.981000,0.001000}},\n",
-      "{{0.393000,0.001000,0.001000}},\n",
-      "{{0.393000,0.001000,0.099000}},\n",
-      "{{0.393000,0.001000,0.197000}},\n",
-      "{{0.393000,0.001000,0.295000}},\n",
-      "{{0.393000,0.099000,0.001000}},\n",
-      "{{0.393000,0.099000,0.099000}},\n",
-      "{{0.393000,0.099000,0.197000}},\n",
-      "{{0.393000,0.099000,0.295000}},\n",
-      "{{0.393000,0.197000,0.001000}},\n",
-      "{{0.393000,0.197000,0.099000}},\n",
-      "{{0.393000,0.197000,0.197000}},\n",
-      "{{0.393000,0.197000,0.295000}},\n",
-      "{{0.393000,0.295000,0.001000}},\n",
-      "{{0.393000,0.295000,0.099000}},\n",
-      "{{0.393000,0.295000,0.197000}},\n",
-      "{{0.393000,0.295000,0.295000}},\n",
-      "{{0.393000,0.393000,0.001000}},\n",
-      "{{0.393000,0.393000,0.099000}},\n",
-      "{{0.393000,0.393000,0.197000}},\n",
-      "{{0.393000,0.393000,0.295000}},\n",
-      "{{0.393000,0.491000,0.001000}},\n",
-      "{{0.393000,0.491000,0.099000}},\n",
-      "{{0.393000,0.491000,0.197000}},\n",
-      "{{0.393000,0.491000,0.295000}},\n",
-      "{{0.393000,0.589000,0.001000}},\n",
-      "{{0.393000,0.589000,0.099000}},\n",
-      "{{0.393000,0.589000,0.197000}},\n",
-      "{{0.393000,0.687000,0.001000}},\n",
-      "{{0.393000,0.687000,0.099000}},\n",
-      "{{0.393000,0.785000,0.001000}},\n",
-      "{{0.393000,0.785000,0.099000}},\n",
-      "{{0.393000,0.883000,0.001000}},\n",
-      "{{0.393000,0.981000,0.001000}},\n",
-      "{{0.491000,0.001000,0.001000}},\n",
-      "{{0.491000,0.001000,0.099000}},\n",
-      "{{0.491000,0.001000,0.197000}},\n",
-      "{{0.491000,0.001000,0.295000}},\n",
-      "{{0.491000,0.001000,0.393000}},\n",
-      "{{0.491000,0.099000,0.001000}},\n",
-      "{{0.491000,0.099000,0.099000}},\n",
-      "{{0.491000,0.099000,0.197000}},\n",
-      "{{0.491000,0.099000,0.295000}},\n",
-      "{{0.491000,0.099000,0.393000}},\n",
-      "{{0.491000,0.197000,0.001000}},\n",
-      "{{0.491000,0.197000,0.099000}},\n",
-      "{{0.491000,0.197000,0.197000}},\n",
-      "{{0.491000,0.197000,0.295000}},\n",
-      "{{0.491000,0.197000,0.393000}},\n",
-      "{{0.491000,0.295000,0.001000}},\n",
-      "{{0.491000,0.295000,0.099000}},\n",
-      "{{0.491000,0.295000,0.197000}},\n",
-      "{{0.491000,0.295000,0.295000}},\n",
-      "{{0.491000,0.393000,0.001000}},\n",
-      "{{0.491000,0.393000,0.099000}},\n",
-      "{{0.491000,0.393000,0.197000}},\n",
-      "{{0.491000,0.393000,0.295000}},\n",
-      "{{0.491000,0.491000,0.001000}},\n",
-      "{{0.491000,0.491000,0.099000}},\n",
-      "{{0.491000,0.491000,0.197000}},\n",
-      "{{0.491000,0.589000,0.001000}},\n",
-      "{{0.491000,0.589000,0.099000}},\n",
-      "{{0.491000,0.589000,0.197000}},\n",
-      "{{0.491000,0.687000,0.001000}},\n",
-      "{{0.491000,0.687000,0.099000}},\n",
-      "{{0.491000,0.785000,0.001000}},\n",
-      "{{0.491000,0.785000,0.099000}},\n",
-      "{{0.491000,0.883000,0.001000}},\n",
-      "{{0.491000,0.981000,0.001000}},\n",
-      "{{0.589000,0.001000,0.001000}},\n",
-      "{{0.589000,0.001000,0.099000}},\n",
-      "{{0.589000,0.001000,0.197000}},\n",
-      "{{0.589000,0.001000,0.295000}},\n",
-      "{{0.589000,0.001000,0.393000}},\n",
-      "{{0.589000,0.099000,0.001000}},\n",
-      "{{0.589000,0.099000,0.099000}},\n",
-      "{{0.589000,0.099000,0.197000}},\n",
-      "{{0.589000,0.099000,0.295000}},\n",
-      "{{0.589000,0.197000,0.001000}},\n",
-      "{{0.589000,0.197000,0.099000}},\n",
-      "{{0.589000,0.197000,0.197000}},\n",
-      "{{0.589000,0.197000,0.295000}},\n",
-      "{{0.589000,0.295000,0.001000}},\n",
-      "{{0.589000,0.295000,0.099000}},\n",
-      "{{0.589000,0.295000,0.197000}},\n",
-      "{{0.589000,0.393000,0.001000}},\n",
-      "{{0.589000,0.393000,0.099000}},\n",
-      "{{0.589000,0.393000,0.197000}},\n",
-      "{{0.589000,0.491000,0.001000}},\n",
-      "{{0.589000,0.491000,0.099000}},\n",
-      "{{0.589000,0.491000,0.197000}},\n",
-      "{{0.589000,0.589000,0.001000}},\n",
-      "{{0.589000,0.589000,0.099000}},\n",
-      "{{0.589000,0.687000,0.001000}},\n",
-      "{{0.589000,0.687000,0.099000}},\n",
-      "{{0.589000,0.785000,0.001000}},\n",
-      "{{0.589000,0.883000,0.001000}},\n",
-      "{{0.589000,0.981000,0.001000}},\n",
-      "{{0.687000,0.001000,0.001000}},\n",
-      "{{0.687000,0.001000,0.099000}},\n",
-      "{{0.687000,0.001000,0.197000}},\n",
-      "{{0.687000,0.001000,0.295000}},\n",
-      "{{0.687000,0.099000,0.001000}},\n",
-      "{{0.687000,0.099000,0.099000}},\n",
-      "{{0.687000,0.099000,0.197000}},\n",
-      "{{0.687000,0.197000,0.001000}},\n",
-      "{{0.687000,0.197000,0.099000}},\n",
-      "{{0.687000,0.197000,0.197000}},\n",
-      "{{0.687000,0.295000,0.001000}},\n",
-      "{{0.687000,0.295000,0.099000}},\n",
-      "{{0.687000,0.295000,0.197000}},\n",
-      "{{0.687000,0.393000,0.001000}},\n",
-      "{{0.687000,0.393000,0.099000}},\n",
-      "{{0.687000,0.491000,0.001000}},\n",
-      "{{0.687000,0.491000,0.099000}},\n",
-      "{{0.687000,0.589000,0.001000}},\n",
-      "{{0.687000,0.589000,0.099000}},\n",
-      "{{0.687000,0.687000,0.001000}},\n",
-      "{{0.687000,0.785000,0.001000}},\n",
-      "{{0.687000,0.883000,0.001000}},\n",
-      "{{0.687000,0.981000,0.001000}},\n",
-      "{{0.785000,0.001000,0.001000}},\n",
-      "{{0.785000,0.001000,0.099000}},\n",
-      "{{0.785000,0.001000,0.197000}},\n",
-      "{{0.785000,0.099000,0.001000}},\n",
-      "{{0.785000,0.099000,0.099000}},\n",
-      "{{0.785000,0.197000,0.001000}},\n",
-      "{{0.785000,0.197000,0.099000}},\n",
-      "{{0.785000,0.295000,0.001000}},\n",
-      "{{0.785000,0.295000,0.099000}},\n",
-      "{{0.785000,0.393000,0.001000}},\n",
-      "{{0.785000,0.393000,0.099000}},\n",
-      "{{0.785000,0.491000,0.001000}},\n",
-      "{{0.785000,0.491000,0.099000}},\n",
-      "{{0.785000,0.589000,0.001000}},\n",
-      "{{0.785000,0.687000,0.001000}},\n",
-      "{{0.785000,0.785000,0.001000}},\n",
-      "{{0.785000,0.883000,0.001000}},\n",
-      "{{0.785000,0.981000,0.001000}},\n",
-      "{{0.883000,0.001000,0.001000}},\n",
-      "{{0.883000,0.001000,0.099000}},\n",
-      "{{0.883000,0.099000,0.001000}},\n",
-      "{{0.883000,0.099000,0.099000}},\n",
-      "{{0.883000,0.197000,0.001000}},\n",
-      "{{0.883000,0.295000,0.001000}},\n",
-      "{{0.883000,0.393000,0.001000}},\n",
-      "{{0.883000,0.491000,0.001000}},\n",
-      "{{0.883000,0.589000,0.001000}},\n",
-      "{{0.883000,0.687000,0.001000}},\n",
-      "{{0.883000,0.785000,0.001000}},\n",
-      "{{0.883000,0.883000,0.001000}},\n",
-      "{{0.883000,0.981000,0.001000}},\n",
-      "{{0.981000,0.001000,0.001000}},\n",
-      "{{0.981000,0.099000,0.001000}},\n",
-      "{{0.981000,0.197000,0.001000}},\n",
-      "{{0.981000,0.295000,0.001000}},\n",
-      "{{0.981000,0.393000,0.001000}},\n",
-      "{{0.981000,0.491000,0.001000}},\n",
-      "{{0.981000,0.589000,0.001000}},\n",
-      "{{0.981000,0.687000,0.001000}},\n",
-      "{{0.981000,0.785000,0.001000}},\n",
-      "{{0.981000,0.883000,0.001000}}};\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "db    = 'ig'\n",
-    "text_file   = open(out_name, \"w\")\n",
-    "out   = np.array(xeos_list)\n",
-    "npc   = len(out);\n",
-    "nxeos = d;\n",
-    "pp    = 'struct ss_pc '+db+'_'+ss+'_pc_xeos['+str(len(out))+'] = {\\n';\n",
-    "for i in range(0,npc):\n",
-    "    pp += '{{'\n",
-    "    for j in range(0,nxeos):\n",
-    "        pp += str('%1.6f' %out[i][j])\n",
-    "        if j < nxeos-1:\n",
-    "            pp += (',')\n",
-    "        else:\n",
-    "            if i < npc-1:\n",
-    "                pp += '}},'\n",
-    "            else:\n",
-    "                pp += '}}};'\n",
-    "    pp += '\\n'\n",
-    "    \n",
-    "print(pp) \n",
-    "\n",
-    "n         = text_file.write(pp)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.9"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/python/EM_extract_from_SS.ipynb b/python/EM_extract_from_SS.ipynb
deleted file mode 100755
index d96eb10d..00000000
--- a/python/EM_extract_from_SS.ipynb
+++ /dev/null
@@ -1,276 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import matplotlib.pyplot as plt\n",
-    "import numpy as np\n",
-    "import math  as math\n",
-    "from   scipy.optimize import minimize\n",
-    "from   sympy import *"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "code_folding": [
-     10,
-     29
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "#first clean up the end-member file, remove first and last lines of the file\n",
-    "path = './database_Igneous_H2018/tc-ds634.txt'\n",
-    "gem = open(path,'r')\n",
-    "\n",
-    "#declare endmember structure, name + thermodynamic data\n",
-    "em = {}\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "c=1;\n",
-    "for line in gem:\n",
-    "    words = line.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    em[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "        \n",
-    "pp = {};       \n",
-    "for name in em:\n",
-    "    #Chemical composition\n",
-    "    el_comp = np.zeros(19);\n",
-    "    chem_comp = np.zeros(11);\n",
-    "    \n",
-    "    y  = 1;\n",
-    "    l = len(em[name][0])-1;\n",
-    "\n",
-    "    while y < l:\n",
-    "        el_comp[int(em[name][0][y])-1] = em[name][0][y+1];\n",
-    "        y = y + 2;\n",
-    "\n",
-    "    #Normalization of endmember composition\n",
-    "    chem_comp = [el_comp[0], el_comp[2]/2, el_comp[6], el_comp[4], el_comp[3], el_comp[8]/2,el_comp[7]/2, el_comp[1],el_comp[9], el_comp[18]/2,el_comp[10]/2];\n",
-    "\n",
-    "    if 2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10] != el_comp[8]:\n",
-    "        chem_comp[8] =  chem_comp[8] - (2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10]);\n",
-    "        \n",
-    "    pp[name] = chem_comp"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[1, 2, 3, 19, 4, 5, 7, 8, 9, 10, 11]\n"
-     ]
-    }
-   ],
-   "source": [
-    "pp = []   \n",
-    "for i in em:\n",
-    "    pp.append(i) \n",
-    "    \n",
-    "# Si 1\n",
-    "# Ti 2\n",
-    "# Al 3\n",
-    "# Cr 19\n",
-    "# Fe 4\n",
-    "# Mg 5\n",
-    "# Ca 7\n",
-    "# Na 8\n",
-    "# K 9\n",
-    "# O 10\n",
-    "# H 11\n",
-    "\n",
-    "ox   = [1,2,3,19,4,5,7,8,9,10,11]\n",
-    "noDB = []\n",
-    "for i in em:\n",
-    "#     print(em[i][0])\n",
-    "    for x in range(1, len(em[i][0])-1, 2):\n",
-    "        if em[i][0][x] not in ox:\n",
-    "            noDB.append(i)\n",
-    "            \n",
-    "print(ox)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# open solid solution file\n",
-    "path = './database_Igneous_H2018/tc-ig50NCKFMASHTOCr.txt'\n",
-    "gss = open(path,'r')\n",
-    "ph_list = ['liq', 'fl', 'pli', 'plc', 'ol', 'ksp', 'mu', 'bi', 'g', 'ep', 'cd', 'opx', 'cpx', 'spn', 'hb', 'ilm','']\n",
-    "#declare solid-solution structure\n",
-    "ph_em = {};\n",
-    "\n",
-    "#read thermocalc solid solution file\n",
-    "ss = 0;\n",
-    "ls = 0\n",
-    "for line in gss:\n",
-    "    words = line.split()\n",
-    "    count = len(words)\n",
-    "    \n",
-    "    if count > 0:\n",
-    "        if words[0] == ph_list[ss]:\n",
-    "            nam = words[0];\n",
-    "            ph_em[nam] = [];\n",
-    "            ss += 1\n",
-    "            ls = 0\n",
-    "            \n",
-    "        if words[0][0:2] == 'p(':\n",
-    "            ph_em[nam].append(words[0][2:-1])\n",
-    "            \n",
-    "        if words[0] == 'make':\n",
-    "            for i in words:\n",
-    "                if i in pp:\n",
-    "                    ph_em[nam].append(i)\n",
-    "\n",
-    "            ls += 1\n",
-    "                    \n",
-    "            \n",
-    "    if ss == len(ph_list):\n",
-    "        break"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "['q4L', 'sl1L', 'wo1L', 'fo2L', 'fa2L', 'jdL', 'hmL', 'ekL', 'tiL', 'kjL', 'ctL', 'h2o1L', 'qL', 'silL', 'woL', 'foL', 'faL', 'abL', 'qL', 'hemL', 'eskL', 'ruL', 'kspL', 'qL', 'woL', 'silL', 'qL', 'h2oL', 'qfL', 'slfL', 'wofL', 'fofL', 'fafL', 'jdfL', 'hmfL', 'ekfL', 'tifL', 'kjfL', 'H2O', 'qL', 'silL', 'woL', 'foL', 'faL', 'abL', 'qL', 'hemL', 'eskL', 'ruL', 'kspL', 'qL', 'abhI', 'an', 'san', 'abh', 'abh', 'anC', 'san', 'an', 'mont', 'fa', 'fo', 'cfm', 'fa', 'fo', 'san', 'abh', 'anC', 'an', 'mu', 'cel', 'fcel', 'pa', 'mam', 'fmu', 'ma', 'andr', 'gr', 'mu', 'phl', 'annm', 'obi', 'east', 'tbi', 'fbi', 'ann', 'ann', 'phl', 'br', 'phl', 'ru', 'andr', 'east', 'gr', 'py', 'alm', 'gr', 'andr', 'knom', 'tig', 'knor', 'py', 'per', 'ru', 'cor', 'cz', 'ep', 'fep', 'crd', 'fcrd', 'hcrd', 'en', 'fs', 'fm', 'odi', 'mgts', 'cren', 'obuf', 'mess', 'ojd', 'en', 'fs', 'di', 'mgts', 'kos', 'jd', 'mgts', 'per', 'ru', 'cor', 'mgts', 'acm', 'jd', 'jd', 'di', 'cfs', 'cats', 'crdi', 'cess', 'cbuf', 'jd', 'cen', 'cfm', 'kjd', 'fs', 'cats', 'kos', 'jd', 'cats', 'acm', 'jd', 'cats', 'per', 'ru', 'cor', 'en', 'en', 'fs', 'jd', 'abh', 'san', 'nsp', 'isp', 'nhc', 'ihc', 'nmt', 'imt', 'pcr', 'qndm', 'sp', 'sp', 'herc', 'herc', 'mt', 'mt', 'picr', 'qnd', 'tr', 'tsm', 'prgm', 'glm', 'cumm', 'grnm', 'a', 'b', 'mrb', 'kprg', 'tts', 'ts', 'parg', 'gl', 'grun', 'cumm', 'grun', 'cumm', 'grun', 'gl', 'gr', 'andr', 'mu', 'pa', 'parg', 'dsp', 'ru', 'ts', 'oilm', 'dilm', 'dhem', 'ilm', 'ilm', 'hem']\n",
-      "211\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "em_in_ss = []\n",
-    "for i in ph_em:\n",
-    "    for j in ph_em[i]:\n",
-    "        em_in_ss.append(j)\n",
-    "        \n",
-    "print((em_in_ss))\n",
-    "print(len(em_in_ss))\n",
-    "print('')\n",
-    "# print(sorted(pp))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "['H2O', 'lrn', 'chum', 'chdr', 'mwd', 'fwd', 'mrw', 'frw', 'mpv', 'fpv', 'apv', 'npv', 'ppv', 'cpv', 'mak', 'fak', 'maj', 'nagt', 'ski', 'uv', 'osma', 'osmm', 'osfa', 'vsv', 'and', 'ky', 'sill', 'smul', 'amul', 'tpz', 'mst', 'fst', 'mctd', 'fctd', 'merw', 'zo', 'law', 'mpm', 'fpm', 'jgd', 'geh', 'ak', 'rnk', 'phA', 'phD', 'phE', 'shB', 'sph', 'cstn', 'tcn', 'pren', 'hen', 'hfs', 'hed', 'caes', 'wo', 'pswo', 'wal', 'fact', 'fgl', 'nyb', 'rieb', 'anth', 'fanth', 'ged', 'spr4', 'spr5', 'fspr', 'mcar', 'fcar', 'deer', 'naph', 'tan', 'clin', 'ames', 'afchl', 'daph', 'sud', 'fsud', 'prl', 'ta', 'fta', 'tats', 'tap', 'nta', 'minn', 'minm', 'kao', 'pre', 'fpre', 'chr', 'liz', 'glt', 'fstp', 'mstp', 'atg', 'ab', 'mic', 'kcm', 'wa', 'hol', 'q', 'trd', 'crst', 'coe', 'stv', 'ne', 'cg', 'cgh', 'macf', 'mscf', 'fscf', 'nacf', 'cacf', 'manal', 'nanal', 'msnal', 'fsnal', 'canal', 'kls', 'lc', 'wrk', 'lmt', 'heu', 'stlb', 'anl', 'lime', 'fper', 'wu', 'mcor', 'esk', 'geik', 'mft', 'usp', 'gth', 'iron']\n",
-      "136\n"
-     ]
-    }
-   ],
-   "source": [
-    "gas  = ['O2', 'H2']\n",
-    "aqSp = ['AlOH3', 'KOH', 'aqSi']\n",
-    "liq  = ['perL', 'limL', 'corL', 'enL', 'diL', 'anL', 'neL', 'lcL']\n",
-    "#i not in em_in_ss and\n",
-    "final_em = ['H2O']\n",
-    "for i in pp:\n",
-    "    if  i not in noDB and i not in gas and i not in aqSp and i not in liq and i not in em_in_ss:\n",
-    "        final_em.append(i)\n",
-    "        \n",
-    "print(final_em)\n",
-    "print(len(final_em))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.9"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/python/MAGEMin_ol_PC.txt b/python/MAGEMin_ol_PC.txt
deleted file mode 100644
index e69de29b..00000000
diff --git a/python/MAGEMin_tc-ds634.txt b/python/MAGEMin_tc-ds634.txt
deleted file mode 100644
index ff8e7b03..00000000
--- a/python/MAGEMin_tc-ds634.txt
+++ /dev/null
@@ -1,2331 +0,0 @@
-struct em_db arr_em_db[291] = {
-    {
-        "fo",
-        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},
-        {-2172.45, 0.0951, 4.366},
-        {0.2333, 1.494e-06, -603.8, -1.8697},
-        {2.85e-05, 1285.0, 3.84, -0.003, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {810.0,0.00182,-140.0}
-    },
-    {
-        "fa",
-        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},
-        {-1477.52, 0.151, 4.631},
-        {0.2011, 1.733e-05, -1960.6, -0.9009},
-        {2.82e-05, 1256.0, 4.68, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {510.0,0.00062,-108.0}
-    },
-    {
-        "teph",
-        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 5.0},
-        {-1733.86, 0.1559, 4.899},
-        {0.2196, 0.0, -1292.7, -1.3083},
-        {2.86e-05, 1256.0, 4.68, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {510.0,0.00062,-108.0}
-    },
-    {
-        "lrn",
-        {1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},
-        {-2306.86, 0.1276, 5.16},
-        {0.2475, -3.206e-06, 0.0, -2.0519},
-        {2.9e-05, 985.0, 4.07, -0.0041, 1.0, 1710.0, 0.01003, 0.05, 0.0, 0.0, 0.0},
-        {510.0,0.00062,-108.0}
-    },
-    {
-        "mont",
-        {1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},
-        {-2251.16, 0.1095, 5.148},
-        {0.2507, -1.0433e-05, -797.2, -1.9961},
-        {2.87e-05, 1134.0, 3.87, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {510.0,0.00062,-108.0}
-    },
-    {
-        "chum",
-        {4.0, 0.0, 0.0, 9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 33.0},
-        {-9613.02, 0.4405, 19.801},
-        {1.071, -1.6533e-05, -7899.6, -7.3739},
-        {3.2e-05, 1199.0, 4.58, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {510.0,0.00062,-108.0}
-    },
-    {
-        "chdr",
-        {2.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 19.0},
-        {-5254.66, 0.26, 11.084},
-        {0.625, -1.088e-06, -2259.9, -4.9107},
-        {1.82e-05, 1161.0, 4.8, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "mwd",
-        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},
-        {-2138.03, 0.0939, 4.051},
-        {0.2087, 3.942e-06, -1709.5, -1.3028},
-        {2.37e-05, 1726.0, 3.84, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "fwd",
-        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},
-        {-1467.69, 0.146, 4.321},
-        {0.2011, 1.733e-05, -1960.6, -0.9009},
-        {2.73e-05, 1690.0, 4.35, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "mrw",
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-        "OH-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.5, 2.0},
-        {-230.02, -0.01071, -0.418},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1372, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Na+",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},
-        {-240.3, 0.0584, -0.111},
-        {0.0, 0.0001913, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0306, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "K+",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},
-        {-252.17, 0.10104, 0.906},
-        {0.0, 7.27e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0072, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Ca++",
-        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-543.3, -0.0565, -1.806},
-        {0.0, -6.9e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0463, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Mg++",
-        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-465.96, -0.1381, -2.155},
-        {0.0, -4.62e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0265, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Fe++",
-        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-90.42, -0.10711, -2.22},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0339, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Al+++",
-        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.5, 0.0, 0.0, 1.0},
-        {-527.23, -0.3163, -4.44},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1427, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "CO3--",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 3.0},
-        {-675.23, -0.05, -0.502},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.2908, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "AlOH3",
-        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5, 7.0},
-        {-1251.85, 0.0536, 0.0},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1015, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "AlOH4-",
-        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 2.0, 9.0},
-        {-1495.78, 0.1269, 0.0},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0965, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "KOH",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 1.0, 0.0, 0.5, 4.0},
-        {-473.62, 0.10962, -0.8},
-        {0.0, 9.45e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0293, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "HCl",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},
-        {-162.13, 0.05673, 1.779},
-        {0.0, 9.03e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.054, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "KCl",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},
-        {-400.03, 0.18481, 4.409},
-        {0.0, 5.43e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.038, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "NaCl",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},
-        {-399.88, 0.12609, 2.226},
-        {0.0, 0.0001913, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "CaCl2",
-        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-877.06, 0.046, 3.26},
-        {0.0, 0.0001369, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0343, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "CaCl+",
-        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-701.28, 0.02736, 0.574},
-        {0.0, -6.9e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.04, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "MgCl2",
-        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-796.08, -0.02243, 2.92},
-        {0.0, 0.0002399, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0186, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "MgCl+",
-        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-632.48, -0.08137, 0.126},
-        {0.0, -4.62e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1126, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "FeCl2",
-        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-375.34, 0.10988, 2.7},
-        {0.0, 0.0004503, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0124, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "aqSi",
-        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},
-        {-887.76, 0.04635, 1.832},
-        {0.0, 0.0001775, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0283, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "HS-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},
-        {-16.11, 0.0682, 2.065},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.092, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "HSO3-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5, 0.0, 0.5, 4.0},
-        {-626.22, 0.13975, 3.33},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0058, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "SO42-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 4.0},
-        {-909.6, 0.01883, 1.388},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.268, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "HSO4-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 0.0, 0.5, 5.0},
-        {-889.1, 0.12552, 3.52},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.022, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    }
-};
-
diff --git a/python/P2X.ipynb b/python/P2X.ipynb
deleted file mode 100755
index ed2b5bc4..00000000
--- a/python/P2X.ipynb
+++ /dev/null
@@ -1,766 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# Script to generate a function that converts endmember fraction to x-eos for the Thermocalc formulation\n",
-    "# see Holland et al., 2011, 2018 for more detais on the formulation\n",
-    "# last update 25.01.22, NR\n",
-    "\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "from   sympy import *"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# FLUIDS\n",
-    "\n",
-    "p0  = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "p1  = sympify('sl');\n",
-    "p2  = sympify('wo');\n",
-    "p3  = sympify('fo');\n",
-    "p4  = sympify('fa');\n",
-    "p5  = sympify('jd');\n",
-    "p6  = sympify('hm');\n",
-    "p7  = sympify('ek');\n",
-    "p8  = sympify('ti');\n",
-    "p9  = sympify('kj');\n",
-    "p10 = sympify('h2o');\n",
-    "\n",
-    "wo  = sympify('p1');\n",
-    "sl  = sympify('p2');\n",
-    "fo  = sympify('p3');\n",
-    "fa  = sympify('p4');\n",
-    "jd  = sympify('p5');\n",
-    "hm  = sympify('p6');\n",
-    "ek  = sympify('p7');\n",
-    "ti  = sympify('p8');\n",
-    "kj  = sympify('p9');\n",
-    "h2o = sympify('p10');"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#  PLC\n",
-    "\n",
-    "p0 = sympify('1 - k - ca');\n",
-    "p1 = sympify('ca');\n",
-    "p2 = sympify('k');\n",
-    "\n",
-    "ca = sympify('p1');\n",
-    "k  = sympify('p2');    \n",
-    "\n",
-    "list_sym = [x,c,Q]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# OLIVINE\n",
-    "\n",
-    "p0 = sympify('c');\n",
-    "p1 = sympify('-Q + x');\n",
-    "p2 = sympify('1 - c - Q - x + c*x');\n",
-    "p3 = sympify('2*Q + (-c)*x');\n",
-    "\n",
-    "x = sympify('(2.0*p1+p3)/(2.0-p0)');\n",
-    "c = sympify('p0');\n",
-    "Q = sympify('-p0 - p2 + 1.0 + (p0 - 1.0)*(2.0*p1 + p3)/(2.0 - p0)');\n",
-    "\n",
-    "list_sym = [x,c,Q]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST OLIVINE P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.10258677,0.00274599,0.00015588];\n",
-    "    p0 = 0.00275;\n",
-    "    p1 = 0.10243;\n",
-    "    p2 = 0.89479;\n",
-    "    p3 = 0.00003;\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# KSP\n",
-    "\n",
-    "p0 = sympify('1- ca - na');\n",
-    "p1 = sympify('na');\n",
-    "p2 = sympify('ca');\n",
-    "\n",
-    "na = sympify('p1');\n",
-    "ca = sympify('p2');\n",
-    "\n",
-    "list_sym = [na,ca]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# CORDIERITE\n",
-    "\n",
-    "p0 = sympify('1 - h - x');\n",
-    "p1 = sympify('x');\n",
-    "p2 = sympify('h');\n",
-    "\n",
-    "x = sympify('p1');\n",
-    "h = sympify('p2');\n",
-    "\n",
-    "list_sym = [x,h]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# EPIDOTE\n",
-    "\n",
-    "p0 = sympify('1 - f - Q');\n",
-    "p1 = sympify('2*Q');\n",
-    "p2 = sympify('f - Q');\n",
-    "\n",
-    "f = sympify('p2 + p1/2.0');\n",
-    "Q = sympify('p1/2.0');"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# ILMENITE\n",
-    "\n",
-    "p0 = sympify('Q');\n",
-    "p1 = sympify('x - Q');\n",
-    "p2 = sympify('1 - x');\n",
-    "\n",
-    "x = sympify('p1+p0');\n",
-    "Q = sympify('p0');   \n",
-    "    \n",
-    "list_sym = [x,Q]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST ILM P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.95945717,0.87287637];\n",
-    "    p0 = 0.87288;\n",
-    "    p1 = 0.08658;\n",
-    "    p2 = 0.04054;\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# BIOTITE\n",
-    "\n",
-    "p0 = sympify('1 - f - t - x - y - 2/3*Q + f*x + t*x + x*y');\n",
-    "p1 = sympify('-1/3*Q + x');\n",
-    "p2 = sympify('Q + (-f)*x + (-t)*x + (-x)*y');\n",
-    "p3 = sympify('y');\n",
-    "p4 = sympify('t');\n",
-    "p5 = sympify('f');\n",
-    "\n",
-    "x = sympify('(p0-2.0*p1+p5+p4+p3 -1.0)/(p3+p4+p5-3.0)');\n",
-    "y = sympify('p3');\n",
-    "f = sympify('p5');\n",
-    "t = sympify('p4');\n",
-    "Q = sympify('3.0*( (p0-2.0*p1+p5+p4+p3 -1.0)/(p3+p4+p5-3.0) -p1)');\n",
-    "\n",
-    "list_sym = [x,y,f,t,Q]\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST BI P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.43585955,0.12492358,0.01386294,0.10302766,0.22376818];\n",
-    "    p0 = 0.27854;\n",
-    "    p1 = 0.36127;\n",
-    "    p2 = 0.11837;\n",
-    "    p3 = 0.12492;\n",
-    "    p4 = 0.10303;\n",
-    "    p5 = 0.01386;\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# MUSCOVITE\n",
-    "\n",
-    "p0 = sympify('-c - f - n + y');\n",
-    "p1 = sympify('1. - x - y + x*y');\n",
-    "p2 = sympify('x + (-x)*y');\n",
-    "p3 = sympify('n');\n",
-    "p4 = sympify('c');\n",
-    "p5 = sympify('f');\n",
-    "\n",
-    "x = sympify('p2/(1-(p0+p4+p5+p3))');\n",
-    "y = sympify('p0+p4+p5+p3');\n",
-    "f = sympify('p5');\n",
-    "n = sympify('p3');\n",
-    "c = sympify('p4');\n",
-    "\n",
-    "\n",
-    "list_sym = [x,y,f,n,c]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST MU P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.14210295,0.64449219,0.00749048,0.01148874,0.00453183];\n",
-    "    p0 = 0.62098;\n",
-    "    p1 = 0.30499;\n",
-    "    p2 = 0.05052;\n",
-    "    p3 = 0.01149;\n",
-    "    p4 = 0.00453;\n",
-    "    p5 = 0.00749;\n",
-    "    \n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# GARNET\n",
-    "    \n",
-    "p0 = sympify('1 - c - cr - x - 4*t + c*x');\n",
-    "p1 = sympify('x + (-c)*x');\n",
-    "p2 = sympify('c - f');\n",
-    "p3 = sympify('f');\n",
-    "p4 = sympify('cr');\n",
-    "p5 = sympify('4*t');\n",
-    "\n",
-    "x  = sympify('(p0+p4+p5+p2+p3-1.0)/(-1.0+p2+p3)');\n",
-    "c  = sympify('p2+p3');\n",
-    "f  = sympify('p3');\n",
-    "cr = sympify('p4');\n",
-    "t  = sympify('p5/4.0');\n",
-    "\n",
-    "\n",
-    "list_sym = [x,c,f,cr,t]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST G P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.17586527,0.14076493,0.02172293,0.04200490,0.01551612];\n",
-    "    p0 = 0.60406;\n",
-    "    p1 = 0.15111;\n",
-    "    p2 = 0.11904;\n",
-    "    p3 = 0.02172;\n",
-    "    p4 = 0.04200;\n",
-    "    p5 = 0.06206;\n",
-    "\n",
-    "    \n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# CLINOPYROXENE\n",
-    "\n",
-    "p0 = sympify('1 - k - n - o - y');\n",
-    "p1 = sympify('Q + x + (-k)*Q + (-n)*Q + Q*t + (-k)*x + (-n)*x + t*x + (-Q)*y + (-x)*y');\n",
-    "p2 = sympify('-cr - f + y - 2*t');\n",
-    "p3 = sympify('cr');\n",
-    "p4 = sympify('f');\n",
-    "p5 = sympify('2*t');\n",
-    "p6 = sympify('n');\n",
-    "p7 = sympify('o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x + (-Q)*y');\n",
-    "p8 = sympify('-x - 2*Q + 2*k*Q + 2*n*Q + (-2*Q)*t + k*x + n*x + o*x + (-t)*x + 2*Q*y + x*y');\n",
-    "p9 = sympify('k');\n",
-    "\n",
-    "x = sympify('(2*p1 + p8)/(p1 - p2 - p3 - p4 - 0.5*p5 - p6 + p7 + p8 - p9 + 1.0)');\n",
-    "y = sympify('p2 + p3 + p4 + p5');\n",
-    "o = sympify('p1+p7+p8');\n",
-    "n = sympify('p6');\n",
-    "Q = sympify('(p7 + ((2*p1 + p8)/(p1 - p2 - p3 - p4 - 0.5*p5 - p6 + p7 + p8 - p9 + 1.0) - 1.0)*(p1 + p7 + p8))/(-p2 - p3 - p4 - 0.5*p5 - p6 - p9 + 1.0)');\n",
-    "f = sympify('p4');\n",
-    "cr = sympify('p3');\n",
-    "t = sympify('p5/2.0');\n",
-    "k = sympify('p9');\n",
-    "\n",
-    "list_sym = [x,y,o,n,Q,f,cr,t,k]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST CPX P2X ########################\n",
-    "test     = 0\n",
-    "if test == 1:\n",
-    "    xeos_ref = [0.38552294,0.00708326,0.04959212,0.18271515,-0.02008405,0.03642399,0.00398276,0.00991117,0.00706569];\n",
-    "    p0 = 0.75354;\n",
-    "    p1 = 0.29712;\n",
-    "    p2 = -0.05315;\n",
-    "    p3 = 0.00398;\n",
-    "    p4 = 0.03642;\n",
-    "    p5 = 0.01982;\n",
-    "    p6 = 0.18272;\n",
-    "    p7 = 0.01414;\n",
-    "    p8 = -0.26167;\n",
-    "    p9 = 0.00707;\n",
-    "if test == 1:\n",
-    "    xeos_ref = [0.09516676,0.09192801,0.20493218,0.12079211,-0.02724966,0.02149974,0.01577012,0.01768745,0.00537929];\n",
-    "    p0 = 0.57697;\n",
-    "    p1 = 0.05431;\n",
-    "    p2 = 0.01928;\n",
-    "    p3 = 0.01577;\n",
-    "    p4 = 0.02150;\n",
-    "    p5 = 0.03537;\n",
-    "    p6 = 0.12079;\n",
-    "    p7 = 0.16364;\n",
-    "    p8 = -0.01301;\n",
-    "    p9 = 0.00538;   \n",
-    "    \n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# ORTHOPYROXENE\n",
-    "\n",
-    "p0 = sympify('1 - c - j + Q - x - y + (-j)*Q + Q*t + c*x + j*x + (-Q)*y');\n",
-    "p1 = sympify('Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y');\n",
-    "p2 = sympify('-2*Q + 2*j*Q + (-2*Q)*t + (-c)*x + (-t)*x + 2*Q*y + x*y');\n",
-    "p3 = sympify('c');\n",
-    "p4 = sympify('-cr - f + y - 2*t');\n",
-    "p5 = sympify('cr');\n",
-    "p6 = sympify('2*t');\n",
-    "p7 = sympify('f');\n",
-    "p8 = sympify('j');\n",
-    "\n",
-    "x  = sympify('(2.0*p1 + p2)/(p0 + p1 + p2 + 0.5*p6 - 1.0*p8 + 1.0)');\n",
-    "y  = sympify('1.0 - p3 - p8 - p0 - p1 - p2');\n",
-    "c  = sympify('p3');\n",
-    "Q  = sympify('(p1 + p2 + (2.0*p1 + p2)*(p3 + p8 - 1.0)/(p0 + p1 + p2 + 0.5*p6 - 1.0*p8 + 1.0))/(-p0 - p1 - p2 - p3 - 0.5*p6)');\n",
-    "f  = sympify('p7');\n",
-    "t  = sympify('p6/2.0');\n",
-    "cr = sympify('p5');\n",
-    "j  = sympify('p8');\n",
-    "\n",
-    "list_sym = [x,y,c,Q,f,t,cr,j]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST OPX P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.09599589,0.19535458,0.06041204,-0.04521255,0.01964486,0.00586162,0.02337611,0.00924897];\n",
-    "    p0 = 0.60945;\n",
-    "    p1 = 0.04069;\n",
-    "    p2 = 0.08485;\n",
-    "    p3 = 0.06041;\n",
-    "    p4 = 0.14061;\n",
-    "    p5 = 0.02338;\n",
-    "    p6 = 0.01172;\n",
-    "    p7 = 0.01964;\n",
-    "    p8 = 0.00925;\n",
-    "if test == 1:\n",
-    "    xeos_ref = [0.26373664,0.11085685,0.03384729,-0.15044842,0.02762258,0.00220531,0.00170431,0.00283887];\n",
-    "    p0 = 0.46472;\n",
-    "    p1 = 0.10066;\n",
-    "    p2 = 0.28708;\n",
-    "    p3 = 0.03385;\n",
-    "    p4 = 0.07712;\n",
-    "    p5 = 0.00170;\n",
-    "    p6 = 0.00441;\n",
-    "    p7 = 0.02762;\n",
-    "    p8 = 0.00284;\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#  SPINEL\n",
-    "\n",
-    "p0 = sympify('1/3 - 1/3*x - c + 2/3*Q1 - 2/3*t + (-1/3*t)*x');\n",
-    "p1 = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*x + (-2/3*t)*x');\n",
-    "p2 = sympify('1/3*x - 1/3*y + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y');\n",
-    "p3 = sympify('-2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y');\n",
-    "p4 = sympify('1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y');\n",
-    "p5 = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "p6 = sympify('c');\n",
-    "p7 = sympify('t');\n",
-    "\n",
-    "x  = sympify('(1.0 - p6 - p7 - p0 - p1)/(p7 + 1.0)');\n",
-    "y  = sympify('(p4 + p5)/(1.0 - p6 - p7)');\n",
-    "c  = sympify('p6');\n",
-    "t  = sympify('p7');\n",
-    "Q1 = sympify('3./2.*p0 - 1./2. + 3./2.*p6 + p7 + ((1.0 - p6 - p7 - p0 - p1)/(p7 + 1.0))/2.*(1.0+p7)');\n",
-    "Q2 = sympify('((1.0 - p6 - p7 - p0 - p1)/(p7 + 1.0))*(p7 + 1.0) - 3./2.*p3 - 3./2.*p5');\n",
-    "Q3 = sympify(' -3./2.*p4 + ((p4 + p5)/(1.0 - p6 - p7))*(1./2. -1./2.*p6 - 1./2.*p7)');\n",
-    "\n",
-    "list_sym = [x,y,c,t,Q1,Q2,Q3]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST SPN P2X ########################\n",
-    "test     = 3\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.14530210,0.01364890,0.04524775,0.00520042,0.50378445,0.08139748,0.02145414];\n",
-    "    p0 = 0.57179;\n",
-    "    p1 = 0.23171;\n",
-    "    p2 = 0.11293;\n",
-    "    p3 = 0.02016;\n",
-    "    p4 = -0.00998;\n",
-    "    p5 = 0.02294;\n",
-    "    p6 = 0.04525;\n",
-    "    p7 = 0.00520;\n",
-    "if test == 1:\n",
-    "    xeos_ref = [0.85688426,0.92051225,0.00484468,0.21109909,0.13337990,-0.16653942,0.08511600];\n",
-    "    p0 = -0.06925;\n",
-    "    p1 = -0.18447;\n",
-    "    p2 = 0.05106;\n",
-    "    p3 = 0.26497;\n",
-    "    p4 = 0.18383;\n",
-    "    p5 = 0.53790;\n",
-    "    p6 = 0.00484;\n",
-    "    p7 = 0.21110;\n",
-    "if test == 2:\n",
-    "    xeos_ref = [0.52844102,0.84762361,0.00004243,0.78862374,0.30502434,-0.17570745,0.25381234];\n",
-    "    p0 = -0.30417;\n",
-    "    p1 = -0.42968;\n",
-    "    p2 = 0.30742;\n",
-    "    p3 = 0.45863;\n",
-    "    p4 = -0.10950;\n",
-    "    p5 = 0.28863;\n",
-    "    p6 = 0.00004;\n",
-    "    p7 = 0.78862;\n",
-    "if test == 3:\n",
-    "    xeos_ref = [+0.126033,+0.040489,+0.114737,+0.004966,+0.505063,+0.070284,+0.052103];\n",
-    "    p0 = -0.627096;\n",
-    "    p1 = 0.627096;\n",
-    "    p2 = 0.450258;\n",
-    "    p3 = 1.450258;\n",
-    "    p4 = 0.116925;\n",
-    "    p5 = -0.0116925;\n",
-    "    p6 = 0.0;\n",
-    "    p7 = 0.0;\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#  AMPHIBOLE\n",
-    "\n",
-    "p0 = sympify('-1/2*a + c - f - t - y + z');\n",
-    "p1 = sympify('-1/2*a + f + y - z');\n",
-    "p2 = sympify('a + (-a)*k');\n",
-    "p3 = sympify('-f + z');\n",
-    "p4 = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z');\n",
-    "p5 = sympify('x - 2*Q2 - 5/2*Q1 + 2*f*Q2 + 2*Q2*t + c*x + (-f)*x + (-t)*x + 2*Q2*y + (-x)*y + x*z');\n",
-    "p6 = sympify('Q2 + 5/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "p7 = sympify('2*Q2 + 3/2*Q1 + (-2*f)*Q2 + (-2*Q2)*t + (-c)*x + f*x + t*x + (-2*Q2)*y + x*y + (-x)*z');\n",
-    "p8 = sympify('f');\n",
-    "p9 = sympify('a*k');\n",
-    "p10 = sympify('t'); \n",
-    "\n",
-    "x  = sympify('(-3.5*p5 - 2.0*p6 - 2.5*p7)/(-0.5*p0 + 0.5*p1 + 0.5*p10 + 0.5*p3 - 1.5*p4 - 1.5*p5 - 1.5*p6 - 1.5*p7 + 0.5*p8 - 2.0)');\n",
-    "y  = sympify('(p1-p0 + 1.0-p3-p8-p4-p6-p5-p7 -2*p8 - p10 + 2*(p3 + p8))/2.0');\n",
-    "z  = sympify('p3 + p8');\n",
-    "a  = sympify('p2 + p9');\n",
-    "k  = sympify('p9/(p2+p9)');\n",
-    "c  = sympify('1.0-p3-p8-p4-p6-p5-p7');\n",
-    "f  = sympify('p8');\n",
-    "t  = sympify('p10');\n",
-    "Q1 = sympify('(-3.5*p5 - 2.0*p6 - 2.5*p7)/(-0.5*p0 + 0.5*p1 + 0.5*p10 + 0.5*p3 - 1.5*p4 - 1.5*p5 - 1.5*p6 - 1.5*p7 + 0.5*p8 - 2.0) -p5 -p7');\n",
-    "Q2 = sympify('(p5 + p6 - (-3.5*p5 - 2.0*p6 - 2.5*p7)*(0.5*p0 - 0.5*p1 - 0.5*p10 - 0.5*p3 + 0.5*p4 + 0.5*p5 + 0.5*p6 + 0.5*p7 - 0.5*p8 + 0.5)/(-0.5*p0 + 0.5*p1 + 0.5*p10 + 0.5*p3 - 1.5*p4 - 1.5*p5 - 1.5*p6 - 1.5*p7 + 0.5*p8 - 2.0))/(-0.5*p0 + 0.5*p1 + 0.5*p10 + 0.5*p3 - 0.5*p4 - 0.5*p5 - 0.5*p6 - 0.5*p7 + 0.5*p8 - 0.5)');\n",
-    "\n",
-    "list_sym = [x,y,z,a,k,c,f,t,Q1,Q2]\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST HB P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.31096027,0.35637250,0.01393143,0.71276684,0.02311393,0.77797423,0.18093683,0.12339657,0.02398983,0.10664980];\n",
-    "    p0 = -0.22518;\n",
-    "    p1 = 0.16699;\n",
-    "    p2 = 0.69629;\n",
-    "    p3 = -0.16701;\n",
-    "    p4 = 0.07121;\n",
-    "    p5 = 0.21941;\n",
-    "    p6 = -0.15009;\n",
-    "    p7 = 0.06756;\n",
-    "    p8 = 0.18094;\n",
-    "    p9 = 0.01647;\n",
-    "    p10 = 0.12340; \n",
-    "    \n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#  LIQUID\n",
-    "\n",
-    "p0  = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "p1  = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "p2  = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "p3  = sympify('fo + 3/4*yct*fo');\n",
-    "p4  = sympify('fa + 3/4*yct*fa');\n",
-    "p5  = sympify('jd + 3/4*yct*jd');\n",
-    "p6  = sympify('hm + 3/4*yct*hm');\n",
-    "p7  = sympify('ek + 3/4*yct*ek');\n",
-    "p8  = sympify('ti + 3/4*yct*ti');\n",
-    "p9  = sympify('kj + 3/4*yct*kj');\n",
-    "p10 = sympify('yct');\n",
-    "p11 = sympify('h2o + 3/4*yct*h2o');\n",
-    "\n",
-    "wo  = sympify('(p2+p10)/(1.0+3./4.*p10)');\n",
-    "sl  = sympify('(p1+p10)/(1.0+3./4.*p10)');\n",
-    "fo  = sympify('p3/(1.0+3./4.*p10)');\n",
-    "fa  = sympify('p4/(1.0+3./4.*p10)');\n",
-    "jd  = sympify('p5/(1.0+3./4.*p10)');\n",
-    "hm  = sympify('p6/(1.0+3./4.*p10)');\n",
-    "ek  = sympify('p7/(1.0+3./4.*p10)');\n",
-    "ti  = sympify('p8/(1.0+3./4.*p10)');\n",
-    "kj  = sympify('p9/(1.0+3./4.*p10)');\n",
-    "yct = sympify('p10');\n",
-    "h2o = sympify('p11/(1.0+3./4.*p10)');\n",
-    "\n",
-    "list_sym = [wo,sl,fo,fa,jd,hm,ek,ti,kj,yct,h2o]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST LIQ P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.23136091,0.12504183,0.37708943,0.07771158,0.04138399,0.01589978,0.01804933,0.00828193,0.00165769,0.00073959,0.00000001];\n",
-    "    p0 = 0.10377;\n",
-    "    p1 = 0.12437;\n",
-    "    p2 = 0.23075;\n",
-    "    p3 = 0.37730;\n",
-    "    p4 = 0.07775;\n",
-    "    p5 = 0.04141;\n",
-    "    p6 = 0.01591;\n",
-    "    p7 = 0.01806;\n",
-    "    p8 = 0.00829;\n",
-    "    p9 = 0.00166;\n",
-    "    p10 = 0.00074; \n",
-    "    p11 = 0.00000;     \n",
-    "\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
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-     "delete_cmd_prefix": "del ",
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-     "varRefreshCmd": "print(var_dic_list())"
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-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
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diff --git a/python/PP_IGNEOUS_get_database_634.ipynb b/python/PP_IGNEOUS_get_database_634.ipynb
deleted file mode 100755
index 2017f0b7..00000000
--- a/python/PP_IGNEOUS_get_database_634.ipynb
+++ /dev/null
@@ -1,373 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# code to generate the C function for endmembers (pure species)\n",
-    "# Script for igneous database\n",
-    "\n",
-    "# last update 22.02.23, NR\n",
-    "\n",
-    "# Load needed libraries\n",
-    "# import nlopt\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "import random\n",
-    "\n",
-    "# Si 1\n",
-    "# Ti 2\n",
-    "# Al 3\n",
-    "# Cr 19\n",
-    "# Fe 4\n",
-    "# Mg 5\n",
-    "# Mn 6\n",
-    "# Ca 7\n",
-    "# Na 8\n",
-    "# K 9\n",
-    "# O 10\n",
-    "# H 11\n",
-    "\n",
-    "directory = 'TC_database'\n",
-    "database  = 'tc-ds634.txt'\n",
-    "pathTC    = directory+'/'+database\n",
-    "out_name  = 'MAGEMin_'+database\n",
-    "\n",
-    "bar2kbar  = 1e-3;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "def func_print(data):\n",
-    "    txt ='{'\n",
-    "    for i,val in enumerate(data):\n",
-    "        if i == len(data)-1:\n",
-    "            txt += str(val)\n",
-    "        else:\n",
-    "            txt += str(val)+', ' \n",
-    "    \n",
-    "    txt +='}'    \n",
-    "    return(txt)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# READ Perple_X db to add seismic data (+some new ones)\n",
-    "\n",
-    "# ref0: 1 bar, 298.15 K\n",
-    "path      = './Perple_X/hp02ver.dat'\n",
-    "shift     = 7;\n",
-    "gemPP     = open(path, encoding = \"ISO-8859-1\")\n",
-    "lineP     = gemPP.readlines()\n",
-    "\n",
-    "# create dictionary to store the shear modulus data along with the composition of the end-members\n",
-    "emPP      = {}\n",
-    "emTC      = {}\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "gemTC     = open(pathTC,'r')\n",
-    "\n",
-    "for i in range(0,len(lineP)):\n",
-    "\n",
-    "    if i > shift:\n",
-    "        words0 = lineP[i-shift].split();\n",
-    "        words1 = lineP[i+1-shift].split();\n",
-    "        words2 = lineP[i-1].split()\n",
-    "        words  = lineP[i].split()\n",
-    "\n",
-    "        count0 = len(words0)\n",
-    "        count1 = len(words1)\n",
-    "        count2 = int(len(words2)/3)\n",
-    "        count  = len(words)\n",
-    "        \n",
-    "        if count >= 1:\n",
-    "            if words[0] == 'end' and count0 == 0 and count1 > 0:\n",
-    "\n",
-    "                mu0     = [0.,0.,0.]\n",
-    "                n0      = lineP[i+1-shift].split()\n",
-    "                em_name = n0[0]\n",
-    "                \n",
-    "                c0      = lineP[i+2-shift].split()\n",
-    "                emPP[em_name] = c0;\n",
-    "                emPP[em_name].append(mu0)\n",
-    "                \n",
-    "                for j in range(0,count2):\n",
-    "                    emPP[em_name][1][j] = float(words2[(j+1)*3-1])\n",
-    "                    \n",
-    "mu0     = [0.,0.,0.]\n",
-    "emL2add = ['hemL','eskL','woL','ruL','H2O']\n",
-    "for i in emL2add:\n",
-    "    emPP[i] = ['-']\n",
-    "    emPP[i].append(mu0)    \n",
-    "    emPP[i][1][0] = 1e-16;\n",
-    "    \n",
-    "#add missing end-members \n",
-    "emPP['kos']  = emPP['jd']   #Kosmochlor = jadeite. I could not find any new data on shear modulus.   \n",
-    "\n",
-    "#ADD KNORRINGITE (Dymshits et al., 2014)\n",
-    "emPP['knor'] = ['Mg3Cr2Si3O12']\n",
-    "emPP['knor'].append([850000,1.4,-134])\n",
-    "\n",
-    "#ADD Picrochromite (Zou et al 2013) -> used Mg2SiO4 !?\n",
-    "emPP['picr'] = ['MgCr2O4']\n",
-    "emPP['picr'].append([1090000,0.58,-140])\n",
-    "\n",
-    "#ADD Quandelite (Zou et al 2013)  -> used MgFeSiO4 !?\n",
-    "emPP['qnd'] = ['(Mg,Fe3+)2(Ti,Fe3+,Al)O4']\n",
-    "emPP['qnd'].append([1190000,1.2,-150])\n",
-    "\n",
-    "# READ TC database\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "c=1;\n",
-    "for lineT in gemTC:\n",
-    "    words = lineT.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    emTC[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "        \n",
-    "        \n",
-    "for i in emPP:\n",
-    "    if (emPP[i][1][0] > 1e-15):\n",
-    "        emPP[i][1][0] *= bar2kbar;\n",
-    "        emPP[i][1][1] *= bar2kbar;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "#first clean up the end-member file, remove first and last lines of the file\n",
-    "\n",
-    "gem = open(pathTC,'r')\n",
-    "\n",
-    "#declare endmember structure, name + thermodynamic data\n",
-    "em = {}\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "c=1;\n",
-    "for line in gem:\n",
-    "    words = line.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    em[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "#\"SiO2\",\"Al2O3\",\"CaO\",\"MgO\",\"FeO\",\"K2O\",\"Na2O\",\"TiO2\",\"O\",\"Cr2O3\",\"H2O\"      \n",
-    "apo = [3.0,5.0,2.0,2.0,2.0,3.0,3.0,3.0,1.0,5.0,3.0]; #number of atoms per oxide\n",
-    "\n",
-    "# generate the C function\n",
-    "sp = '    '\n",
-    "op = ''\n",
-    "ip = ''\n",
-    "ip += 'char em_list['+str(len(em)-1)+'][5] = {'\n",
-    "for ix,i in enumerate(em):\n",
-    "    if ix <(len(em)-1):\n",
-    "        ip += '\"' + str(i)+'\", '\n",
-    "    else:\n",
-    "        ip += '\"' + str(i)+'\"'\n",
-    "ip += '};'\n",
-    "\n",
-    "op += 'struct EM_db arr_em_db['+str(len(em))+'] = {\\n'\n",
-    "\n",
-    "for ix,i in enumerate(em):\n",
-    "    op += sp +  '{\\n'\n",
-    "  \n",
-    "    op += sp + sp + '\"' + str(i)+'\",\\n'\n",
-    "    for jx,j in enumerate(em[i]):\n",
-    "        if jx == 0:\n",
-    "            #Chemical composition\n",
-    "            el_comp = np.zeros(19);\n",
-    "            chem_comp = np.zeros(11);\n",
-    "\n",
-    "            y  = 1;\n",
-    "            l = len(em[i][0])-1;\n",
-    "\n",
-    "            while y < l:\n",
-    "                el_comp[int(em[i][0][y])-1] = em[i][0][y+1];\n",
-    "                y = y + 2;\n",
-    "\n",
-    "            #Normalization of endmember composition\n",
-    "            chem_comp = [el_comp[0], el_comp[2]/2, el_comp[6], el_comp[4], el_comp[3], el_comp[8]/2,el_comp[7]/2, el_comp[1],el_comp[9], el_comp[18]/2,el_comp[10]/2];\n",
-    "\n",
-    "            if 2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10] != el_comp[8]:\n",
-    "                chem_comp[8] =  chem_comp[8] - (2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10]);\n",
-    "            \n",
-    "            apf = sum(np.array(chem_comp)*np.array(apo))\n",
-    "            chem_comp.append(apf)\n",
-    "            \n",
-    "            op += sp+ sp +func_print(chem_comp)+',\\n'\n",
-    "            \n",
-    "        elif jx < 3 and jx > 0:\n",
-    "            if jx == 1:\n",
-    "                op += sp+ sp +func_print(j)+',\\n'\n",
-    "            if jx == 2:\n",
-    "                op += sp+ sp +func_print(j)+',\\n' \n",
-    "        else:\n",
-    "            third_line = [0.0]*11\n",
-    "            for k,val in enumerate(j):\n",
-    "                third_line[k] = val\n",
-    "            op += sp+ sp +func_print(third_line)+',\\n'\n",
-    "   \n",
-    "\n",
-    "    if i in emPP:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += str(emPP[i][1][j])+','\n",
-    "            else:\n",
-    "                op += str(emPP[i][1][j])\n",
-    "        op += '}\\n'\n",
-    "    else:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += '0.0,'\n",
-    "            else:\n",
-    "                op += '0.0'\n",
-    "        op += '}\\n'\n",
-    "    \n",
-    "    \n",
-    "            \n",
-    "    if ix < len(em)-1:\n",
-    "        op += sp + '},\\n'\n",
-    "    else:\n",
-    "        op += sp + '}\\n'\n",
-    "        \n",
-    "op += '};\\n\\n'\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "i = 'fo'\n",
-    "print(em[i])\n",
-    "\n",
-    "y  = 1;\n",
-    "l = len(em[i][0])-1;\n",
-    "\n",
-    "while y < l:\n",
-    "    print(em[i][0][y+1]);\n",
-    "    y = y + 2;\n",
-    "\n",
-    "    \n",
-    "em[i]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(op)\n",
-    "text_file   = open(out_name, \"w\")\n",
-    "n           = text_file.write(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
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-    "version": 3
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-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
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-   },
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diff --git a/python/PP_IGNEOUS_get_database_635.ipynb b/python/PP_IGNEOUS_get_database_635.ipynb
deleted file mode 100755
index 49af6df4..00000000
--- a/python/PP_IGNEOUS_get_database_635.ipynb
+++ /dev/null
@@ -1,2692 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# code to generate the C function for endmembers (pure species)\n",
-    "# Script for igneous database\n",
-    "\n",
-    "# last update 23.04.23, NR\n",
-    "\n",
-    "# Load needed libraries\n",
-    "# import nlopt\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "import random\n",
-    "\n",
-    "# Si 1\n",
-    "# Ti 2\n",
-    "# Al 3\n",
-    "# Cr 19\n",
-    "# Fe 4\n",
-    "# Mg 5\n",
-    "# Mn 6\n",
-    "# Ca 7\n",
-    "# Na 8\n",
-    "# K 9\n",
-    "# O 10\n",
-    "# H 11\n",
-    "\n",
-    "directory = 'input_database_TC'\n",
-    "database  = 'tc-ds635.txt'\n",
-    "pathTC    = directory+'/'+database\n",
-    "out_name  = 'MAGEMin_'+database\n",
-    "\n",
-    "bar2kbar  = 1e-3;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "def func_print(data):\n",
-    "    txt ='{'\n",
-    "    for i,val in enumerate(data):\n",
-    "        if i == len(data)-1:\n",
-    "            txt += str(val)\n",
-    "        else:\n",
-    "            txt += str(val)+', ' \n",
-    "    \n",
-    "    txt +='}'    \n",
-    "    return(txt)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# READ Perple_X db to add seismic data (+some new ones)\n",
-    "\n",
-    "# ref0: 1 bar, 298.15 K\n",
-    "path      = './Perple_X/hp02ver.dat'\n",
-    "shift     = 7;\n",
-    "gemPP     = open(path, encoding = \"ISO-8859-1\")\n",
-    "lineP     = gemPP.readlines()\n",
-    "\n",
-    "# create dictionary to store the shear modulus data along with the composition of the end-members\n",
-    "emPP      = {}\n",
-    "emTC      = {}\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "gemTC     = open(pathTC,'r')\n",
-    "\n",
-    "for i in range(0,len(lineP)):\n",
-    "\n",
-    "    if i > shift:\n",
-    "        words0 = lineP[i-shift].split();\n",
-    "        words1 = lineP[i+1-shift].split();\n",
-    "        words2 = lineP[i-1].split()\n",
-    "        words  = lineP[i].split()\n",
-    "\n",
-    "        count0 = len(words0)\n",
-    "        count1 = len(words1)\n",
-    "        count2 = int(len(words2)/3)\n",
-    "        count  = len(words)\n",
-    "        \n",
-    "        if count >= 1:\n",
-    "            if words[0] == 'end' and count0 == 0 and count1 > 0:\n",
-    "\n",
-    "                mu0     = [0.,0.,0.]\n",
-    "                n0      = lineP[i+1-shift].split()\n",
-    "                em_name = n0[0]\n",
-    "                \n",
-    "                c0      = lineP[i+2-shift].split()\n",
-    "                emPP[em_name] = c0;\n",
-    "                emPP[em_name].append(mu0)\n",
-    "                \n",
-    "                for j in range(0,count2):\n",
-    "                    emPP[em_name][1][j] = float(words2[(j+1)*3-1])\n",
-    "                    \n",
-    "mu0     = [0.,0.,0.]\n",
-    "emL2add = ['hemL','eskL','woL','ruL','H2O']\n",
-    "for i in emL2add:\n",
-    "    emPP[i] = ['-']\n",
-    "    emPP[i].append(mu0)    \n",
-    "    emPP[i][1][0] = 1e-16;\n",
-    "    \n",
-    "#add missing end-members \n",
-    "emPP['kos']  = emPP['jd']   #Kosmochlor = jadeite. I could not find any new data on shear modulus.   \n",
-    "\n",
-    "#ADD KNORRINGITE (Dymshits et al., 2014)\n",
-    "emPP['knor'] = ['Mg3Cr2Si3O12']\n",
-    "emPP['knor'].append([850000,1.4,-134])\n",
-    "\n",
-    "#ADD Picrochromite (Zou et al 2013) -> used Mg2SiO4 !?\n",
-    "emPP['picr'] = ['MgCr2O4']\n",
-    "emPP['picr'].append([1090000,0.58,-140])\n",
-    "\n",
-    "#ADD Quandelite (Zou et al 2013)  -> used MgFeSiO4 !?\n",
-    "emPP['qnd'] = ['(Mg,Fe3+)2(Ti,Fe3+,Al)O4']\n",
-    "emPP['qnd'].append([1190000,1.2,-150])\n",
-    "\n",
-    "# READ TC database\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "c=1;\n",
-    "for lineT in gemTC:\n",
-    "    words = lineT.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    emTC[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "        \n",
-    "        \n",
-    "for i in emPP:\n",
-    "    if (emPP[i][1][0] > 1e-15):\n",
-    "        emPP[i][1][0] *= bar2kbar;\n",
-    "        emPP[i][1][1] *= bar2kbar;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "#first clean up the end-member file, remove first and last lines of the file\n",
-    "\n",
-    "gem = open(pathTC,'r')\n",
-    "\n",
-    "#declare endmember structure, name + thermodynamic data\n",
-    "em = {}\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "c=1;\n",
-    "for line in gem:\n",
-    "    words = line.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    em[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "#\"SiO2\",\"Al2O3\",\"CaO\",\"MgO\",\"FeO\",\"K2O\",\"Na2O\",\"TiO2\",\"O\",\"Cr2O3\",\"H2O\"      \n",
-    "apo = [3.0,5.0,2.0,2.0,2.0,3.0,3.0,3.0,1.0,5.0,3.0]; #number of atoms per oxide\n",
-    "\n",
-    "# generate the C function\n",
-    "sp = '    '\n",
-    "op = ''\n",
-    "ip = ''\n",
-    "ip += 'char em_list['+str(len(em)-1)+'][5] = {'\n",
-    "for ix,i in enumerate(em):\n",
-    "    if ix <(len(em)-1):\n",
-    "        ip += '\"' + str(i)+'\", '\n",
-    "    else:\n",
-    "        ip += '\"' + str(i)+'\"'\n",
-    "ip += '};'\n",
-    "\n",
-    "op += 'struct EM_db arr_em_db['+str(len(em))+'] = {\\n'\n",
-    "\n",
-    "for ix,i in enumerate(em):\n",
-    "    op += sp +  '{\\n'\n",
-    "  \n",
-    "    op += sp + sp + '\"' + str(i)+'\",\\n'\n",
-    "    for jx,j in enumerate(em[i]):\n",
-    "        if jx == 0:\n",
-    "            #Chemical composition\n",
-    "            el_comp = np.zeros(19);\n",
-    "            chem_comp = np.zeros(11);\n",
-    "\n",
-    "            y  = 1;\n",
-    "            l = len(em[i][0])-1;\n",
-    "\n",
-    "            while y < l:\n",
-    "                el_comp[int(em[i][0][y])-1] = em[i][0][y+1];\n",
-    "                y = y + 2;\n",
-    "\n",
-    "            #Normalization of endmember composition\n",
-    "            chem_comp = [el_comp[0], el_comp[2]/2, el_comp[6], el_comp[4], el_comp[3], el_comp[8]/2,el_comp[7]/2, el_comp[1],el_comp[9], el_comp[18]/2,el_comp[10]/2];\n",
-    "\n",
-    "            if 2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10] != el_comp[8]:\n",
-    "                chem_comp[8] =  chem_comp[8] - (2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10]);\n",
-    "            \n",
-    "            apf = sum(np.array(chem_comp)*np.array(apo))\n",
-    "            chem_comp.append(apf)\n",
-    "            \n",
-    "            op += sp+ sp +func_print(chem_comp)+',\\n'\n",
-    "            \n",
-    "        elif jx < 3 and jx > 0:\n",
-    "            if jx == 1:\n",
-    "                op += sp+ sp +func_print(j)+',\\n'\n",
-    "            if jx == 2:\n",
-    "                op += sp+ sp +func_print(j)+',\\n' \n",
-    "        else:\n",
-    "            third_line = [0.0]*11\n",
-    "            for k,val in enumerate(j):\n",
-    "                third_line[k] = val\n",
-    "            op += sp+ sp +func_print(third_line)+',\\n'\n",
-    "   \n",
-    "\n",
-    "    if i in emPP:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += str(emPP[i][1][j])+','\n",
-    "            else:\n",
-    "                op += str(emPP[i][1][j])\n",
-    "        op += '}\\n'\n",
-    "    else:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += '0.0,'\n",
-    "            else:\n",
-    "                op += '0.0'\n",
-    "        op += '}\\n'\n",
-    "    \n",
-    "    \n",
-    "            \n",
-    "    if ix < len(em)-1:\n",
-    "        op += sp + '},\\n'\n",
-    "    else:\n",
-    "        op += sp + '}\\n'\n",
-    "        \n",
-    "op += '};\\n\\n'\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "struct EM_db arr_em_db[291] = {\n",
-      "    {\n",
-      "        \"fo\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2172.452, 0.0951, 4.366},\n",
-      "        {0.2333, 1.494e-06, -603.8, -1.8697},\n",
-      "        {2.85e-05, 1285.0, 3.84, -0.00299, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fa\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1477.337, 0.151, 4.631},\n",
-      "        {0.2011, 1.733e-05, -1960.6, -0.9009},\n",
-      "        {2.82e-05, 1256.0, 4.68, -0.00373, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"teph\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 5.0},\n",
-      "        {-1733.842, 0.1559, 4.899},\n",
-      "        {0.2196, 0.0, -1292.7, -1.3083},\n",
-      "        {2.86e-05, 1256.0, 4.68, -0.00373, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lrn\",\n",
-      "        {1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2306.836, 0.1276, 5.16},\n",
-      "        {0.2475, -3.206e-06, 0.0, -2.0519},\n",
-      "        {2.9e-05, 985.0, 4.07, -0.00413, 1.0, 1710.0, 0.01003, 0.05, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mont\",\n",
-      "        {1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2251.151, 0.1095, 5.148},\n",
-      "        {0.2507, -1.0433e-05, -797.2, -1.9961},\n",
-      "        {2.87e-05, 1134.0, 3.87, -0.00341, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"chum\",\n",
-      "        {4.0, 0.0, 0.0, 9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 33.0},\n",
-      "        {-9613.038, 0.4405, 19.801},\n",
-      "        {1.071, -1.6533e-05, -7899.6, -7.3739},\n",
-      "        {3.2e-05, 1199.0, 4.58, -0.00382, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"chdr\",\n",
-      "        {2.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 19.0},\n",
-      "        {-5254.669, 0.26, 11.084},\n",
-      "        {0.625, -1.088e-06, -2259.9, -4.9107},\n",
-      "        {1.82e-05, 1161.0, 4.8, -0.00413, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mwd\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2138.036, 0.0939, 4.051},\n",
-      "        {0.2087, 3.942e-06, -1709.5, -1.3028},\n",
-      "        {2.37e-05, 1726.0, 3.84, -0.00222, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fwd\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1467.515, 0.146, 4.321},\n",
-      "        {0.2011, 1.733e-05, -1960.6, -0.9009},\n",
-      "        {2.73e-05, 1690.0, 4.35, -0.00257, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mrw\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2126.781, 0.09, 3.949},\n",
-      "        {0.2133, 2.69e-06, -1410.4, -1.4959},\n",
-      "        {2.01e-05, 1781.0, 4.35, -0.00244, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"frw\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1471.336, 0.14, 4.203},\n",
-      "        {0.1668, 4.261e-05, -1705.4, -0.5414},\n",
-      "        {2.22e-05, 1977.0, 4.92, -0.00249, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mpv\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1442.168, 0.0626, 2.445},\n",
-      "        {0.1493, 2.918e-06, -2983.0, -0.7991},\n",
-      "        {1.87e-05, 2510.0, 4.14, -0.00165, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fpv\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1082.609, 0.095, 2.534},\n",
-      "        {0.1332, 1.083e-05, -3661.4, -0.3147},\n",
-      "        {1.87e-05, 2810.0, 4.14, -0.00147, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"apv\",\n",
-      "        {0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1619.863, 0.0518, 2.54},\n",
-      "        {0.1395, 5.89e-06, -2460.6, -0.5892},\n",
-      "        {1.8e-05, 2030.0, 4.0, -0.00197, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"npv\",\n",
-      "        {1.0, 0.25, 0.0, 0.0, 0.0, 0.0, 0.25, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1365.0, 0.063, 2.334},\n",
-      "        {0.135, 8.46e-06, -1850.3, -0.6008},\n",
-      "        {1.8e-05, 2030.0, 4.0, -0.00197, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ppv\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1418.191, 0.0604, 2.442},\n",
-      "        {0.1493, 2.918e-06, -2983.0, -0.7991},\n",
-      "        {1.87e-05, 2312.0, 4.0, -0.00173, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cpv\",\n",
-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1533.523, 0.0745, 2.745},\n",
-      "        {0.1593, 0.0, -967.3, -1.0754},\n",
-      "        {2e-05, 2360.0, 3.9, -0.00165, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mak\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1489.551, 0.0593, 2.635},\n",
-      "        {0.1478, 2.015e-06, -2395.0, -0.8018},\n",
-      "        {2.12e-05, 2110.0, 4.55, -0.00216, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fak\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1142.101, 0.0915, 2.76},\n",
-      "        {0.1003, 1.3328e-05, -4364.9, 0.4198},\n",
-      "        {2.12e-05, 2180.0, 4.55, -0.00209, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"maj\",\n",
-      "        {4.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6041.759, 0.2602, 11.457},\n",
-      "        {0.7136, -9.97e-07, -1158.2, -6.6223},\n",
-      "        {1.83e-05, 1600.0, 4.56, -0.00285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"nagt\",\n",
-      "        {4.0, 0.5, 0.0, 2.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-5985.0, 0.2606, 11.09},\n",
-      "        {0.6208, 1.12e-05, -3755.9, -4.4213},\n",
-      "        {2.1e-05, 1700.0, 4.0, -0.00235, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"py\",\n",
-      "        {3.0, 1.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6284.804, 0.267, 11.313},\n",
-      "        {0.6335, 0.0, -5196.1, -4.3152},\n",
-      "        {2.37e-05, 1743.0, 4.05, -0.00232, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {926.9,0.00147,-87.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"alm\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-5267.27, 0.3367, 11.525},\n",
-      "        {0.7162, -1.241e-05, -3160.8, -5.8635},\n",
-      "        {2.12e-05, 1900.0, 2.98, -0.00157, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {955.4,0.0014,-109.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spss\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 17.0},\n",
-      "        {-5692.453, 0.3353, 11.792},\n",
-      "        {0.6469, 0.0, -4525.8, -4.4528},\n",
-      "        {2.27e-05, 1740.0, 6.68, -0.00384, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {955.4,0.0014,-109.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"gr\",\n",
-      "        {3.0, 1.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6642.976, 0.255, 12.535},\n",
-      "        {0.626, 0.0, -5779.2, -4.0029},\n",
-      "        {2.2e-05, 1720.0, 5.53, -0.00322, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1070.0,0.0016,-120.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"andr\",\n",
-      "        {3.0, 0.0, 3.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 20.0},\n",
-      "        {-5768.69, 0.3164, 13.204},\n",
-      "        {0.6386, 0.0, -4955.1, -3.9892},\n",
-      "        {2.86e-05, 1588.0, 5.68, -0.00358, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1070.0,0.0016,-120.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {3.0, 0.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 20.0},\n",
-      "        {-4330.698, 0.4034, 12.144},\n",
-      "        {0.6899, 0.0, -2948.6, -5.0303},\n",
-      "        {2.85e-05, 1574.0, 6.7, -0.00426, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 20.0},\n",
-      "        {-5701.158, 0.302, 11.738},\n",
-      "        {0.613, 3.606e-06, -4178.0, -3.7294},\n",
-      "        {2.37e-05, 1534.0, 4.34, -0.00283, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {850.0,0.0014,-134}\n",
-      "    },\n",
-      "    {\n",
-      "        \"uv\",\n",
-      "        {3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 20.0},\n",
-      "        {-6057.499, 0.3209, 13.077},\n",
-      "        {0.6051, 3.606e-06, -4760.6, -3.4171},\n",
-      "        {2.2e-05, 1620.0, 4.7, -0.0029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {10.0, 2.5, 0.0, 2.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14896.01, 0.755, 37.893},\n",
-      "        {1.5407, -1.1359e-05, -10339.0, -11.699},\n",
-      "        {4.7e-06, 1290.0, 4.1, -0.00318, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {11.0, 1.5, 0.0, 3.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14786.219, 0.74, 38.44},\n",
-      "        {1.5255, -1.0267e-05, -10538.0, -11.337},\n",
-      "        {4.7e-06, 1290.0, 4.1, -0.00318, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {10.0, 2.5, 0.0, 0.0, 2.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14215.122, 0.78, 38.45},\n",
-      "        {1.5586, -1.1359e-05, -9476.5, -11.845},\n",
-      "        {4.9e-06, 1290.0, 4.1, -0.00318, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"vsv\",\n",
-      "        {18.0, 5.5, 19.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.5, 137.0},\n",
-      "        {-42345.701, 1.89, 85.2},\n",
-      "        {4.488, -5.7952e-05, -22269.3, -33.478},\n",
-      "        {2.75e-05, 1255.0, 4.8, -0.00382, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"and\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2588.654, 0.0927, 5.153},\n",
-      "        {0.2773, -6.588e-06, -1914.1, -2.2656},\n",
-      "        {1.81e-05, 1442.0, 6.89, -0.00478, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ky\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2592.954, 0.0835, 4.414},\n",
-      "        {0.2794, -7.124e-06, -2055.6, -2.2894},\n",
-      "        {1.92e-05, 1601.0, 4.05, -0.00253, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {966.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"sill\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2585.743, 0.0954, 4.986},\n",
-      "        {0.2802, -6.9e-06, -1375.7, -2.3994},\n",
-      "        {1.12e-05, 1640.0, 5.06, -0.00309, 2.0, 4.75, 0.01, 4.75, 0.01, 1.0, 0.25},\n",
-      "        {929.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"smul\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2569.25, 0.1015, 4.987},\n",
-      "        {0.2802, -6.9e-06, -1375.7, -2.3994},\n",
-      "        {1.36e-05, 1740.0, 4.0, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"amul\",\n",
-      "        {0.5, 1.25, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.75},\n",
-      "        {-2485.621, 0.113, 5.083},\n",
-      "        {0.2448, 9.68e-07, -2533.3, -1.6416},\n",
-      "        {1.36e-05, 1740.0, 4.0, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"tpz\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 11.0},\n",
-      "        {-2898.798, 0.1005, 5.339},\n",
-      "        {0.3517, -1.12e-05, -3908.0, -2.5118},\n",
-      "        {1.57e-05, 1315.0, 4.06, -0.00309, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {966.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mst\",\n",
-      "        {7.5, 9.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 81.5},\n",
-      "        {-25123.652, 0.91, 44.26},\n",
-      "        {2.8205, -5.9366e-05, -13774.0, -24.126},\n",
-      "        {1.81e-05, 1684.0, 4.05, -0.0024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fst\",\n",
-      "        {7.5, 9.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 81.5},\n",
-      "        {-23755.694, 1.01, 44.88},\n",
-      "        {2.88, -5.6595e-05, -10642.0, -25.373},\n",
-      "        {1.83e-05, 1800.0, 4.76, -0.00264, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnst\",\n",
-      "        {7.5, 9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 2.0, 77.5},\n",
-      "        {-24243.324, 1.034, 45.46},\n",
-      "        {2.8733, -8.9064e-05, -12688.0, -24.749},\n",
-      "        {2.09e-05, 1800.0, 4.76, -0.00264, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mctd\",\n",
-      "        {1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 13.0},\n",
-      "        {-3549.287, 0.146, 6.875},\n",
-      "        {0.4174, -3.771e-06, -2920.6, -3.4178},\n",
-      "        {2.63e-05, 1456.0, 4.06, -0.00279, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fctd\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 13.0},\n",
-      "        {-3208.525, 0.167, 6.98},\n",
-      "        {0.4161, -3.477e-06, -2835.9, -3.3603},\n",
-      "        {2.8e-05, 1456.0, 4.06, -0.00279, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnctd\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 12.0},\n",
-      "        {-3335.572, 0.166, 7.175},\n",
-      "        {0.4644, -1.2654e-05, -1147.2, -4.341},\n",
-      "        {2.6e-05, 1456.0, 4.06, -0.00279, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"merw\",\n",
-      "        {2.0, 0.0, 3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 14.0},\n",
-      "        {-4545.501, 0.2531, 9.847},\n",
-      "        {0.4175, 8.117e-06, -2923.0, -2.3203},\n",
-      "        {3.19e-05, 1200.0, 4.07, -0.00339, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spu\",\n",
-      "        {2.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 18.0},\n",
-      "        {-5846.538, 0.332, 14.697},\n",
-      "        {0.6141, -3.508e-06, -2493.1, -4.168},\n",
-      "        {3.4e-05, 950.0, 4.09, -0.00431, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"zo\",\n",
-      "        {3.0, 1.5, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 22.0},\n",
-      "        {-6896.267, 0.298, 13.575},\n",
-      "        {0.662, 1.0416e-05, -6006.4, -4.2607},\n",
-      "        {3.12e-05, 1044.0, 4.0, -0.00383, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cz\",\n",
-      "        {3.0, 1.5, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 22.0},\n",
-      "        {-6895.513, 0.301, 13.63},\n",
-      "        {0.6309, 1.3693e-05, -6645.8, -3.7311},\n",
-      "        {2.33e-05, 1197.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ep\",\n",
-      "        {3.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.5, 22.0},\n",
-      "        {-6473.676, 0.315, 13.92},\n",
-      "        {0.6133, 2.207e-05, -7160.0, -2.9877},\n",
-      "        {2.34e-05, 1340.0, 4.0, -0.00299, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fep\",\n",
-      "        {3.0, 0.5, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.5, 22.0},\n",
-      "        {-6028.069, 0.329, 14.21},\n",
-      "        {0.5847, 3.0447e-05, -7674.2, -2.2443},\n",
-      "        {2.31e-05, 1513.0, 4.0, -0.00264, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pmt\",\n",
-      "        {3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5, 0.0, 0.5, 21.0},\n",
-      "        {-6542.663, 0.34, 13.82},\n",
-      "        {0.5698, 2.779e-05, -5442.9, -2.8126},\n",
-      "        {2.38e-05, 1197.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"law\",\n",
-      "        {2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4868.639, 0.229, 10.132},\n",
-      "        {0.6878, 1.566e-06, 375.9, -7.1792},\n",
-      "        {2.65e-05, 1229.0, 5.45, -0.00443, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {520.0,0.0009613000000000001,-91.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mpm\",\n",
-      "        {6.0, 2.5, 4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 51.0},\n",
-      "        {-14386.837, 0.629, 29.55},\n",
-      "        {1.7208, -2.4928e-05, -5998.7, -14.6203},\n",
-      "        {2.48e-05, 1615.0, 4.05, -0.00251, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fpm\",\n",
-      "        {6.0, 2.5, 4.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 51.0},\n",
-      "        {-14034.172, 0.657, 29.68},\n",
-      "        {1.7372, -2.4582e-05, -5161.1, -14.963},\n",
-      "        {2.49e-05, 1615.0, 4.05, -0.00251, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"jgd\",\n",
-      "        {6.0, 0.0, 4.0, 0.0, 6.0, 0.0, 0.0, 0.0, 2.5, 0.0, 3.5, 51.0},\n",
-      "        {-11808.397, 0.83, 31.08},\n",
-      "        {1.7954, -3.7986e-05, -4455.7, -14.888},\n",
-      "        {2.49e-05, 1615.0, 4.05, -0.00251, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"geh\",\n",
-      "        {1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.0},\n",
-      "        {-3992.245, 0.1985, 9.024},\n",
-      "        {0.4057, -7.099e-06, -1188.3, -3.1744},\n",
-      "        {2.23e-05, 1080.0, 4.08, -0.00378, 2.0, 7.51, 0.09, 7.5, 0.09, 1.0, 0.8},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ak\",\n",
-      "        {2.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.0},\n",
-      "        {-3865.473, 0.2125, 9.254},\n",
-      "        {0.3854, 3.209e-06, -247.5, -2.8899},\n",
-      "        {2.57e-05, 1420.0, 4.06, -0.00286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"rnk\",\n",
-      "        {2.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.0},\n",
-      "        {-3943.702, 0.21, 9.651},\n",
-      "        {0.3723, -2.893e-06, -2462.4, -2.1813},\n",
-      "        {3.28e-05, 950.0, 4.09, -0.00431, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ty\",\n",
-      "        {2.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 20.0},\n",
-      "        {-6367.897, 0.39, 17.039},\n",
-      "        {0.7417, -5.345e-06, -1434.6, -5.8785},\n",
-      "        {3.42e-05, 950.0, 4.09, -0.00431, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"crd\",\n",
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-      "        {2.8e-05, 912.0, 4.09, -0.00448, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {432.0,0.0008266,-67.0}\n",
-      "    },\n",
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-      "        {-11955.966, 0.53, 25.98},\n",
-      "        {1.7175, -0.00012107, 7075.0, -19.272},\n",
-      "        {1.58e-05, 883.0, 4.09, -0.00463, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {696.0,0.0012083299999999999,-94.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {8.0, 1.0, 0.0, 0.0, 3.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-10879.241, 0.624, 26.59},\n",
-      "        {1.7629, -0.000118992, 9423.7, -20.2071},\n",
-      "        {1.83e-05, 890.0, 4.09, -0.0046, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {696.0,0.0012083299999999999,-94.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {7.0, 1.5, 0.0, 3.0, 0.0, 0.0, 1.5, 0.0, 0.0, 0.0, 1.0, 42.0},\n",
-      "        {-12165.5, 0.622, 26.314},\n",
-      "        {1.7452, -0.000112162, 6425.5, -19.163},\n",
-      "        {2.2e-05, 910.0, 4.09, -0.00449, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {8.0, 0.0, 0.0, 0.0, 5.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 41.0},\n",
-      "        {-10023.484, 0.695, 27.49},\n",
-      "        {1.7873, -0.000124882, 9627.1, -20.2755},\n",
-      "        {1.81e-05, 890.0, 4.09, -0.0046, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {696.0,0.0012083299999999999,-94.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {8.0, 0.0, 0.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-12065.947, 0.537, 26.54},\n",
-      "        {1.2773, 2.5825e-05, -9704.6, -9.0747},\n",
-      "        {2.52e-05, 700.0, 4.11, -0.00587, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {8.0, 0.0, 0.0, 0.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-9623.097, 0.725, 27.87},\n",
-      "        {1.3831, 3.0669e-05, -4224.7, -11.2576},\n",
-      "        {2.74e-05, 700.0, 4.11, -0.00587, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {8.0, 0.0, 0.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-12063.805, 0.538, 26.33},\n",
-      "        {1.2773, 2.5825e-05, -9704.6, -9.0747},\n",
-      "        {2.52e-05, 700.0, 4.11, -0.00587, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {8.0, 0.0, 0.0, 0.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-9605.654, 0.735, 27.84},\n",
-      "        {1.3831, 3.0669e-05, -4224.7, -11.2576},\n",
-      "        {2.74e-05, 648.0, 4.12, -0.00636, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {6.0, 2.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-12306.628, 0.535, 25.956},\n",
-      "        {1.3077, 2.3642e-05, -9307.4, -9.799},\n",
-      "        {2.41e-05, 700.0, 4.11, -0.00587, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 4.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-11020.915, 0.4255, 19.9},\n",
-      "        {1.1331, -7.596e-06, -8816.6, -8.1806},\n",
-      "        {2.05e-05, 2500.0, 4.04, -0.00162, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.0, 5.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-11135.413, 0.4195, 19.75},\n",
-      "        {1.1034, 1.015e-06, -10957.0, -7.4092},\n",
-      "        {2.06e-05, 2500.0, 4.04, -0.00162, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 4.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-9658.228, 0.485, 19.923},\n",
-      "        {1.1329, -7.348e-06, -10420.2, -7.0366},\n",
-      "        {1.96e-05, 2500.0, 4.04, -0.00162, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mcar\",\n",
-      "        {2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4771.039, 0.2215, 10.59},\n",
-      "        {0.683, -1.4054e-05, 291.0, -6.9764},\n",
-      "        {2.43e-05, 525.0, 4.14, -0.00789, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4411.641, 0.2511, 10.695},\n",
-      "        {0.6866, -1.2415e-05, 186.0, -6.884},\n",
-      "        {2.21e-05, 525.0, 4.14, -0.00789, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"deer\",\n",
-      "        {12.0, 0.0, 0.0, 0.0, 18.0, 0.0, 0.0, 0.0, 3.0, 0.0, 5.0, 90.0},\n",
-      "        {-18338.188, 1.65, 55.74},\n",
-      "        {3.1644, -2.7883e-05, -5039.1, -26.721},\n",
-      "        {2.75e-05, 630.0, 4.12, -0.00654, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mu\",\n",
-      "        {3.0, 1.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5976.612, 0.292, 14.083},\n",
-      "        {0.7564, -1.984e-05, -2170.0, -6.9792},\n",
-      "        {3.07e-05, 490.0, 4.15, -0.00847, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cel\",\n",
-      "        {4.0, 0.5, 0.0, 1.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5834.984, 0.29, 13.957},\n",
-      "        {0.7412, -1.8748e-05, -2368.8, -6.6169},\n",
-      "        {3.07e-05, 700.0, 4.11, -0.00587, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fcel\",\n",
-      "        {4.0, 0.5, 0.0, 0.0, 1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5468.723, 0.33, 14.07},\n",
-      "        {0.7563, -1.9147e-05, -1586.1, -6.9287},\n",
-      "        {3.18e-05, 700.0, 4.11, -0.00587, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pa\",\n",
-      "        {3.0, 1.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5942.765, 0.277, 13.211},\n",
-      "        {0.803, -3.158e-05, 217.0, -8.151},\n",
-      "        {3.7e-05, 515.0, 6.51, -0.01264, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ma\",\n",
-      "        {2.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-6242.094, 0.265, 12.964},\n",
-      "        {0.7444, -1.68e-05, -2074.4, -6.7832},\n",
-      "        {2.33e-05, 1000.0, 4.08, -0.00408, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"phl\",\n",
-      "        {3.0, 0.5, 0.0, 3.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6214.667, 0.326, 14.964},\n",
-      "        {0.7703, -3.6939e-05, -2328.9, -6.5316},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.01429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ann\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-5140.928, 0.42, 15.432},\n",
-      "        {0.8157, -3.4861e-05, 19.8, -7.4667},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.01429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fbi\",\n",
-      "        {2.0, 1.0, 0.0, 2.0, 1.0, 0.5, 0.0, 0.0, 0.5, 0.0, 1.0, 22.0},\n",
-      "        {-5896.08, 0.3487, 15.0725},\n",
-      "        {0.7918, -3.8031e-05, -1718.3, -6.8869},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.01429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"obi\",\n",
-      "        {3.0, 0.5, 0.0, 2.0, 1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-5862.62, 0.35733, 15.12},\n",
-      "        {0.7854, -3.6246e-05, -1546.0, -6.8433},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.01429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnbi\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 3.0, 0.0, 1.0, 19.0},\n",
-      "        {-5475.482, 0.433, 15.264},\n",
-      "        {0.8099, -5.9213e-05, -1514.4, -6.9987},\n",
-      "        {3.8e-05, 530.0, 7.33, -0.01383, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"east\",\n",
-      "        {2.0, 1.5, 0.0, 2.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6330.17, 0.318, 14.738},\n",
-      "        {0.7855, -3.8031e-05, -2130.3, -6.8937},\n",
-      "        {3.8e-05, 530.0, 7.33, -0.01383, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"naph\",\n",
-      "        {3.0, 0.5, 0.0, 3.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6164.524, 0.318, 14.45},\n",
-      "        {0.7735, -4.0229e-05, -2597.9, -6.5126},\n",
-      "        {3.28e-05, 513.0, 7.33, -0.01429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"tan\",\n",
-      "        {4.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5899.883, 0.259, 13.665},\n",
-      "        {0.6222, 0.0, -6385.5, -3.9163},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.01435, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"clin\",\n",
-      "        {3.0, 1.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-8909.068, 0.437, 21.14},\n",
-      "        {1.1708, -1.508e-06, -3825.8, -10.315},\n",
-      "        {2.04e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ames\",\n",
-      "        {2.0, 2.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-9040.381, 0.412, 20.71},\n",
-      "        {1.186, -2.599e-06, -3627.2, -10.677},\n",
-      "        {2e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"afchl\",\n",
-      "        {4.0, 0.0, 0.0, 6.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-8727.754, 0.439, 21.57},\n",
-      "        {1.155, -4.17e-07, -4024.4, -9.9529},\n",
-      "        {2.04e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"daph\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-7117.85, 0.584, 21.62},\n",
-      "        {1.192, -5.94e-06, -4826.4, -9.7683},\n",
-      "        {2.27e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnchl\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0, 0.0, 4.0, 31.0},\n",
-      "        {-7699.154, 0.595, 22.59},\n",
-      "        {1.1365, -5.243e-06, -5548.1, -8.9115},\n",
-      "        {2.23e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"sud\",\n",
-      "        {3.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 35.0},\n",
-      "        {-8626.59, 0.395, 20.3},\n",
-      "        {1.4361, -4.8749e-05, -2748.5, -13.764},\n",
-      "        {1.99e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fsud\",\n",
-      "        {3.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 35.0},\n",
-      "        {-7900.313, 0.456, 20.4},\n",
-      "        {1.4663, -4.7365e-05, -1182.8, -14.388},\n",
-      "        {2.08e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"prl\",\n",
-      "        {4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 20.0},\n",
-      "        {-5640.672, 0.239, 12.804},\n",
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-      "        {4.5e-05, 370.0, 10.0, -0.02703, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
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-      "        {1.8e-05, 430.0, 6.17, -0.01435, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
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-      "        {1.8e-05, 430.0, 6.17, -0.01435, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
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-      "        {-6000.904, 0.259, 13.51},\n",
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-      "        {1.8e-05, 430.0, 6.17, -0.01435, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
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-      "        {-4818.562, 0.355, 14.851},\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {-4122.165, 0.2037, 9.934},\n",
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-      "        {2.51e-05, 645.0, 4.12, -0.00639, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
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-      "    {\n",
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-      "        {-6202.1, 0.2928, 14.026},\n",
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-      "        {1.58e-05, 1093.0, 4.01, -0.00367, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
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-      "        {1.58e-05, 1093.0, 4.01, -0.00367, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {-4360.747, 0.2213, 10.746},\n",
-      "        {0.6247, -2.077e-05, -1721.8, -5.6194},\n",
-      "        {2.2e-05, 628.0, 4.0, -0.00637, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {146.364,0.005370000000000001,-88.8}\n",
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-      "        {2.2e-05, 710.0, 3.2, -0.00451, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {2.28e-05, 630.0, 4.0, -0.00635, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
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-      "        {-12550.481, 0.9302, 37.239},\n",
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-      "        {3.68e-05, 513.0, 7.33, -0.01429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {-14286.748, 0.8474, 36.577},\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {-71400.524, 3.62, 175.48},\n",
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-      "        {2.8e-05, 631.0, 5.92, -0.00938, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {146.364,0.005370000000000001,-88.8}\n",
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-      "        {-3935.295, 0.2074, 10.067},\n",
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-      "        {2.36e-05, 541.0, 5.91, -0.01092, 2.0, 14.0, 0.042, 13.0, 0.042, 3.0, 0.9},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-3921.29, 0.2243, 10.105},\n",
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-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
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-      "        {-3975.395, 0.2143, 10.871},\n",
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-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
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-      "        {301.0,0.00426,-70.0}\n",
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-      "        {421.0,0.00348,-43.0}\n",
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-      "        {-4271.902, 0.254, 10.844},\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "    {\n",
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-      "        {-3792.024, 0.1662, 7.128},\n",
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-      "        {431.25,0.00046,-14.0}\n",
-      "    },\n",
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-      "        {620.0,0.0015,-150.0}\n",
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-      "        {1.58e-05, 3090.0, 4.6, -0.00149, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {2170.0,0.0018000000000000002,-180.0}\n",
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-      "        {4.63e-05, 465.0, 4.16, -0.00895, 1.0, 467.0, 0.01, 0.08, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
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-      "    {\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "    {\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "    {\n",
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-      "        {-2325.6, 0.0876, 3.976},\n",
-      "        {0.1919, 9.563e-06, -3211.3, -0.6402},\n",
-      "        {1.93e-05, 1900.0, 4.0, -0.00211, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
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-      "        {-6796.63, 0.25, 11.166},\n",
-      "        {0.6, 1.8756e-05, -8989.2, -2.6652},\n",
-      "        {1.93e-05, 1840.0, 4.0, -0.00217, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.0, 2.5, 0.0, 2.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 21.0},\n",
-      "        {-6610.27, 0.28, 11.322},\n",
-      "        {0.6727, 1.06e-07, -5992.8, -4.5399},\n",
-      "        {2.01e-05, 1840.0, 4.0, -0.00217, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-6172.38, 0.2725, 11.061},\n",
-      "        {0.6399, 8.07e-06, -4231.2, -4.4877},\n",
-      "        {2.1e-05, 1850.0, 4.0, -0.00216, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {3.0, 0.0, 0.0, 0.0, 6.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 21.0},\n",
-      "        {-4146.0, 0.4402, 11.856},\n",
-      "        {0.5433, 5.5578e-05, -8301.6, -1.5813},\n",
-      "        {2.1e-05, 1850.0, 4.0, -0.00216, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0, 3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 21.0},\n",
-      "        {-6840.0, 0.2576, 11.159},\n",
-      "        {0.5919, 2.2067e-05, -9204.1, -2.417},\n",
-      "        {1.93e-05, 1770.0, 4.0, -0.00226, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {6.0, 3.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, -1.0, 0.0, 0.0, 44.0},\n",
-      "        {-13407.215, 0.91, 42.13},\n",
-      "        {1.5327, 4.7747e-05, -2972.8, -12.427},\n",
-      "        {4.63e-05, 465.0, 4.16, -0.00895, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2123.071, 0.136, 6.052},\n",
-      "        {0.242, -4.482e-06, -895.8, -1.9358},\n",
-      "        {3.16e-05, 514.0, 2.0, -0.00389, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lc\",\n",
-      "        {2.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3029.356, 0.1985, 8.826},\n",
-      "        {0.3698, -1.6332e-05, 684.7, -3.6831},\n",
-      "        {1.85e-05, 450.0, 5.7, -0.01267, 2.0, 11.61, 0.4, 11.6, 0.4, 2.0, 0.7},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"me\",\n",
-      "        {6.0, 3.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 43.0},\n",
-      "        {-13841.735, 0.752, 33.985},\n",
-      "        {1.359, 3.6442e-05, -8594.7, -9.5982},\n",
-      "        {1.82e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"wrk\",\n",
-      "        {4.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 25.0},\n",
-      "        {-6662.258, 0.38, 19.04},\n",
-      "        {0.8383, -2.146e-05, -2272.0, -7.2923},\n",
-      "        {1.49e-05, 860.0, 4.09, -0.00476, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lmt\",\n",
-      "        {4.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 31.0},\n",
-      "        {-7262.515, 0.465, 20.37},\n",
-      "        {1.0134, -2.1413e-05, -2235.8, -8.8067},\n",
-      "        {1.37e-05, 860.0, 4.09, -0.00476, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"heu\",\n",
-      "        {7.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.0, 46.0},\n",
-      "        {-10544.753, 0.783, 31.7},\n",
-      "        {1.5048, -3.3224e-05, -2959.3, -13.2972},\n",
-      "        {1.57e-05, 274.0, 4.0, -0.0146, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"stlb\",\n",
-      "        {7.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0, 49.0},\n",
-      "        {-10896.325, 0.71, 32.87},\n",
-      "        {1.5884, -3.2043e-05, -3071.6, -13.9669},\n",
-      "        {1.51e-05, 860.0, 4.09, -0.00476, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"anl\",\n",
-      "        {2.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 13.0},\n",
-      "        {-3307.126, 0.232, 9.74},\n",
-      "        {0.6435, -1.6067e-05, 9302.3, -9.1796},\n",
-      "        {2.76e-05, 400.0, 4.18, -0.01045, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lime\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0},\n",
-      "        {-634.562, 0.0381, 1.676},\n",
-      "        {0.0524, 3.673e-06, -750.7, -0.051},\n",
-      "        {3.41e-05, 1130.0, 3.87, -0.00342, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ru\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-943.799, 0.0503, 1.882},\n",
-      "        {0.0809, 1.658e-06, -1243.9, -0.2111},\n",
-      "        {2.24e-05, 2220.0, 4.24, -0.00191, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1121.4,0.0007800000000000001,-21.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"per\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0},\n",
-      "        {-601.6, 0.0265, 1.125},\n",
-      "        {0.0605, 3.62e-07, -535.8, -0.2992},\n",
-      "        {3.11e-05, 1616.0, 3.95, -0.00244, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1121.4,0.0007800000000000001,-21.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fper\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0},\n",
-      "        {-262.064, 0.0586, 1.206},\n",
-      "        {0.0444, 8.28e-06, -1214.2, 0.1852},\n",
-      "        {3.22e-05, 1520.0, 4.9, -0.00322, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"wu\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0},\n",
-      "        {-262.383, 0.063, 1.206},\n",
-      "        {0.0674, 3.758e-06, 315.7, -0.3817},\n",
-      "        {3.22e-05, 1520.0, 4.0, -0.00263, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mang\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0},\n",
-      "        {-385.571, 0.0597, 1.322},\n",
-      "        {0.0598, 3.6e-06, -31.4, -0.2826},\n",
-      "        {3.69e-05, 1645.0, 4.46, -0.00271, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1121.4,0.0007800000000000001,-21.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cor\",\n",
-      "        {0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1675.305, 0.0509, 2.558},\n",
-      "        {0.1395, 5.89e-06, -2460.6, -0.5892},\n",
-      "        {1.8e-05, 2540.0, 4.34, -0.00171, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1620.0,0.0018000000000000002,-190.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mcor\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1468.428, 0.0593, 2.635},\n",
-      "        {0.1478, 2.015e-06, -2395.0, -0.8018},\n",
-      "        {2.12e-05, 2110.0, 4.55, -0.00216, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"hem\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 5.0},\n",
-      "        {-825.326, 0.0874, 3.027},\n",
-      "        {0.1639, 0.0, -2257.2, -0.6576},\n",
-      "        {2.79e-05, 2230.0, 4.04, -0.00181, 1.0, 955.0, 0.0156, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"esk\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 5.0},\n",
-      "        {-1128.174, 0.083, 2.898},\n",
-      "        {0.119, 9.496e-06, -1442.0, -0.0034},\n",
-      "        {1.59e-05, 2450.0, 3.6, -0.00147, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"bix\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 3.0},\n",
-      "        {-959.0, 0.1137, 3.137},\n",
-      "        {0.1451, 2.3534e-05, 721.6, -1.0084},\n",
-      "        {2.91e-05, 2230.0, 4.04, -0.00181, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"NiO\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0},\n",
-      "        {-239.479, 0.038, 1.097},\n",
-      "        {0.0477, 7.824e-06, -392.5, 0.0},\n",
-      "        {3.3e-05, 2000.0, 3.94, -0.00197, 1.0, 520.0, 0.0057, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pnt\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 4.0},\n",
-      "        {-1361.414, 0.1065, 3.288},\n",
-      "        {0.1435, 3.373e-06, -1940.7, -0.4076},\n",
-      "        {2.4e-05, 1700.0, 8.3, -0.00488, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"geik\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1568.687, 0.0746, 3.086},\n",
-      "        {0.1361, 1.656e-06, -2533.0, -0.2839},\n",
-      "        {2.15e-05, 1700.0, 8.3, -0.00488, 2.0, 8.31, 0.0, 8.3, 0.0, 1.0, 0.5},\n",
-      "        {1320.0,0.0017,-170.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ilm\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1232.288, 0.1075, 3.169},\n",
-      "        {0.1253, 9.938e-06, -2458.1, -0.0259},\n",
-      "        {2.4e-05, 1700.0, 8.3, -0.00488, 2.0, 7.05, 0.13, 7.05, 0.13, 1.0, 0.5},\n",
-      "        {910.0,0.0017,-170.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"bdy\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0},\n",
-      "        {-1100.316, 0.0504, 2.115},\n",
-      "        {0.0896, 3.54e-07, -853.1, -0.4137},\n",
-      "        {2e-05, 953.0, 3.88, -0.00407, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {910.0,0.0017,-170.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"bdyT\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0},\n",
-      "        {-1096.011, 0.0534, 2.115},\n",
-      "        {0.0896, 3.54e-07, -853.1, -0.4137},\n",
-      "        {2e-05, 953.0, 3.88, -0.00407, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"bdyC\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0},\n",
-      "        {-1085.952, 0.0572, 2.495},\n",
-      "        {0.0896, 3.54e-07, -853.1, -0.4137},\n",
-      "        {2e-05, 953.0, 3.88, -0.00407, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ten\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0},\n",
-      "        {-156.1, 0.0426, 1.222},\n",
-      "        {0.031, 1.374e-05, -1258.0, 0.3693},\n",
-      "        {3.57e-05, 2000.0, 3.94, -0.00197, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cup\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0},\n",
-      "        {-170.6, 0.0924, 2.344},\n",
-      "        {0.1103, 0.0, 0.0, -0.6748},\n",
-      "        {3.33e-05, 1310.0, 5.7, -0.00435, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"sp\",\n",
-      "        {0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2300.067, 0.08063, 3.978},\n",
-      "        {0.2005, 6.252e-06, -2996.4, -0.8884},\n",
-      "        {1.93e-05, 1922.0, 4.04, -0.0021, 2.0, 13.93, 0.0, -3.6, 0.0, 2.0, -0.5},\n",
-      "        {1080.0,0.0005,-90.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"herc\",\n",
-      "        {0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1949.489, 0.1139, 4.075},\n",
-      "        {0.1849, 1.417e-05, -3674.8, -0.404},\n",
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-      "        {6.2e-05, 415.0, 6.45, -0.01554, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {352.0,0.0034,-105.0}\n",
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-      "        {-999.807, 0.0345, 1.786},\n",
-      "        {0.1451, 8.709e-06, 584.4, -1.7411},\n",
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-      "        {352.0,0.0034,-105.0}\n",
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-      "        {4.35e-05, 2500.0, 4.03, -0.00161, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {352.0,0.0034,-105.0}\n",
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-      "        {-1207.743, 0.0925, 3.689},\n",
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-      "        {2.52e-05, 733.0, 4.06, -0.00554, 1.0, 1240.0, 0.01, 0.04, 0.0, 0.0, 0.0},\n",
-      "        {327.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-1207.638, 0.0898, 3.415},\n",
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-      "        {6.14e-05, 614.0, 5.87, -0.00956, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {385.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-1110.893, 0.0655, 2.803},\n",
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-      "        {3.38e-05, 1028.0, 5.41, -0.00526, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {680.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-762.049, 0.0933, 2.943},\n",
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-      "        {4.39e-05, 1200.0, 4.07, -0.00339, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {680.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-892.29, 0.098, 3.107},\n",
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-      "        {2.44e-05, 953.0, 3.88, -0.00407, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {680.0,0.0008829,-143.88}\n",
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-      "        {-2326.212, 0.1561, 6.429},\n",
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-      "        {457.0,0.0008829,-143.88}\n",
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-      "        {-1971.223, 0.18846, 6.606},\n",
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-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-436.5, 0.0826, 3.752},\n",
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-      "        {0.0001109, 170.0, 5.0, -0.02941, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-411.3, 0.0721, 2.702},\n",
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-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-171.64, 0.0529, 2.394},\n",
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-      "        {3.1e-05, 1395.0, 4.09, -0.00293, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {-99.004, 0.0655, 1.819},\n",
-      "        {0.0502, 1.1052e-05, -940.0, 0.0},\n",
-      "        {5.68e-05, 658.0, 4.17, -0.00634, 1.0, 598.0, 0.012, 0.041, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {-97.776, 0.0708, 1.819},\n",
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-      "        {5.73e-05, 658.0, 4.17, -0.00634, 1.0, 598.0, 0.012, 0.041, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {4.93e-05, 658.0, 4.17, -0.00634, 1.0, 420.0, 0.01, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {-95.997, 0.0575, 1.738},\n",
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-      "        {5.94e-05, 658.0, 4.17, -0.00634, 1.0, 595.0, 0.01, 0.016, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1434.4, 0.1069, 4.594},\n",
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-      "        {4.18e-05, 543.8, 4.19, -0.00771, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"iron\",\n",
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-      "        {-0.0, 0.02709, 0.709},\n",
-      "        {0.0462, 5.159e-06, 723.1, -0.5562},\n",
-      "        {3.56e-05, 1640.0, 5.16, -0.00315, 1.0, 1042.0, 0.0083, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Ni\",\n",
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-      "        {4.28e-05, 1905.0, 4.25, -0.00223, 1.0, 631.0, 0.003, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0, 0.03314, 0.711},\n",
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-      "        {3.58e-05, 1625.0, 4.24, -0.00261, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.65e-05, 312.0, 3.9, -0.0125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"diam\",\n",
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-      "        {1.893, 0.00236, 0.342},\n",
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-      "        {4e-06, 4465.0, 1.61, -0.00036, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0, 0.03205, 1.551},\n",
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-      "        {6.4e-05, 145.0, 7.0, -0.04828, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-241.81, 0.1888, 0.0},\n",
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-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CO2\",\n",
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-      "        {-393.513, 0.2137, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-110.53, 0.19767, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CH4\",\n",
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-      "        {-74.81, 0.18626, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"O2\",\n",
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-      "        {-0.0, 0.2052, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"H2\",\n",
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-      "        {0.0, 0.1307, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"S2\",\n",
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-      "        {128.542, 0.231, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"H2S\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 1.0, 2.0},\n",
-      "        {-20.305, 0.20577, 0.0},\n",
-      "        {0.0474, 1.024e-05, 615.9, -0.3978},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"syvL\",\n",
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-      "        {-417.41, 0.0945, 3.822},\n",
-      "        {0.0669, 0.0, 0.0, 0.0},\n",
-      "        {0.000301, 56.0, 4.65, -0.08304, -0.02, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"hltL\",\n",
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-      "        {-392.982, 0.0801, 2.938},\n",
-      "        {0.072, -3.223e-06, 0.0, 0.0},\n",
-      "        {0.000295, 64.0, 4.61, -0.07203, -0.015, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"perL\",\n",
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-      "        {-654.191, -0.0643, 0.839},\n",
-      "        {0.099, 0.0, 0.0, 0.0},\n",
-      "        {0.000226, 362.0, 10.06, -0.02779, -0.041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"limL\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0},\n",
-      "        {-692.317, -0.0475, 1.303},\n",
-      "        {0.099, 0.0, 0.0, 0.0},\n",
-      "        {0.000175, 362.0, 10.06, -0.02779, -0.041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"corL\",\n",
-      "        {0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1631.55, 0.0149, 3.369},\n",
-      "        {0.1576, 0.0, 0.0, 0.0},\n",
-      "        {7.03e-05, 150.0, 6.0, -0.04, -0.035, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"eskL\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 5.0},\n",
-      "        {-1062.179, 0.0633, 3.709},\n",
-      "        {0.1576, 0.0, 0.0, 0.0},\n",
-      "        {7.03e-05, 150.0, 6.0, -0.04, -0.035, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"hemL\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 5.0},\n",
-      "        {-875.029, -0.0332, 3.2208},\n",
-      "        {0.229, 0.0, 0.0, 0.0},\n",
-      "        {0.0001953, 230.0, 4.0, -0.01739, -0.046, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"qL\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-920.959, 0.0164, 2.73},\n",
-      "        {0.0825, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 220.0, 9.46, -0.043, -0.035, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"h2oL\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0},\n",
-      "        {-281.649, 0.0666, 1.3355},\n",
-      "        {0.065, 0.0, 0.0, 0.0},\n",
-      "        {0.000626, 42.28, 4.0, -0.09461, -0.0106, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"foL\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2237.197, -0.062, 4.312},\n",
-      "        {0.2694, 0.0, 0.0, 0.0},\n",
-      "        {9.2e-05, 362.0, 10.06, -0.02779, -0.044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"faL\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1462.632, 0.096, 4.677},\n",
-      "        {0.2437, 0.0, 0.0, 0.0},\n",
-      "        {0.0001071, 290.0, 10.42, -0.03593, -0.055, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"woL\",\n",
-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1642.533, 0.0225, 3.985},\n",
-      "        {0.1674, 0.0, 0.0, 0.0},\n",
-      "        {6.69e-05, 325.0, 9.38, -0.02886, -0.02, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"enL\",\n",
-      "        {2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3096.315, -0.004, 6.984},\n",
-      "        {0.3536, 0.0, 0.0, 0.0},\n",
-      "        {6.81e-05, 218.0, 7.2, -0.03303, -0.024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"diL\",\n",
-      "        {2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3193.771, 0.0421, 7.288},\n",
-      "        {0.334, 0.0, 0.0, 0.0},\n",
-      "        {8.51e-05, 249.0, 8.04, -0.03229, -0.0373, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"silL\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2593.842, 0.01, 6.051},\n",
-      "        {0.253, 0.0, 0.0, 0.0},\n",
-      "        {4.08e-05, 220.0, 6.36, -0.02891, -0.029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"anL\",\n",
-      "        {2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-4277.977, 0.029, 10.014},\n",
-      "        {0.43, 0.0, 0.0, 0.0},\n",
-      "        {5.14e-05, 210.0, 6.38, -0.03038, -0.055, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"kspL\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3985.349, 0.1292, 11.431},\n",
-      "        {0.368, 0.0, 0.0, 0.0},\n",
-      "        {4.93e-05, 173.0, 6.84, -0.03954, -0.009, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"abL\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3925.395, 0.1499, 10.858},\n",
-      "        {0.358, 0.0, 0.0, 0.0},\n",
-      "        {3.37e-05, 176.0, 14.35, -0.08153, -0.026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"neL\",\n",
-      "        {1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2117.007, 0.0529, 5.2},\n",
-      "        {0.2165, 0.0, 0.0, 0.0},\n",
-      "        {0.000137, 250.0, 7.37, -0.02948, -0.008, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lcL\",\n",
-      "        {2.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3068.485, 0.102, 8.59},\n",
-      "        {0.287, 0.0, 0.0, 0.0},\n",
-      "        {6.7e-05, 175.0, 7.0, -0.04, -0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ruL\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-947.869, 0.001, 1.7032},\n",
-      "        {0.1118, 0.0, 0.0, 0.0},\n",
-      "        {0.0002901, 149.0, 8.0, -0.05369, -0.035, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"bdyL\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0},\n",
-      "        {-1031.868, 0.0489, 1.83},\n",
-      "        {0.09, 0.0, 0.0, 0.0},\n",
-      "        {0.0002, 149.0, 8.0, -0.05369, -0.03, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"H+\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Cl-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {-167.08, 0.05673, 1.779},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1414, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"OH-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.5, 2.0},\n",
-      "        {-230.02, -0.01071, -0.418},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1372, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Na+\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-240.3, 0.0584, -0.111},\n",
-      "        {0.0, 0.0001913, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0306, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"K+\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-252.17, 0.10104, 0.906},\n",
-      "        {0.0, 7.27e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0072, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Ca++\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-543.3, -0.0565, -1.806},\n",
-      "        {0.0, -6.9e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0463, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Mg++\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-465.96, -0.1381, -2.155},\n",
-      "        {0.0, -4.62e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0265, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Fe++\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-90.42, -0.10711, -2.22},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0339, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Al+++\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.5, 0.0, 0.0, 1.0},\n",
-      "        {-527.23, -0.3163, -4.44},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1427, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CO3--\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 3.0},\n",
-      "        {-675.23, -0.05, -0.502},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.2908, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"AlOH3\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5, 7.0},\n",
-      "        {-1251.85, 0.0536, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1015, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"AlOH4-\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 2.0, 9.0},\n",
-      "        {-1495.78, 0.1269, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0965, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"KOH\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 1.0, 0.0, 0.5, 4.0},\n",
-      "        {-473.62, 0.10962, -0.8},\n",
-      "        {0.0, 9.45e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0293, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {-162.13, 0.05673, 1.779},\n",
-      "        {0.0, 9.03e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.054, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"KCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-400.03, 0.18481, 4.409},\n",
-      "        {0.0, 5.43e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.038, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"NaCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-399.88, 0.12609, 2.226},\n",
-      "        {0.0, 0.0001913, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CaCl2\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-877.06, 0.046, 3.26},\n",
-      "        {0.0, 0.0001369, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0343, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CaCl+\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-701.28, 0.02736, 0.574},\n",
-      "        {0.0, -6.9e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.04, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"MgCl2\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-796.08, -0.02243, 2.92},\n",
-      "        {0.0, 0.0002399, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0186, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"MgCl+\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-632.48, -0.08137, 0.126},\n",
-      "        {0.0, -4.62e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1126, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"FeCl2\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-375.34, 0.10988, 2.7},\n",
-      "        {0.0, 0.0004503, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0124, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"aqSi\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-887.738, 0.04635, 1.832},\n",
-      "        {0.0, 0.0001775, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0283, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HS-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {-16.11, 0.0682, 2.065},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.092, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HSO3-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5, 0.0, 0.5, 4.0},\n",
-      "        {-626.22, 0.13975, 3.33},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0058, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"SO42-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 4.0},\n",
-      "        {-909.6, 0.01883, 1.388},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.268, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HSO4-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 0.0, 0.5, 5.0},\n",
-      "        {-889.1, 0.12552, 3.52},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.022, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    }\n",
-      "};\n",
-      "\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(op)\n",
-    "text_file   = open(out_name, \"w\")\n",
-    "n           = text_file.write(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.12"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/python/PP_MP-MB_get_database_62.ipynb b/python/PP_MP-MB_get_database_62.ipynb
deleted file mode 100755
index cfcd09d8..00000000
--- a/python/PP_MP-MB_get_database_62.ipynb
+++ /dev/null
@@ -1,2422 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# code to generate the C function for endmembers (pure species)\n",
-    "# Script for metapelite and metabasite database\n",
-    "# Here MnO is taken into account while Cr2O3 is not (Cr2O3 is present in the igneous database):\n",
-    "# In the output, MnO takes the position of Cr2O3\n",
-    "\n",
-    "# last update 22.02.23, NR\n",
-    "\n",
-    "# Load needed libraries\n",
-    "# import nlopt\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "import random\n",
-    "\n",
-    "# Si 1\n",
-    "# Ti 2\n",
-    "# Al 3\n",
-    "# Cr 19\n",
-    "# Fe 4\n",
-    "# Mg 5\n",
-    "# Mn 6\n",
-    "# Ca 7\n",
-    "# Na 8\n",
-    "# K 9\n",
-    "# O 10\n",
-    "# H 11\n",
-    "\n",
-    "directory = 'TC_database'\n",
-    "database  = 'tc-ds62.txt'\n",
-    "pathTC    = directory+'/'+database\n",
-    "out_name  = 'MAGEMin_'+database\n",
-    "\n",
-    "bar2kbar  = 1e-3;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "def func_print(data):\n",
-    "    txt ='{'\n",
-    "    for i,val in enumerate(data):\n",
-    "        if i == len(data)-1:\n",
-    "            txt += str(val)\n",
-    "        else:\n",
-    "            txt += str(val)+', ' \n",
-    "    \n",
-    "    txt +='}'    \n",
-    "    return(txt)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# READ Perple_X db to add seismic data (+some new ones)\n",
-    "\n",
-    "# ref0: 1 bar, 298.15 K\n",
-    "path      = './Perple_X/hp02ver.dat'\n",
-    "shift     = 7;\n",
-    "gemPP     = open(path, encoding = \"ISO-8859-1\")\n",
-    "lineP     = gemPP.readlines()\n",
-    "\n",
-    "# create dictionary to store the shear modulus data along with the composition of the end-members\n",
-    "emPP      = {}\n",
-    "emTC      = {}\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "gemTC     = open(pathTC,'r')\n",
-    "\n",
-    "for i in range(0,len(lineP)):\n",
-    "\n",
-    "    if i > shift:\n",
-    "        words0 = lineP[i-shift].split();\n",
-    "        words1 = lineP[i+1-shift].split();\n",
-    "        words2 = lineP[i-1].split()\n",
-    "        words  = lineP[i].split()\n",
-    "\n",
-    "        count0 = len(words0)\n",
-    "        count1 = len(words1)\n",
-    "        count2 = int(len(words2)/3)\n",
-    "        count  = len(words)\n",
-    "        \n",
-    "        if count >= 1:\n",
-    "            if words[0] == 'end' and count0 == 0 and count1 > 0:\n",
-    "\n",
-    "                mu0     = [0.,0.,0.]\n",
-    "                n0      = lineP[i+1-shift].split()\n",
-    "                em_name = n0[0]\n",
-    "                \n",
-    "                c0      = lineP[i+2-shift].split()\n",
-    "                emPP[em_name] = c0;\n",
-    "                emPP[em_name].append(mu0)\n",
-    "                \n",
-    "                for j in range(0,count2):\n",
-    "                    emPP[em_name][1][j] = float(words2[(j+1)*3-1])\n",
-    "                    \n",
-    "mu0     = [0.,0.,0.]\n",
-    "emL2add = ['hemL','eskL','woL','ruL','H2O']\n",
-    "for i in emL2add:\n",
-    "    emPP[i] = ['-']\n",
-    "    emPP[i].append(mu0)    \n",
-    "    emPP[i][1][0] = 1e-16;\n",
-    "    \n",
-    "#add missing end-members \n",
-    "emPP['kos']  = emPP['jd']   #Kosmochlor = jadeite. I could not find any new data on shear modulus.   \n",
-    "\n",
-    "#ADD KNORRINGITE (Dymshits et al., 2014)\n",
-    "emPP['knor'] = ['Mg3Cr2Si3O12']\n",
-    "emPP['knor'].append([850000,1.4,-134])\n",
-    "\n",
-    "#ADD Picrochromite (Zou et al 2013) -> used Mg2SiO4 !?\n",
-    "emPP['picr'] = ['MgCr2O4']\n",
-    "emPP['picr'].append([1090000,0.58,-140])\n",
-    "\n",
-    "#ADD Quandelite (Zou et al 2013)  -> used MgFeSiO4 !?\n",
-    "emPP['qnd'] = ['(Mg,Fe3+)2(Ti,Fe3+,Al)O4']\n",
-    "emPP['qnd'].append([1190000,1.2,-150])\n",
-    "\n",
-    "# READ TC database\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "c=1;\n",
-    "for lineT in gemTC:\n",
-    "    words = lineT.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    emTC[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "        \n",
-    "        \n",
-    "for i in emPP:\n",
-    "    if (emPP[i][1][0] > 1e-15):\n",
-    "        emPP[i][1][0] *= bar2kbar;\n",
-    "        emPP[i][1][1] *= bar2kbar;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "#first clean up the end-member file, remove first and last lines of the file\n",
-    "\n",
-    "gem = open(pathTC,'r')\n",
-    "\n",
-    "#declare endmember structure, name + thermodynamic data\n",
-    "em = {}\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "c=1;\n",
-    "for line in gem:\n",
-    "    words = line.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    em[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "#\"SiO2\",\"Al2O3\",\"CaO\",\"MgO\",\"FeO\",\"K2O\",\"Na2O\",\"TiO2\",\"O\",\"MnO\",\"H2O\"       \n",
-    "apo = [3.0,5.0,2.0,2.0,2.0,3.0,3.0,3.0,1.0,2.0,3.0]; #number of atoms per oxide\n",
-    "n_O = [2.0,3.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0]\n",
-    "\n",
-    "# generate the C function\n",
-    "sp = '    '\n",
-    "op = ''\n",
-    "ip = ''\n",
-    "ip += 'char em_list['+str(len(em)-1)+'][5] = {'\n",
-    "for ix,i in enumerate(em):\n",
-    "    if ix <(len(em)-1):\n",
-    "        ip += '\"' + str(i)+'\", '\n",
-    "    else:\n",
-    "        ip += '\"' + str(i)+'\"'\n",
-    "ip += '};'\n",
-    "\n",
-    "op += 'struct EM_db arr_em_db_tc_ds62['+str(len(em))+'] = {\\n'\n",
-    "\n",
-    "for ix,i in enumerate(em):\n",
-    "    op += sp +  '{\\n'\n",
-    "  \n",
-    "    op += sp + sp + '\"' + str(i)+'\",\\n'\n",
-    "    for jx,j in enumerate(em[i]):\n",
-    "        if jx == 0:\n",
-    "            #Chemical composition\n",
-    "            el_comp = np.zeros(19);\n",
-    "            chem_comp = np.zeros(11);\n",
-    "\n",
-    "            y  = 1;\n",
-    "            l = len(em[i][0])-1;\n",
-    "\n",
-    "            while y < l:\n",
-    "                el_comp[int(em[i][0][y])-1] = em[i][0][y+1];\n",
-    "                y = y + 2;\n",
-    "\n",
-    "            #Normalization of endmember composition\n",
-    "            chem_comp = [el_comp[0], el_comp[2]/2, el_comp[6], el_comp[4], el_comp[3], el_comp[8]/2,el_comp[7]/2, el_comp[1],el_comp[9], el_comp[5],el_comp[10]/2];\n",
-    "\n",
-    "            if 2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + chem_comp[9]+ chem_comp[10] != el_comp[8]:\n",
-    "                chem_comp[8] =  chem_comp[8] - (2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + chem_comp[9]+ chem_comp[10]);\n",
-    "            \n",
-    "            apf = sum(np.array(chem_comp)*np.array(apo))\n",
-    "            chem_comp.append(apf)\n",
-    "            \n",
-    "            op += sp+ sp +func_print(chem_comp)+',\\n'\n",
-    "            \n",
-    "        elif jx < 3 and jx > 0:\n",
-    "            if jx == 1:\n",
-    "                op += sp+ sp +func_print(j)+',\\n'\n",
-    "            if jx == 2:\n",
-    "                op += sp+ sp +func_print(j)+',\\n' \n",
-    "        else:\n",
-    "            third_line = [0.0]*11\n",
-    "            for k,val in enumerate(j):\n",
-    "                third_line[k] = val\n",
-    "            op += sp+ sp +func_print(third_line)+',\\n'\n",
-    "   \n",
-    "\n",
-    "    if i in emPP:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += str(emPP[i][1][j])+','\n",
-    "            else:\n",
-    "                op += str(emPP[i][1][j])\n",
-    "        op += '}\\n'\n",
-    "    else:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += '0.0,'\n",
-    "            else:\n",
-    "                op += '0.0'\n",
-    "        op += '}\\n'\n",
-    "    \n",
-    "    \n",
-    "            \n",
-    "    if ix < len(em)-1:\n",
-    "        op += sp + '},\\n'\n",
-    "    else:\n",
-    "        op += sp + '}\\n'\n",
-    "        \n",
-    "op += '};\\n\\n'\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "struct EM_db arr_em_db_tc_ds62[256] = {\n",
-      "    {\n",
-      "        \"fo\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2172.59, 0.0951, 4.366},\n",
-      "        {0.2333, 1.494e-06, -603.8, -1.8697},\n",
-      "        {2.85e-05, 1285.0, 3.84, -0.003, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fa\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1477.72, 0.151, 4.631},\n",
-      "        {0.2011, 1.733e-05, -1960.6, -0.9009},\n",
-      "        {2.82e-05, 1256.0, 4.68, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"teph\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 7.0},\n",
-      "        {-1733.97, 0.1559, 4.899},\n",
-      "        {0.2196, 0.0, -1292.7, -1.3083},\n",
-      "        {2.86e-05, 1256.0, 4.68, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lrn\",\n",
-      "        {1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2306.92, 0.1276, 5.16},\n",
-      "        {0.2475, -3.206e-06, 0.0, -2.0519},\n",
-      "        {2.9e-05, 985.0, 4.07, -0.0041, 1.0, 1710.0, 0.01003, 0.05, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mont\",\n",
-      "        {1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2251.26, 0.1095, 5.148},\n",
-      "        {0.2507, -1.0433e-05, -797.2, -1.9961},\n",
-      "        {2.87e-05, 1134.0, 3.87, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"chum\",\n",
-      "        {4.0, 0.0, 0.0, 9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 33.0},\n",
-      "        {-9613.54, 0.4405, 19.801},\n",
-      "        {1.071, -1.6533e-05, -7899.6, -7.3739},\n",
-      "        {3.2e-05, 1199.0, 4.58, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"chdr\",\n",
-      "        {2.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 19.0},\n",
-      "        {-5254.89, 0.26, 11.084},\n",
-      "        {0.625, -1.088e-06, -2259.9, -4.9107},\n",
-      "        {1.82e-05, 1161.0, 4.8, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mwd\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2138.52, 0.0939, 4.051},\n",
-      "        {0.2087, 3.942e-06, -1709.5, -1.3028},\n",
-      "        {2.37e-05, 1726.0, 3.84, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fwd\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1467.9, 0.146, 4.321},\n",
-      "        {0.2011, 1.733e-05, -1960.6, -0.9009},\n",
-      "        {2.73e-05, 1690.0, 4.35, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mrw\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2127.68, 0.09, 3.949},\n",
-      "        {0.2133, 2.69e-06, -1410.4, -1.4959},\n",
-      "        {2.01e-05, 1781.0, 4.35, -0.0024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"frw\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1471.76, 0.14, 4.203},\n",
-      "        {0.1668, 4.261e-05, -1705.4, -0.5414},\n",
-      "        {2.22e-05, 1977.0, 4.92, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mpv\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1443.03, 0.0626, 2.445},\n",
-      "        {0.1493, 2.918e-06, -2983.0, -0.7991},\n",
-      "        {1.87e-05, 2510.0, 4.14, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fpv\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1084.64, 0.091, 2.548},\n",
-      "        {0.1332, 1.083e-05, -3661.4, -0.3147},\n",
-      "        {1.87e-05, 2810.0, 4.14, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"apv\",\n",
-      "        {0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1646.63, 0.0518, 2.54},\n",
-      "        {0.1395, 5.89e-06, -2460.6, -0.5892},\n",
-      "        {1.8e-05, 2030.0, 4.0, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cpv\",\n",
-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1541.73, 0.0735, 2.745},\n",
-      "        {0.1593, 0.0, -967.3, -1.0754},\n",
-      "        {1.87e-05, 2360.0, 3.9, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mak\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1490.87, 0.0593, 2.635},\n",
-      "        {0.1478, 2.015e-06, -2395.0, -0.8018},\n",
-      "        {2.12e-05, 2110.0, 4.55, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fak\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1142.14, 0.0915, 2.76},\n",
-      "        {0.1003, 1.3328e-05, -4364.9, 0.4198},\n",
-      "        {2.12e-05, 2180.0, 4.55, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"maj\",\n",
-      "        {4.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6050.4, 0.2552, 11.457},\n",
-      "        {0.7136, -9.97e-07, -1158.2, -6.6223},\n",
-      "        {1.83e-05, 1600.0, 4.56, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"py\",\n",
-      "        {3.0, 1.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6281.96, 0.2695, 11.313},\n",
-      "        {0.6335, 0.0, -5196.1, -4.3152},\n",
-      "        {2.37e-05, 1743.0, 4.05, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {926.9,0.00147,-87.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"alm\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-5260.7, 0.342, 11.525},\n",
-      "        {0.6773, 0.0, -3772.7, -5.044},\n",
-      "        {2.12e-05, 1900.0, 2.98, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {955.4,0.0014,-109.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spss\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 20.0},\n",
-      "        {-5693.49, 0.3353, 11.792},\n",
-      "        {0.6469, 0.0, -4525.8, -4.4528},\n",
-      "        {2.27e-05, 1740.0, 6.68, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {955.4,0.0014,-109.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"gr\",\n",
-      "        {3.0, 1.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6643.01, 0.255, 12.535},\n",
-      "        {0.626, 0.0, -5779.2, -4.0029},\n",
-      "        {2.2e-05, 1720.0, 5.53, -0.0032, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1070.0,0.0016,-120.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"andr\",\n",
-      "        {3.0, 0.0, 3.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 20.0},\n",
-      "        {-5769.1, 0.3164, 13.204},\n",
-      "        {0.6386, 0.0, -4955.1, -3.9892},\n",
-      "        {2.86e-05, 1588.0, 5.68, -0.0036, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1070.0,0.0016,-120.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"knor\",\n",
-      "        {3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 18.0},\n",
-      "        {-5687.71, 0.317, 11.738},\n",
-      "        {0.613, 3.606e-06, -4178.0, -3.7294},\n",
-      "        {2.37e-05, 1743.0, 4.05, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {850.0,0.0014,-134}\n",
-      "    },\n",
-      "    {\n",
-      "        \"osma\",\n",
-      "        {10.0, 2.5, 0.0, 2.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14896.31, 0.755, 37.893},\n",
-      "        {1.5407, -1.1359e-05, -10339.0, -11.699},\n",
-      "        {4.7e-06, 1290.0, 4.1, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"osmm\",\n",
-      "        {11.0, 1.5, 0.0, 3.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14786.74, 0.74, 38.44},\n",
-      "        {1.5255, -1.0267e-05, -10538.0, -11.337},\n",
-      "        {4.7e-06, 1290.0, 4.1, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"osfa\",\n",
-      "        {10.0, 2.5, 0.0, 0.0, 2.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14215.49, 0.78, 38.45},\n",
-      "        {1.5586, -1.1359e-05, -9476.5, -11.845},\n",
-      "        {4.9e-06, 1290.0, 4.1, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"vsv\",\n",
-      "        {18.0, 5.5, 19.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.5, 137.0},\n",
-      "        {-42345.82, 1.89, 85.2},\n",
-      "        {4.488, -5.7952e-05, -22269.3, -33.478},\n",
-      "        {2.75e-05, 1255.0, 4.8, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"and\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2588.67, 0.0927, 5.153},\n",
-      "        {0.2773, -6.588e-06, -1914.1, -2.2656},\n",
-      "        {1.81e-05, 1442.0, 6.89, -0.0048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ky\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2592.97, 0.0835, 4.414},\n",
-      "        {0.2794, -7.124e-06, -2055.6, -2.2894},\n",
-      "        {1.92e-05, 1601.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {966.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"sill\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2585.79, 0.0954, 4.986},\n",
-      "        {0.2802, -6.9e-06, -1375.7, -2.3994},\n",
-      "        {1.12e-05, 1640.0, 5.06, -0.0031, 2.0, 4.75, 0.01, 4.75, 0.01, 1.0, 0.25},\n",
-      "        {929.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"smul\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2569.21, 0.1015, 4.987},\n",
-      "        {0.2802, -6.9e-06, -1375.7, -2.3994},\n",
-      "        {1.36e-05, 1740.0, 4.0, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"amul\",\n",
-      "        {0.5, 1.25, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.75},\n",
-      "        {-2485.53, 0.113, 5.083},\n",
-      "        {0.2448, 9.68e-07, -2533.3, -1.6416},\n",
-      "        {1.36e-05, 1740.0, 4.0, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"tpz\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 11.0},\n",
-      "        {-2900.71, 0.1005, 5.339},\n",
-      "        {0.3877, -7.12e-06, -857.2, -3.7442},\n",
-      "        {1.57e-05, 1315.0, 4.06, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {966.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mst\",\n",
-      "        {7.5, 9.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 81.5},\n",
-      "        {-25123.74, 0.91, 44.26},\n",
-      "        {2.8205, -5.9366e-05, -13774.0, -24.126},\n",
-      "        {1.81e-05, 1684.0, 4.05, -0.0024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fst\",\n",
-      "        {7.5, 9.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 81.5},\n",
-      "        {-23754.63, 1.01, 44.88},\n",
-      "        {2.88, -5.6595e-05, -10642.0, -25.373},\n",
-      "        {1.83e-05, 1800.0, 4.76, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnst\",\n",
-      "        {7.5, 9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 2.0, 81.5},\n",
-      "        {-24245.85, 1.034, 45.46},\n",
-      "        {2.8733, -8.9064e-05, -12688.0, -24.749},\n",
-      "        {2.09e-05, 1800.0, 4.76, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mctd\",\n",
-      "        {1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 13.0},\n",
-      "        {-3549.25, 0.146, 6.875},\n",
-      "        {0.4174, -3.771e-06, -2920.6, -3.4178},\n",
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-      "        {3.19e-05, 1200.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
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-      "        {3.4e-05, 950.0, 4.09, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
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-      "        {3.12e-05, 1044.0, 4.0, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
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-      "        {2.33e-05, 1197.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
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-      "        {2.34e-05, 1340.0, 4.0, -0.003, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
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-      "        {2.31e-05, 1513.0, 4.0, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
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-      "        {-6543.03, 0.34, 13.82},\n",
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-      "        {2.38e-05, 1197.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {-4868.63, 0.229, 10.132},\n",
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-      "        {2.65e-05, 1229.0, 5.45, -0.0044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {520.0,0.0009613000000000001,-91.0}\n",
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-      "        {-14386.91, 0.629, 29.55},\n",
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-      "        {2.48e-05, 1615.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {-14034.04, 0.657, 29.68},\n",
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-      "        {2.49e-05, 1615.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {2.23e-05, 1080.0, 4.08, -0.0038, 2.0, 7.51, 0.09, 7.5, 0.09, 1.0, 0.8},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-3865.62, 0.2125, 9.254},\n",
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-      "        {2.57e-05, 1420.0, 4.06, -0.0029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
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-      "        {-3943.82, 0.21, 9.651},\n",
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-      "        {3.28e-05, 950.0, 4.09, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
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-      "        {3.42e-05, 950.0, 4.09, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
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-      "        {6.8e-06, 1290.0, 4.1, -0.0031, 2.0, 36.71, 0.1, 36.7, 0.1, 2.0, 1.5},\n",
-      "        {810.0,0.00182,-140.0}\n",
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-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
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-      "        {6.9e-06, 1290.0, 4.1, -0.0031, 2.0, 36.71, 0.1, 36.7, 0.1, 2.0, 1.5},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {226.0,0.0035299999999999997,-104.8}\n",
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-      "        {1121.4,0.0007800000000000001,-21.0}\n",
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-      "        {1121.4,0.0007800000000000001,-21.0}\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {514.0,0.0015,-115.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {757.0,0.0015,-115.0}\n",
-      "    },\n",
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-      "        {2.73e-05, 1192.0, 5.19, -0.0044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {670.0,0.0017,-100.0}\n",
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-      "    {\n",
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-      "        {2.38e-05, 1192.0, 3.97, -0.0033, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {610.0,0.0017,-100.0}\n",
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-      "        {2.1e-05, 1281.0, 3.81, -0.003, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.84,1.7e-06,-130.0}\n",
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-      "    {\n",
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-      "        {2.11e-05, 1060.0, 4.08, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {580.0,0.002,-10.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.94e-05, 1308.0, 3.0, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.84,1.7e-06,-130.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cats\",\n",
-      "        {1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3310.11, 0.135, 6.356},\n",
-      "        {0.3476, -6.974e-06, -1781.6, -2.7575},\n",
-      "        {2.08e-05, 1192.0, 5.19, -0.0044, 2.0, 3.8, 0.01, 3.8, 0.01, 1.0, 0.25},\n",
-      "        {740.0,0.002,-20.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 0.5, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 9.5},\n",
-      "        {-3002.02, 0.127, 6.05},\n",
-      "        {0.362, -1.6944e-05, -175.9, -3.5657},\n",
-      "        {2.31e-05, 1192.0, 5.19, -0.0044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 5.0},\n",
-      "        {-1322.38, 0.1005, 3.494},\n",
-      "        {0.1384, 4.088e-06, -1936.0, -0.5389},\n",
-      "        {2.81e-05, 840.0, 4.0, -0.0048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {740.0,0.002,-20.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pxmn\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 5.0},\n",
-      "        {-1323.16, 0.0993, 3.472},\n",
-      "        {0.1384, 4.088e-06, -1936.0, -0.5389},\n",
-      "        {2.8e-05, 840.0, 4.0, -0.0048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {740.0,0.002,-20.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1633.77, 0.0825, 3.993},\n",
-      "        {0.1593, 0.0, -967.3, -1.0754},\n",
-      "        {2.54e-05, 795.0, 4.1, -0.0052, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {620.0,0.0017,-100.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1627.96, 0.0878, 4.008},\n",
-      "        {0.1578, 0.0, -967.3, -1.0754},\n",
-      "        {2.85e-05, 1100.0, 4.08, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {620.0,0.0017,-100.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1625.9, 0.0835, 3.7633},\n",
-      "        {0.1593, 0.0, -967.3, -1.0754},\n",
-      "        {2.54e-05, 795.0, 4.1, -0.0052, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {8.0, 0.0, 2.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-12304.87, 0.553, 27.27},\n",
-      "        {1.2602, 3.83e-06, -11455.0, -8.2376},\n",
-      "        {2.61e-05, 762.0, 4.1, -0.0054, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fact\",\n",
-      "        {8.0, 0.0, 2.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-10504.12, 0.71, 28.42},\n",
-      "        {1.29, 2.9992e-05, -8447.5, -8.947},\n",
-      "        {2.88e-05, 760.0, 4.1, -0.0054, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ts\",\n",
-      "        {6.0, 2.0, 2.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-12555.27, 0.533, 26.8},\n",
-      "        {1.2448, 2.4348e-05, -11965.0, -8.1121},\n",
-      "        {2.66e-05, 760.0, 4.1, -0.0054, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {524.5,0.001012085,-81.5}\n",
-      "    },\n",
-      "    {\n",
-      "        \"parg\",\n",
-      "        {6.0, 1.5, 2.0, 4.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 42.0},\n",
-      "        {-12664.73, 0.635, 27.19},\n",
-      "        {1.2802, 2.2997e-05, -12359.5, -8.0658},\n",
-      "        {2.8e-05, 912.0, 4.09, -0.0045, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {432.0,0.0008266,-67.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"gl\",\n",
-      "        {8.0, 1.0, 0.0, 3.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-11960.24, 0.53, 25.98},\n",
-      "        {1.7175, -0.00012107, 7075.0, -19.272},\n",
-      "        {1.49e-05, 883.0, 4.09, -0.0046, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {696.0,0.0012083299999999999,-94.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fgl\",\n",
-      "        {8.0, 1.0, 0.0, 0.0, 3.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-10880.21, 0.624, 26.59},\n",
-      "        {1.7629, -0.000118992, 9423.7, -20.2071},\n",
-      "        {1.83e-05, 890.0, 4.09, -0.0046, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {696.0,0.0012083299999999999,-94.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"rieb\",\n",
-      "        {8.0, 0.0, 0.0, 0.0, 5.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 41.0},\n",
-      "        {-10024.78, 0.695, 27.49},\n",
-      "        {1.7873, -0.000124882, 9627.1, -20.2755},\n",
-      "        {1.81e-05, 890.0, 4.09, -0.0046, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {696.0,0.0012083299999999999,-94.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"anth\",\n",
-      "        {8.0, 0.0, 0.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-12066.84, 0.537, 26.54},\n",
-      "        {1.2773, 2.5825e-05, -9704.6, -9.0747},\n",
-      "        {2.52e-05, 700.0, 4.11, -0.0059, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fanth\",\n",
-      "        {8.0, 0.0, 0.0, 0.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-9624.52, 0.725, 27.87},\n",
-      "        {1.3831, 3.0669e-05, -4224.7, -11.2576},\n",
-      "        {2.74e-05, 700.0, 4.11, -0.0059, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cumm\",\n",
-      "        {8.0, 0.0, 0.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-12064.69, 0.538, 26.33},\n",
-      "        {1.2773, 2.5825e-05, -9704.6, -9.0747},\n",
-      "        {2.52e-05, 700.0, 4.11, -0.0059, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"grun\",\n",
-      "        {8.0, 0.0, 0.0, 0.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-9607.15, 0.735, 27.84},\n",
-      "        {1.3831, 3.0669e-05, -4224.7, -11.2576},\n",
-      "        {2.74e-05, 648.0, 4.12, -0.0064, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ged\",\n",
-      "        {6.0, 2.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 41.0},\n",
-      "        {-12329.14, 0.517, 25.548},\n",
-      "        {1.3077, 2.3642e-05, -9307.4, -9.799},\n",
-      "        {2.41e-05, 770.0, 4.1, -0.0053, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spr4\",\n",
-      "        {2.0, 4.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-11022.02, 0.4255, 19.9},\n",
-      "        {1.1331, -7.596e-06, -8816.6, -8.1806},\n",
-      "        {2.05e-05, 2500.0, 4.04, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spr5\",\n",
-      "        {1.0, 5.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-11135.57, 0.4195, 19.75},\n",
-      "        {1.1034, 1.015e-06, -10957.0, -7.4092},\n",
-      "        {2.06e-05, 2500.0, 4.04, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fspr\",\n",
-      "        {2.0, 4.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-9659.53, 0.485, 19.923},\n",
-      "        {1.1329, -7.348e-06, -10420.2, -7.0366},\n",
-      "        {1.96e-05, 2500.0, 4.04, -0.0017, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mcar\",\n",
-      "        {2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4771.05, 0.2215, 10.59},\n",
-      "        {0.683, -1.4054e-05, 291.0, -6.9764},\n",
-      "        {2.43e-05, 525.0, 4.14, -0.0079, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fcar\",\n",
-      "        {2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4411.44, 0.2511, 10.695},\n",
-      "        {0.6866, -1.2415e-05, 186.0, -6.884},\n",
-      "        {2.21e-05, 525.0, 4.14, -0.0079, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"deer\",\n",
-      "        {12.0, 0.0, 0.0, 0.0, 18.0, 0.0, 0.0, 0.0, 3.0, 0.0, 5.0, 90.0},\n",
-      "        {-18341.4, 1.65, 55.74},\n",
-      "        {3.1644, -2.7883e-05, -5039.1, -26.721},\n",
-      "        {2.75e-05, 630.0, 4.12, -0.0065, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mu\",\n",
-      "        {3.0, 1.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5976.51, 0.292, 14.083},\n",
-      "        {0.7564, -1.984e-05, -2170.0, -6.9792},\n",
-      "        {3.07e-05, 490.0, 4.15, -0.0085, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cel\",\n",
-      "        {4.0, 0.5, 0.0, 1.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5834.84, 0.29, 13.957},\n",
-      "        {0.7412, -1.8748e-05, -2368.8, -6.6169},\n",
-      "        {3.07e-05, 700.0, 4.11, -0.0059, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fcel\",\n",
-      "        {4.0, 0.5, 0.0, 0.0, 1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5468.49, 0.33, 14.07},\n",
-      "        {0.7563, -1.9147e-05, -1586.1, -6.9287},\n",
-      "        {3.18e-05, 700.0, 4.11, -0.0059, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pa\",\n",
-      "        {3.0, 1.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5942.84, 0.277, 13.211},\n",
-      "        {0.803, -3.158e-05, 217.0, -8.151},\n",
-      "        {3.7e-05, 515.0, 6.51, -0.0126, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ma\",\n",
-      "        {2.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-6242.07, 0.265, 12.964},\n",
-      "        {0.7444, -1.68e-05, -2074.4, -6.7832},\n",
-      "        {2.33e-05, 1000.0, 4.08, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"phl\",\n",
-      "        {3.0, 0.5, 0.0, 3.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6214.88, 0.326, 14.964},\n",
-      "        {0.7703, -3.6939e-05, -2328.9, -6.5316},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ann\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-5143.72, 0.42, 15.432},\n",
-      "        {0.8157, -3.4861e-05, 19.8, -7.4667},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnbi\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 3.0, 1.0, 22.0},\n",
-      "        {-5477.52, 0.433, 15.264},\n",
-      "        {0.8099, -5.9213e-05, -1514.4, -6.9987},\n",
-      "        {3.8e-05, 530.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"east\",\n",
-      "        {2.0, 1.5, 0.0, 2.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6330.38, 0.318, 14.738},\n",
-      "        {0.7855, -3.8031e-05, -2130.3, -6.8937},\n",
-      "        {3.8e-05, 530.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"naph\",\n",
-      "        {3.0, 0.5, 0.0, 3.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6172.01, 0.318, 14.45},\n",
-      "        {0.7735, -4.0229e-05, -2597.9, -6.5126},\n",
-      "        {3.28e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"clin\",\n",
-      "        {3.0, 1.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-8909.16, 0.437, 21.14},\n",
-      "        {1.1708, -1.508e-06, -3825.8, -10.315},\n",
-      "        {2.04e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ames\",\n",
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-      "        {-9040.46, 0.412, 20.71},\n",
-      "        {1.186, -2.599e-06, -3627.2, -10.677},\n",
-      "        {2e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-8727.86, 0.439, 21.57},\n",
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-      "        {2.04e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-7116.91, 0.584, 21.62},\n",
-      "        {1.192, -5.94e-06, -4826.4, -9.7683},\n",
-      "        {2.27e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
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-      "        {-7702.32, 0.595, 22.59},\n",
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-      "        {2.23e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-8626.54, 0.395, 20.3},\n",
-      "        {1.4361, -4.8749e-05, -2748.5, -13.764},\n",
-      "        {1.99e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-7899.85, 0.456, 20.4},\n",
-      "        {1.4663, -4.7365e-05, -1182.8, -14.388},\n",
-      "        {2.08e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-5640.61, 0.239, 12.804},\n",
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-      "        {4.5e-05, 370.0, 10.0, -0.0271, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-5897.17, 0.259, 13.665},\n",
-      "        {0.6222, 0.0, -6385.5, -3.9163},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
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-      "        {4.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-4798.54, 0.352, 14.225},\n",
-      "        {0.5797, 3.9494e-05, -6459.3, -3.0881},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
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-      "        {3.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-6001.29, 0.259, 13.51},\n",
-      "        {0.5495, 3.6324e-05, -8606.6, -2.5153},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
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-      "        {4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 20.0},\n",
-      "        {-5649.78, 0.235, 13.45},\n",
-      "        {0.7845, -4.2948e-05, 1251.0, -8.4959},\n",
-      "        {4.5e-05, 370.0, 10.0, -0.0271, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {4.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-4819.31, 0.355, 14.851},\n",
-      "        {0.5797, 3.9494e-05, -6459.3, -3.0881},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {4.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5866.0, 0.2639, 14.291},\n",
-      "        {0.6222, 0.0, -6385.5, -3.9163},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 17.0},\n",
-      "        {-4122.0, 0.2037, 9.934},\n",
-      "        {0.4367, -3.4295e-05, -4055.9, -2.6991},\n",
-      "        {2.51e-05, 645.0, 4.12, -0.0064, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
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-      "        {3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-6202.17, 0.2928, 14.026},\n",
-      "        {0.7249, -1.3865e-05, -2059.0, -6.3239},\n",
-      "        {1.58e-05, 1093.0, 4.01, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fpre\",\n",
-      "        {3.0, 0.5, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.5, 0.0, 1.0, 21.0},\n",
-      "        {-5766.64, 0.32, 14.8},\n",
-      "        {0.7371, -1.681e-05, -1957.3, -6.3581},\n",
-      "        {1.58e-05, 1093.0, 4.01, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 18.0},\n",
-      "        {-4361.0, 0.2213, 10.746},\n",
-      "        {0.6247, -2.077e-05, -1721.8, -5.6194},\n",
-      "        {2.2e-05, 628.0, 4.0, -0.0064, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {146.364,0.005370000000000001,-88.8}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 18.0},\n",
-      "        {-4369.19, 0.212, 10.645},\n",
-      "        {0.6147, -2.077e-05, -1721.8, -5.6194},\n",
-      "        {2.2e-05, 710.0, 3.2, -0.0045, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 18.0},\n",
-      "        {-3297.62, 0.31, 11.98},\n",
-      "        {0.5764, 2.984e-06, -3757.0, -4.1662},\n",
-      "        {2.28e-05, 630.0, 4.0, -0.0063, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {8.0, 1.0, 0.0, 0.0, 5.0, 0.25, 0.0, 0.0, 0.0, 0.0, 6.25, 58.5},\n",
-      "        {-12551.07, 0.9302, 37.239},\n",
-      "        {1.9443, -1.2289e-05, -4840.2, -16.635},\n",
-      "        {3.68e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {8.0, 1.0, 0.0, 5.0, 0.0, 0.25, 0.0, 0.0, 0.0, 0.0, 6.25, 58.5},\n",
-      "        {-14288.38, 0.8474, 36.577},\n",
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-      "        {3.71e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"atg\",\n",
-      "        {34.0, 0.0, 0.0, 48.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 31.0, 291.0},\n",
-      "        {-71404.69, 3.62, 175.48},\n",
-      "        {9.621, -9.1183e-05, -35941.6, -83.0342},\n",
-      "        {2.8e-05, 631.0, 5.92, -0.0094, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {146.364,0.005370000000000001,-88.8}\n",
-      "    },\n",
-      "    {\n",
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-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3935.48, 0.2074, 10.067},\n",
-      "        {0.452, -1.3364e-05, -1275.9, -3.9536},\n",
-      "        {2.36e-05, 541.0, 5.91, -0.0109, 2.0, 14.0, 0.042, 13.0, 0.042, 3.0, 0.9},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"abh\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3921.48, 0.2243, 10.105},\n",
-      "        {0.452, -1.3364e-05, -1275.9, -3.9536},\n",
-      "        {2.41e-05, 541.0, 5.91, -0.0109, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mic\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3975.35, 0.2143, 10.871},\n",
-      "        {0.4488, -1.0075e-05, -1007.3, -3.9731},\n",
-      "        {1.66e-05, 583.0, 4.02, -0.0069, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"san\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3966.7, 0.2143, 10.871},\n",
-      "        {0.4488, -1.0075e-05, -1007.3, -3.9731},\n",
-      "        {1.66e-05, 583.0, 4.02, -0.0069, 2.0, 8.65, 0.024, 8.5, 0.024, 3.0, 0.8},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"an\",\n",
-      "        {2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-4232.69, 0.2005, 10.079},\n",
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-      "        {1.41e-05, 860.0, 4.09, -0.0048, 2.0, 42.01, 0.1, 42.0, 0.1, 1.0, 2.0},\n",
-      "        {421.0,0.00348,-43.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 16.0},\n",
-      "        {-4232.64, 0.2815, 11.438},\n",
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-      "        {3.21e-05, 425.0, 2.0, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"wa\",\n",
-      "        {4.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 15.0},\n",
-      "        {-4271.89, 0.254, 10.844},\n",
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-      "        {2.66e-05, 900.0, 4.0, -0.0044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"hol\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3791.96, 0.1662, 7.128},\n",
-      "        {0.4176, -3.617e-06, -4748.1, -2.8199},\n",
-      "        {2.8e-05, 1800.0, 4.0, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"q\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-910.72, 0.04143, 2.269},\n",
-      "        {0.0929, -6.42e-07, -714.9, -0.7161},\n",
-      "        {0.0, 730.0, 6.0, -0.0082, 1.0, 847.0, 0.00495, 0.1188, 0.0, 0.0, 0.0},\n",
-      "        {431.25,0.00046,-14.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"trd\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-907.11, 0.0441, 2.8},\n",
-      "        {0.0749, 3.1e-06, -1174.0, -0.2367},\n",
-      "        {0.0, 150.0, 4.36, -0.0291, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {431.25,0.00046,-14.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"crst\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-904.27, 0.05086, 2.745},\n",
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-      "        {0.0, 160.0, 4.35, -0.0272, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {431.25,0.00046,-14.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"coe\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-907.0, 0.0396, 2.064},\n",
-      "        {0.1078, -3.279e-06, -190.3, -1.0416},\n",
-      "        {1.23e-05, 979.0, 4.19, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {620.0,0.0015,-150.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"stv\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-876.39, 0.024, 1.401},\n",
-      "        {0.0681, 6.01e-06, -1978.2, -0.0821},\n",
-      "        {1.58e-05, 3090.0, 4.6, -0.0015, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {2170.0,0.0018000000000000002,-180.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ne\",\n",
-      "        {1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2094.56, 0.1244, 5.419},\n",
-      "        {0.2727, -1.2398e-05, 0.0, -2.7631},\n",
-      "        {4.63e-05, 465.0, 4.16, -0.0089, 1.0, 467.0, 0.01, 0.08, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cg\",\n",
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-      "        {-2091.72, 0.1187, 5.603},\n",
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-      "        {-3029.27, 0.1985, 8.826},\n",
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-      "        {1.85e-05, 450.0, 5.7, -0.0127, 2.0, 11.61, 0.4, 11.6, 0.4, 2.0, 0.7},\n",
-      "        {301.0,0.00426,-70.0}\n",
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-      "        {-13841.82, 0.752, 33.985},\n",
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-      "        {1.81e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
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-      "        {1.49e-05, 860.0, 4.09, -0.0048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
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-      "        {-7262.7, 0.465, 20.37},\n",
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-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
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-      "        {-10545.22, 0.783, 31.7},\n",
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-      "        {1.57e-05, 274.0, 4.0, -0.0146, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
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-      "        {-10896.76, 0.71, 32.87},\n",
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-      "        {1.51e-05, 860.0, 4.09, -0.0048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
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-      "        {-3307.22, 0.232, 9.74},\n",
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-      "        {2.76e-05, 400.0, 4.18, -0.0104, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
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-      "        {-634.53, 0.0381, 1.676},\n",
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-      "        {3.41e-05, 1130.0, 3.87, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
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-      "        {-944.36, 0.0505, 1.882},\n",
-      "        {0.0904, 2.9e-06, 0.0, -0.6238},\n",
-      "        {2.24e-05, 2220.0, 4.24, -0.0019, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1121.4,0.0007800000000000001,-21.0}\n",
-      "    },\n",
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-      "        {-601.53, 0.0265, 1.125},\n",
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-      "        {3.11e-05, 1616.0, 3.95, -0.0024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1121.4,0.0007800000000000001,-21.0}\n",
-      "    },\n",
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-      "        {-259.87, 0.0586, 1.206},\n",
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-      "        {3.22e-05, 1520.0, 4.9, -0.0032, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-385.55, 0.0597, 1.322},\n",
-      "        {0.0598, 3.6e-06, -31.4, -0.2826},\n",
-      "        {3.69e-05, 1645.0, 4.46, -0.0027, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1121.4,0.0007800000000000001,-21.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1675.27, 0.0509, 2.558},\n",
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-      "        {1.8e-05, 2540.0, 4.34, -0.0017, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1620.0,0.0018000000000000002,-190.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1474.44, 0.0593, 2.635},\n",
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-      "        {2.12e-05, 2110.0, 4.55, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
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-      "        {-825.61, 0.0874, 3.027},\n",
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-      "        {2.79e-05, 2230.0, 4.04, -0.0018, 1.0, 955.0, 0.0156, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
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-      "    {\n",
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-      "        {-1137.32, 0.083, 2.909},\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "    {\n",
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-      "        {-959.0, 0.1137, 3.137},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-239.47, 0.038, 1.097},\n",
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-      "        {3.3e-05, 2000.0, 3.94, -0.002, 1.0, 520.0, 0.0057, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.1435, 3.373e-06, -1940.7, -0.4076},\n",
-      "        {2.4e-05, 1700.0, 8.3, -0.0049, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1568.96, 0.0736, 3.086},\n",
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-      "        {2.15e-05, 1700.0, 8.3, -0.0049, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1320.0,0.0017,-170.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1230.45, 0.1095, 3.169},\n",
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-      "        {2.4e-05, 1700.0, 8.3, -0.0049, 1.0, 1900.0, 0.012, 0.02, 0.0, 0.0, 0.0},\n",
-      "        {910.0,0.0017,-170.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1100.34, 0.0504, 2.115},\n",
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-      "        {2e-05, 953.0, 3.88, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {910.0,0.0017,-170.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-156.1, 0.0426, 1.222},\n",
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-      "        {3.57e-05, 2000.0, 3.94, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-170.6, 0.0924, 2.344},\n",
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-      "        {3.33e-05, 1310.0, 5.7, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-2301.19, 0.082, 3.978},\n",
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-      "        {1.93e-05, 1922.0, 4.04, -0.0021, 2.0, 8.0, 0.0, 1.2, 0.0, 2.0, 0.5},\n",
-      "        {1080.0,0.0005,-90.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1953.03, 0.1139, 4.075},\n",
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-      "        {2.06e-05, 1922.0, 4.04, -0.0021, 2.0, 18.3, 0.0, 13.6, 0.0, 2.0, 1.0},\n",
-      "        {840.0,0.0004,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mt\",\n",
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-      "        {-1114.5, 0.1469, 4.452},\n",
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-      "        {3.71e-05, 1857.0, 4.05, -0.0022, 1.0, 848.0, 0.035, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1442.29, 0.121, 4.457},\n",
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-      "        {3.63e-05, 1857.0, 4.05, -0.0022, 1.0, 665.0, 0.017, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1491.12, 0.18, 4.682},\n",
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-      "        {3.86e-05, 1857.0, 4.05, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"picr\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 5.0},\n",
-      "        {-1762.6, 0.1183, 4.356},\n",
-      "        {0.1961, 5.398e-06, -3126.0, -0.6169},\n",
-      "        {1.8e-05, 1922.0, 4.04, -0.0021, 2.0, 8.0, 0.0, 1.2, 0.0, 2.0, 0.5},\n",
-      "        {1090.0,0.00058,-140}\n",
-      "    },\n",
-      "    {\n",
-      "        \"br\",\n",
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-      "        {-925.56, 0.0632, 2.463},\n",
-      "        {0.1584, -4.076e-06, -1052.3, -1.1713},\n",
-      "        {6.2e-05, 415.0, 6.45, -0.0155, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {352.0,0.0034,-105.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"dsp\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 4.0},\n",
-      "        {-999.84, 0.0345, 1.786},\n",
-      "        {0.1451, 8.709e-06, 584.4, -1.7411},\n",
-      "        {3.57e-05, 2280.0, 4.04, -0.0018, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {352.0,0.0034,-105.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"gth\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.5, 4.0},\n",
-      "        {-561.77, 0.0603, 2.082},\n",
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-      "        {4.35e-05, 2500.0, 4.03, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {352.0,0.0034,-105.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1207.76, 0.0925, 3.689},\n",
-      "        {0.1409, 5.029e-06, -950.7, -0.8584},\n",
-      "        {2.52e-05, 733.0, 4.06, -0.0055, 1.0, 1240.0, 0.01, 0.04, 0.0, 0.0, 0.0},\n",
-      "        {327.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1207.65, 0.0898, 3.415},\n",
-      "        {0.1671, 1.0695e-05, 162.0, -1.5649},\n",
-      "        {6.14e-05, 614.0, 5.87, -0.0096, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {385.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1110.92, 0.0655, 2.803},\n",
-      "        {0.1864, -3.772e-06, 0.0, -1.8862},\n",
-      "        {3.38e-05, 1028.0, 5.41, -0.0053, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {680.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"sid\",\n",
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-      "        {-762.22, 0.0933, 2.943},\n",
-      "        {0.1684, 0.0, 0.0, -1.4836},\n",
-      "        {4.39e-05, 1200.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {680.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-892.28, 0.098, 3.107},\n",
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-      "        {2.44e-05, 953.0, 3.88, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {680.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"dol\",\n",
-      "        {0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 8.0},\n",
-      "        {-2326.22, 0.1561, 6.429},\n",
-      "        {0.3589, -4.905e-06, 0.0, -3.4562},\n",
-      "        {3.28e-05, 943.0, 3.74, -0.004, 2.0, 11.91, 0.016, 11.9, 0.016, 1.0, 1.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ank\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 8.0},\n",
-      "        {-1971.41, 0.18846, 6.606},\n",
-      "        {0.341, -1.161e-06, 0.0, -3.0548},\n",
-      "        {3.46e-05, 914.0, 3.88, -0.0043, 2.0, 11.91, 0.016, 11.9, 0.016, 1.0, 1.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"syv\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-436.5, 0.0826, 3.752},\n",
-      "        {0.0462, 1.797e-05, 0.0, 0.0},\n",
-      "        {0.0001109, 170.0, 5.0, -0.0294, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"hlt\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-411.3, 0.0721, 2.702},\n",
-      "        {0.0452, 1.797e-05, 0.0, 0.0},\n",
-      "        {0.0001147, 238.0, 5.0, -0.021, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pyr\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-171.64, 0.0529, 2.394},\n",
-      "        {0.0373, 2.6715e-05, -1817.0, 0.6493},\n",
-      "        {3.1e-05, 1395.0, 4.09, -0.0029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"trot\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-99.03, 0.0655, 1.819},\n",
-      "        {0.0502, 1.1052e-05, -940.0, 0.0},\n",
-      "        {5.68e-05, 658.0, 4.17, -0.0063, 1.0, 598.0, 0.012, 0.041, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"tro\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-97.76, 0.0708, 1.819},\n",
-      "        {0.0502, 1.1052e-05, -940.0, 0.0},\n",
-      "        {5.73e-05, 658.0, 4.17, -0.0063, 1.0, 598.0, 0.012, 0.041, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lot\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-102.16, 0.06, 1.818},\n",
-      "        {0.0502, 1.1052e-05, -940.0, 0.0},\n",
-      "        {4.93e-05, 658.0, 4.17, -0.0063, 1.0, 420.0, 0.01, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"trov\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.875, 0.0, 0.0, 0.0, -0.875, 0.0, 0.0, 0.875},\n",
-      "        {-96.02, 0.0575, 1.738},\n",
-      "        {0.0511, 8.307e-06, -669.7, 0.0},\n",
-      "        {5.94e-05, 658.0, 4.17, -0.0063, 1.0, 595.0, 0.01, 0.016, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"any\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 5.0},\n",
-      "        {-1434.4, 0.1069, 4.594},\n",
-      "        {0.1287, 4.8545e-05, -1223.0, -0.5605},\n",
-      "        {4.18e-05, 543.8, 4.19, -0.0077, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"iron\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-0.0, 0.02709, 0.709},\n",
-      "        {0.0462, 5.159e-06, 723.1, -0.5562},\n",
-      "        {3.56e-05, 1640.0, 5.16, -0.0031, 1.0, 1042.0, 0.0083, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Ni\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.02987, 0.659},\n",
-      "        {0.0498, 0.0, 585.9, -0.5339},\n",
-      "        {4.28e-05, 1905.0, 4.25, -0.0022, 1.0, 631.0, 0.003, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Cu\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {-0.0, 0.03314, 0.711},\n",
-      "        {0.0124, 9.22e-06, -379.9, 0.2335},\n",
-      "        {3.58e-05, 1625.0, 4.24, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"gph\",\n",
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-      "        {0.0, 0.00576, 0.53},\n",
-      "        {0.0343, 0.0, -240.7, -0.4038},\n",
-      "        {1.65e-05, 312.0, 3.9, -0.0125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"diam\",\n",
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-      "        {1.89, 0.00236, 0.342},\n",
-      "        {0.04, 0.0, -28.5, -0.5805},\n",
-      "        {4e-06, 4465.0, 1.61, -0.00036, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0, 0.03205, 1.551},\n",
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-      "        {6.4e-05, 145.0, 7.0, -0.048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-241.81, 0.1888, 0.0},\n",
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-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CO2\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0},\n",
-      "        {-393.51, 0.2137, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-110.53, 0.19767, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CH4\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -2.0, 0.0, 2.0, 4.0},\n",
-      "        {-74.81, 0.18626, 0.0},\n",
-      "        {0.1501, 2.063e-06, 3427.7, -2.6504},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"O2\",\n",
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-      "        {-0.0, 0.2052, 0.0},\n",
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-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"H2\",\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"S2\",\n",
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-      "        {128.54, 0.231, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-20.3, 0.20577, 0.0},\n",
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-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"syvL\",\n",
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-      "        {-417.41, 0.0945, 3.822},\n",
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-      "        {0.000301, 56.0, 4.65, -0.083, -0.02, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"hltL\",\n",
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-      "        {-392.99, 0.0801, 2.938},\n",
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-      "        {0.000295, 64.0, 4.61, -0.072, -0.015, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"perL\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0},\n",
-      "        {-654.12, -0.0643, 0.839},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-692.28, -0.0475, 1.303},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"corL\",\n",
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-      "        {-1632.16, 0.0149, 3.369},\n",
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-      "        {7.03e-05, 150.0, 6.0, 0.04, -0.035, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"qL\",\n",
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-      "        {-921.07, 0.0163, 2.73},\n",
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-      "        {0.0, 220.0, 9.46, -0.043, -0.035, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"h2oL\",\n",
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-      "        {-295.01, 0.0455, 1.39},\n",
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-      "        {0.000521, 50.6, 4.0, -0.079, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"foL\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2237.35, -0.062, 4.312},\n",
-      "        {0.2694, 0.0, 0.0, 0.0},\n",
-      "        {9.2e-05, 362.0, 10.06, -0.0278, -0.044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"faL\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1463.02, 0.096, 4.677},\n",
-      "        {0.2437, 0.0, 0.0, 0.0},\n",
-      "        {0.0001071, 290.0, 10.42, -0.0359, -0.055, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"woL\",\n",
-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1642.22, 0.0225, 3.965},\n",
-      "        {0.1674, 0.0, 0.0, 0.0},\n",
-      "        {6.69e-05, 305.0, 9.38, -0.0308, -0.02, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"enL\",\n",
-      "        {2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3096.57, -0.004, 6.984},\n",
-      "        {0.3536, 0.0, 0.0, 0.0},\n",
-      "        {6.81e-05, 218.0, 7.2, -0.033, -0.024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"diL\",\n",
-      "        {2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3193.87, 0.0421, 7.288},\n",
-      "        {0.334, 0.0, 0.0, 0.0},\n",
-      "        {8.51e-05, 249.0, 8.04, -0.0323, -0.0373, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"silL\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2593.43, 0.01, 6.051},\n",
-      "        {0.253, 0.0, 0.0, 0.0},\n",
-      "        {4.08e-05, 220.0, 6.36, -0.0289, -0.029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"anL\",\n",
-      "        {2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-4277.97, 0.029, 10.014},\n",
-      "        {0.43, 0.0, 0.0, 0.0},\n",
-      "        {5.14e-05, 210.0, 6.38, -0.0304, -0.055, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"kspL\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3985.19, 0.1292, 11.431},\n",
-      "        {0.368, 0.0, 0.0, 0.0},\n",
-      "        {4.93e-05, 173.0, 6.84, -0.0393, -0.009, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"abL\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3926.52, 0.1499, 10.858},\n",
-      "        {0.358, 0.0, 0.0, 0.0},\n",
-      "        {3.37e-05, 176.0, 14.35, -0.0815, -0.026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"neL\",\n",
-      "        {1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2116.73, 0.0529, 5.2},\n",
-      "        {0.2165, 0.0, 0.0, 0.0},\n",
-      "        {0.000137, 250.0, 7.37, -0.0295, -0.008, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lcL\",\n",
-      "        {2.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3068.41, 0.102, 8.59},\n",
-      "        {0.287, 0.0, 0.0, 0.0},\n",
-      "        {6.7e-05, 175.0, 7.0, -0.0394, -0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"H+\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {-0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Cl-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {-167.08, 0.05673, 1.779},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1414, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"OH-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.5, 2.0},\n",
-      "        {-230.02, -0.01071, -0.418},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1372, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Na+\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-240.3, 0.0584, -0.111},\n",
-      "        {0.0, 0.0001913, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0306, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"K+\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-252.17, 0.10104, 0.906},\n",
-      "        {0.0, 7.27e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0072, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Ca++\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-543.3, -0.0565, -1.806},\n",
-      "        {0.0, -6.9e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0463, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Mg++\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-465.96, -0.1381, -2.155},\n",
-      "        {0.0, -4.62e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0265, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Fe++\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-90.42, -0.10711, -2.22},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0339, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Al+++\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.5, 0.0, 0.0, 1.0},\n",
-      "        {-527.23, -0.3163, -4.44},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1427, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CO3--\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 3.0},\n",
-      "        {-675.23, -0.05, -0.502},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.2908, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"AlOH3\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5, 7.0},\n",
-      "        {-1251.85, 0.0536, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1015, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"AlOH4-\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 2.0, 9.0},\n",
-      "        {-1495.78, 0.1269, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0965, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"KOH\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 1.0, 0.0, 0.5, 4.0},\n",
-      "        {-473.62, 0.10962, -0.8},\n",
-      "        {0.0, 9.45e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0293, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {-162.13, 0.05673, 1.779},\n",
-      "        {0.0, 9.03e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.054, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"KCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-400.03, 0.18481, 4.409},\n",
-      "        {0.0, 5.43e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.038, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"NaCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-399.88, 0.12609, 2.226},\n",
-      "        {0.0, 0.0001913, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CaCl2\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-877.06, 0.046, 3.26},\n",
-      "        {0.0, 0.0001369, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0343, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CaCl+\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-701.28, 0.02736, 0.574},\n",
-      "        {0.0, -6.9e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.04, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"MgCl2\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-796.08, -0.02243, 2.92},\n",
-      "        {0.0, 0.0002399, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0186, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"MgCl+\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-632.48, -0.08137, 0.126},\n",
-      "        {0.0, -4.62e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1126, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"FeCl2\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-375.34, 0.10988, 2.7},\n",
-      "        {0.0, 0.0004503, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0124, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"aqSi\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-887.83, 0.04635, 1.832},\n",
-      "        {0.0, 0.0001775, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0283, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HS-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {-16.11, 0.0682, 2.065},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.092, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HSO3-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5, 0.0, 0.5, 4.0},\n",
-      "        {-626.22, 0.13975, 3.33},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0058, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"SO42-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 4.0},\n",
-      "        {-909.6, 0.01883, 1.388},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.268, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HSO4-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 0.0, 0.5, 5.0},\n",
-      "        {-889.1, 0.12552, 3.52},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.022, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    }\n",
-      "};\n",
-      "\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
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-   "version": "3.9.12"
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-    "lenType": 16,
-    "lenVar": 40
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-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
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diff --git a/python/SS_Analytical_TC30122020.ipynb b/python/SS_Analytical_TC30122020.ipynb
deleted file mode 100755
index c5771935..00000000
--- a/python/SS_Analytical_TC30122020.ipynb
+++ /dev/null
@@ -1,2766 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# Code to generate objective function Jacobian matrices from solution models for local minimization\n",
-    "# it also generates additional inequality constraints\n",
-    "\n",
-    "# last update 25.01.22, NR\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "\n",
-    "from sympy import *\n",
-    "from sympy.printing import print_ccode\n",
-    "\n",
-    "# EXPORT\n",
-    "import os, re\n",
-    "init_printing()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "code_folding": [
-     1,
-     174,
-     179,
-     201,
-     225,
-     231,
-     261,
-     291,
-     302
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# non linear phase solver, include option to generate ghost points\n",
-    "def func_bnd_guess(name,bulk):\n",
-    "    eps = 1e-14\n",
-    "    if   name == 'bi':\n",
-    "        # def bnd():\n",
-    "        t   = 1\n",
-    "        f   = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, t),(0, f))\n",
-    "        iguess = [0.15, 0.25, 0.4, 0.17, 0.25]\n",
-    "            \n",
-    "    elif name == 'ksp':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1))\n",
-    "        iguess = [0.1, 0.001]\n",
-    "        \n",
-    "    elif name == 'g':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, f), (0, cr),(0, t))\n",
-    "        iguess = [0.3, 0.2, 0.01, 0.01, 0.001]\n",
-    "\n",
-    "    elif name == 'ep':\n",
-    "        # def bnd():\n",
-    "        f   = 1\n",
-    "        Q   = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "            Q  = eps\n",
-    "        box_bounds = ((0, f), (0, Q))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "        \n",
-    "    elif name == 'pl':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "       \n",
-    "        \n",
-    "    elif name == 'mu':\n",
-    "        # def bnd():\n",
-    "        f   = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "            \n",
-    "        box_bounds = ((0, 1), (0, 1),(0, f), (0, 1),(0, 1))\n",
-    "        iguess = [0.25, 0.6, 0.17, 0.06, 0.004]\n",
-    "       \n",
-    "    elif name == 'ol':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1))\n",
-    "        iguess = [0.4, 0.002, 0.01]\n",
-    "            \n",
-    "    elif name == 'cd':\n",
-    "        # def bnd():\n",
-    "        h   = 1\n",
-    "\n",
-    "        if bulk[10] == 0:\n",
-    "            h  = eps\n",
-    "        box_bounds = ((0, 1), (0, h))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "\n",
-    "    elif name == 'opx':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 2),(0, 1), (-1, 1),(0, f),(0, t), (0, cr),(0, 1))\n",
-    "        iguess = [0.05, 0.006, 0.025, 0.032, 0.1, 0.001, 0.001, 0.001] \n",
-    "\n",
-    "            \n",
-    "    elif name == 'cpx':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 2),(0, 1), (0, 1),(-1, 1),(0, f), (0, cr),(0, t), (0, 1))\n",
-    "        iguess = [0.075, 0.1120, 0.05, 0.11, -0.0005, 0.001, 0.001, 0.001, 0.001]\n",
-    "\n",
-    "            \n",
-    "    elif name == 'spn':\n",
-    "        # def bnd():\n",
-    "        y   = 1\n",
-    "        c   = 1\n",
-    "        t   = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            y  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            c  = eps_\n",
-    "        box_bounds = ((0, 1), (0, y),(0, c), (0, t),(-1, 1),(-1, 1), (-1, 1))\n",
-    "        iguess = [0.1, 0.05, 0.05, 0.05, 0.02, 0.02, 0.02]\n",
-    "            \n",
-    "    elif name == 'hb':\n",
-    "        # def bnd():\n",
-    "        f  = 1\n",
-    "        t  = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, 1),(0, 1),(0, 1), (0, f),(0, t), (-1, 1),(-1, 1))\n",
-    "        iguess = [0.3, 0.2, 0.01, 0.45, 0.01, 0.8, 0.05, 0.01, -0.01, 0.1]\n",
-    "            \n",
-    "    elif name == 'liq':\n",
-    "        # def bnd():\n",
-    "        hm  = 1\n",
-    "        ek  = 1\n",
-    "        ti  = 1\n",
-    "        h2o = 1\n",
-    "        \n",
-    "        if bulk[7] == 0:#ti\n",
-    "            ti   = eps\n",
-    "        if bulk[8] == 0:#chr\n",
-    "            hm  = eps\n",
-    "        if bulk[9] == 0:#o\n",
-    "            ek  = eps\n",
-    "        if bulk[10] == 0:#h2o\n",
-    "            h2o = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, 1),(0, 1), (0, hm),(0, ek), (0, ti),(0, 1), (0, 1), (0, h2o))\n",
-    "        iguess = [0.2,0.2,0.1,0.1,0.05,0.001,0.001,0.001,0.001,0.001,0.001]\n",
-    "\n",
-    "    elif name == 'ilm':\n",
-    "        # def bnd():\n",
-    "        x2  = 0\n",
-    "        if bulk[8] == 0:\n",
-    "            x2  = 1 - eps\n",
-    "\n",
-    "        box_bounds = ((x2, 1.), (-0.99, 0.99))\n",
-    "        iguess = [0.8, 0.55]\n",
-    "\n",
-    "    else:\n",
-    "        display('Either phase is not defined or there is a typo')\n",
-    "  \n",
-    "\n",
-    "    return (box_bounds,iguess)\n",
-    "\n",
-    "def brackets(eq):  \n",
-    "    eq =  re.sub(r'[_][L][_]', r'[',str(eq) )\n",
-    "    eq =  re.sub(r'[_][R][_]', r']',str(eq) )\n",
-    "    return(eq) \n",
-    "\n",
-    "def digit2index(eq):  \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9][0-9])', r'mu[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9][0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9][0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9][0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9][0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9][0-9])', r'bulk[\\1]',str(eq) )   \n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9][0-9])', r'chem_comp[\\1]',str(eq) )   \n",
-    "    \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9])', r'mu[\\1]',str(eq) )  \n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9])', r'chem_comp[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9])', r'bulk[\\1]',str(eq) )  \n",
-    "    eq =  re.sub(r'[x]', r'x1',str(eq) ) #change x-eos name are already used by other variables\n",
-    "    eq =  re.sub(r'[n]', r'n1',str(eq) ) #change x-eos name are already used by other variables\n",
-    "    \n",
-    "    eq =  re.sub(r'[l][o][g]', r'fct_log',str(eq) ) # use fct_log, which deals with < 0 and NaN\n",
-    "    return(eq) \n",
-    "\n",
-    "def digit2index2(eq):  \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9][0-9])', r'mu[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9][0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9][0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9][0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[g][b]([0-9][0-9])', r'gb[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9][0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9][0-9])', r'bulk[\\1]',str(eq) )   \n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9][0-9])', r'chem_comp[\\1]',str(eq) )   \n",
-    "    \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9])', r'mu[\\1]',str(eq) )  \n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[g][b]([0-9])', r'gb[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9])', r'chem_comp[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9])', r'bulk[\\1]',str(eq) )  \n",
-    "#     eq =  re.sub(r'[x]', r'x1',str(eq) ) #change x-eos name are already used by other variables\n",
-    "#     eq =  re.sub(r'[n]', r'n1',str(eq) ) #change x-eos name are already used by other variables\n",
-    "    \n",
-    "    eq =  re.sub(r'[l][o][g]', r'fct_log',str(eq) ) # use fct_log, which deals with < 0 and NaN\n",
-    "    return(eq) \n",
-    "\n",
-    "def replaceSymbols(op,in_var,out_var):    \n",
-    "    regin  = 'r\\'([' + in_var   +']*)\\''\n",
-    "    regout = 'r\\''  + out_var  +'\\''\n",
-    "    t0 =  re.sub(in_var, out_var,op )  \n",
-    "    return(t0)\n",
-    "\n",
-    "def realSquareRoot(eq):       \n",
-    "#     t1 =  re.sub(r'\\[l][o][g](\\([^()]*\\))', r'(fct_log(\\1))',str(eq) )\n",
-    "# WORKS (needs eps in the squares root)\n",
-    "\n",
-    "    t1 =  re.sub(r'[l][o][g]', r'fct_log',str(eq) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'creal(pow(\\1 + eps,0.5))',str(t1) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'creal(pow(\\1 + eps,0.25))',str(t1) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'creal(pow(\\1 + eps, -0.5))',str(t1) )  \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'creal(pow(\\1 + eps, -0.25))',str(t1) ) \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(0\\.5\\)', r'creal(pow(\\1 + eps, 0.5))',str(t1) )  \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(0\\.25\\)', r'creal(pow(\\1 + eps, 0.25))',str(t1) ) \n",
-    "    \n",
-    "#     t1 =  re.sub(r'([^*]*)\\*{2}0\\.25', r'pow(\\1 + eps, 0.25)',str(t1) ) \n",
-    "#     t1 =  re.sub(r'([^*]*)\\*{2}0\\.5', r'pow(\\1 + eps, 0.5)',str(t1) ) \n",
-    "    \n",
-    "    \n",
-    "    \n",
-    "#     t1 =  re.sub(r'[l][o][g]', r'fct_log',str(eq) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'(creal(fsq(\\1 +eps)**0.5))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'(creal(fsq(\\1 +eps)**0.25))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'(creal(fnsq(\\1 +eps)))',str(t1) )  \n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'(creal(fnsq2(\\1 +eps)))',str(t1) ) \n",
-    "\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'(re(fsq(\\1 )**0.5))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'(re(fsq(\\1 )**0.25))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'(re(fnsq(\\1 )))',str(t1) )  \n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'(re(fnsq2(\\1 )))',str(t1) )   \n",
-    "\n",
-    "    return(t1) \n",
-    "\n",
-    "def realSquareRoot2(eq):       \n",
-    "#     t1 =  re.sub(r'\\[l][o][g](\\([^()]*\\))', r'(fct_log(\\1))',str(eq) )\n",
-    "# WORKS (needs eps in the squares root)\n",
-    "\n",
-    "    t1 =  re.sub(r'[l][o][g]', r'fct_log',str(eq) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'pow(\\1,0.5)',str(t1) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'pow(\\1,0.25)',str(t1) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'pow(\\1, -0.5)',str(t1) )  \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'pow(\\1, -0.25)',str(t1) ) \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(0\\.5\\)', r'pow(\\1, 0.5)',str(t1) )  \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(0\\.25\\)', r'pow(\\1, 0.25)',str(t1) ) \n",
-    "    \n",
-    "    t1 =  re.sub(r'([^*]*)\\*{2}0\\.25', r'pow(\\1, 0.25)',str(t1) ) \n",
-    "    t1 =  re.sub(r'([^*]*)\\*{2}0\\.5', r'pow(\\1, 0.5)',str(t1) ) \n",
-    "    \n",
-    "    \n",
-    "    \n",
-    "#     t1 =  re.sub(r'[l][o][g]', r'fct_log',str(eq) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'(creal(fsq(\\1 +eps)**0.5))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'(creal(fsq(\\1 +eps)**0.25))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'(creal(fnsq(\\1 +eps)))',str(t1) )  \n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'(creal(fnsq2(\\1 +eps)))',str(t1) ) \n",
-    "\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'(re(fsq(\\1 )**0.5))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'(re(fsq(\\1 )**0.25))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'(re(fnsq(\\1 )))',str(t1) )  \n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'(re(fnsq2(\\1 )))',str(t1) )   \n",
-    "\n",
-    "    return(t1) \n",
-    "\n",
-    "def func_print(data):\n",
-    "    txt ='{'\n",
-    "    for i,val in enumerate(data):\n",
-    "        if i == len(data)-1:\n",
-    "            txt += str(val)\n",
-    "        else:\n",
-    "            txt += str(val)+', ' \n",
-    "    \n",
-    "    txt +='}'    \n",
-    "    return(txt)\n",
-    "\n",
-    "def func_print2(data):\n",
-    "    txt ='{'\n",
-    "    for i,val in enumerate(data):\n",
-    "        if i == len(data)-1:\n",
-    "            if len(val) > 1:\n",
-    "                txt +='{'\n",
-    "                for j,val2 in enumerate(val):\n",
-    "                    if j == len(val)-1:\n",
-    "                        txt += str(val2)\n",
-    "                    else:\n",
-    "                        txt += str(val2)+', ' \n",
-    "                txt +='}'\n",
-    "            else:\n",
-    "                txt += str(val)\n",
-    "        else:\n",
-    "            if len(val) > 1:\n",
-    "                txt +='{'\n",
-    "                for j,val2 in enumerate(val):\n",
-    "                    if j == len(val)-1:\n",
-    "                        txt += str(val2)\n",
-    "                    else:\n",
-    "                        txt += str(val2)+', ' \n",
-    "                txt +='},'\n",
-    "            else:\n",
-    "                txt += str(val)+', ' \n",
-    "    \n",
-    "    txt +='}'    \n",
-    "    return(txt)\n",
-    "\n",
-    "op = ''"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     2,
-     210,
-     374,
-     446,
-     522,
-     625,
-     724,
-     822,
-     884,
-     945,
-     1098,
-     1265,
-     1465,
-     1530,
-     1595
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# ss database\n",
-    "\n",
-    "def liq():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 12\n",
-    "\n",
-    "    W         = [0]*66\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # wo  range\n",
-    "    Range[1]  = [0,1]; # sl  range\n",
-    "    Range[2]  = [0,1]; # fo  range\n",
-    "    Range[3]  = [0,1]; # fa  range\n",
-    "    Range[4]  = [0,1]; # jd  range\n",
-    "    Range[5]  = [0,1]; # hm  range\n",
-    "    Range[6]  = [0,1]; # ek  range\n",
-    "    Range[7]  = [0,1]; # ti  range\n",
-    "    Range[8]  = [0,1]; # kj  range\n",
-    "    Range[9]  = [0,1]; # yct range\n",
-    "    Range[10] = [0,1]; # h2o range\n",
-    "\n",
-    "    p[0] = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "    p[1] = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "    p[2] = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "    p[3] = sympify('fo + 3/4*yct*fo');\n",
-    "    p[4] = sympify('fa + 3/4*yct*fa');\n",
-    "    p[5] = sympify('jd + 3/4*yct*jd');\n",
-    "    p[6] = sympify('hm + 3/4*yct*hm');\n",
-    "    p[7] = sympify('ek + 3/4*yct*ek');\n",
-    "    p[8] = sympify('ti + 3/4*yct*ti');\n",
-    "    p[9] = sympify('kj + 3/4*yct*kj');\n",
-    "    p[10] = sympify('yct');\n",
-    "    p[11] = sympify('h2o + 3/4*yct*h2o');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 9.5 - 0.10*P;\n",
-    "    W[1] = -10.3;\n",
-    "    W[2] = -26.5 - 3.12*P;\n",
-    "    W[3] = -12.0 - 0.55*P;\n",
-    "    W[4] = -15.1 - 0.13*P;\n",
-    "    W[5] = 20.0;\n",
-    "    W[6] = 0;\n",
-    "    W[7] = 24.6;\n",
-    "    W[8] = -17.8 - 0.05*P;\n",
-    "    W[9] = -14.6;\n",
-    "    W[10] = 17.8 - 0.61*P;\n",
-    "    W[11] = -26.5 + 0.85*P;\n",
-    "    W[12] = 2.2;\n",
-    "    W[13] = 2.5;\n",
-    "    W[14] = 16.8;\n",
-    "    W[15] = -5.0;\n",
-    "    W[16] = 0;\n",
-    "    W[17] = 15.2 - 0.04*P;\n",
-    "    W[18] = 7.0;\n",
-    "    W[19] = 4.0;\n",
-    "    W[20] = 23.7 - 0.94*P;\n",
-    "    W[21] = 25.5 + 0.11*P;\n",
-    "    W[22] = 14.0;\n",
-    "    W[23] = -1.2;\n",
-    "    W[24] = 0;\n",
-    "    W[25] = 0;\n",
-    "    W[26] = 18.0;\n",
-    "    W[27] = -1.1;\n",
-    "    W[28] = 9.5;\n",
-    "    W[29] = 40.3 - 0.86*P;\n",
-    "    W[30] = 18.0;\n",
-    "    W[31] = 1.5;\n",
-    "    W[32] = 0;\n",
-    "    W[33] = 0;\n",
-    "    W[34] = 7.5;\n",
-    "    W[35] = 3.0;\n",
-    "    W[36] = -5.6;\n",
-    "    W[37] = 9.4 - 1.58*P;\n",
-    "    W[38] = 7.5 - 0.05*P;\n",
-    "    W[39] = -30.0;\n",
-    "    W[40] = 0;\n",
-    "    W[41] = 6.7;\n",
-    "    W[42] = 10.0;\n",
-    "    W[43] = -6.5;\n",
-    "    W[44] = 9.2 - 1.58*P;\n",
-    "    W[45] = 10.0;\n",
-    "    W[46] = 0;\n",
-    "    W[47] = 16.5 + 0.14*P;\n",
-    "    W[48] = -5.9;\n",
-    "    W[49] = 7.6;\n",
-    "    W[50] = -8.3 - 0.06*P; \n",
-    "    W[51] = 0;\n",
-    "    W[52] = 0;\n",
-    "    W[53] = 10.0;\n",
-    "    W[54] = 0;\n",
-    "    W[55] = 60.0 - 0.66*P;\n",
-    "    W[56] = 0;\n",
-    "    W[57] = 0;\n",
-    "    W[58] = 0;\n",
-    "    W[59] = 30.0 - 0.66*P; \n",
-    "    W[60] = 9.0;\n",
-    "    W[61] = 0;\n",
-    "    W[62] = 30.0 - 0.60*P;\n",
-    "    W[63] = -5.6;\n",
-    "    W[64] = -0.1 + 0.22*P;\n",
-    "    W[65] = 17.3 + 0.05*P;\n",
-    "\n",
-    "    v[0] = 100.00;\n",
-    "    v[1] = 120.00;\n",
-    "    v[2] = 140.00;\n",
-    "    v[3] = 240.00;\n",
-    "    v[4] = 100.00;\n",
-    "    v[5] = 120.00;\n",
-    "    v[6] = 100.00;\n",
-    "    v[7] = 100.00;\n",
-    "    v[8] = 100.00;\n",
-    "    v[9] = 100.00;\n",
-    "    v[10] = 100.00;\n",
-    "    v[11] = 100.00;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    pq   = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "    psl  = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "    pwo  = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "    pjd  = sympify('jd + 3/4*yct*jd');\n",
-    "    phm  = sympify('hm + 3/4*yct*hm');\n",
-    "    pek  = sympify('ek + 3/4*yct*ek');\n",
-    "    pti  = sympify('ti + 3/4*yct*ti');\n",
-    "    pkj  = sympify('kj + 3/4*yct*kj');\n",
-    "    pct  = sympify('yct');\n",
-    "    pol  = sympify('fo + fa + 3/4*yct*(fo + fa)');\n",
-    "    sumT = sympify('1 - h2o + (-3/4*yct)*h2o');\n",
-    "    mgM  = sympify('4*fo');\n",
-    "    feM  = sympify('4*fa');\n",
-    "    CaM  = sympify('wo');\n",
-    "    AlM  = sympify('sl');\n",
-    "    sumM = sympify('4*fo + 4*fa + sl + wo');\n",
-    "    xh   = sympify('h2o');\n",
-    "    xv   = sympify('1 - h2o');\n",
-    "\n",
-    "    sf = [pq, psl, pwo, pjd, phm, pek, pti, pkj, pct, pol, sumT, mgM, feM, CaM, AlM, sumM, xh, xv];\n",
-    "\n",
-    "    pq   = sympify('sf_L_0_R_');\n",
-    "    psl  = sympify('sf_L_1_R_');\n",
-    "    pwo  = sympify('sf_L_2_R_');\n",
-    "    pjd  = sympify('sf_L_3_R_');\n",
-    "    phm  = sympify('sf_L_4_R_');\n",
-    "    pek  = sympify('sf_L_5_R_');\n",
-    "    pti  = sympify('sf_L_6_R_');\n",
-    "    pkj  = sympify('sf_L_7_R_');\n",
-    "    pct  = sympify('sf_L_8_R_');\n",
-    "    pol  = sympify('sf_L_9_R_');\n",
-    "    sumT = sympify('sf_L_10_R_');\n",
-    "    mgM  = sympify('sf_L_11_R_');\n",
-    "    feM  = sympify('sf_L_12_R_');\n",
-    "    CaM  = sympify('sf_L_13_R_');\n",
-    "    AlM  = sympify('sf_L_14_R_');\n",
-    "    sumM = sympify('sf_L_15_R_');\n",
-    "    xh   = sympify('sf_L_16_R_');\n",
-    "    xv   = sympify('sf_L_17_R_');\n",
-    "    \n",
-    "    idm[0]  =   xv**2*(sumT**-1)*pq;\n",
-    "    idm[1]  =   xv**2*(sumT**-1)*psl*AlM*sumM**-1;\n",
-    "    idm[2]  =   xv**2*(sumT**-1)*pwo*CaM*sumM**-1;\n",
-    "    idm[3]  =   xv**2*(sumT**-1)*pol*mgM**4*sumM**-4;\n",
-    "    idm[4]  =   xv**2*(sumT**-1)*pol*feM**4*sumM**-4;\n",
-    "    idm[5]  =   xv**2*(sumT**-1)*pjd;\n",
-    "    idm[6]  =   xv**2*(sumT**-1)*phm;\n",
-    "    idm[7]  =   xv**2*(sumT**-1)*pek;\n",
-    "    idm[8]  =   xv**2*(sumT**-1)*pti;\n",
-    "    idm[9]  =   xv**2*(sumT**-1)*pkj;\n",
-    "    idm[10] =   xv**2*(sumT**-1)*pct;\n",
-    "    idm[11] =   xh**2;\n",
-    "\n",
-    "\n",
-    "\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "    gbase[10] = sympify('gb11');\n",
-    "    gbase[11] = sympify('gb12');\n",
-    "\n",
-    "\n",
-    "    symb     = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','yct','h2o']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','yct','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','x[10]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def fl():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 11\n",
-    "\n",
-    "    W         = [0]*55\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # wo  range\n",
-    "    Range[1]  = [0,1]; # sl  range\n",
-    "    Range[2]  = [0,1]; # fo  range\n",
-    "    Range[3]  = [0,1]; # fa  range\n",
-    "    Range[4]  = [0,1]; # jd  range\n",
-    "    Range[5]  = [0,1]; # hm  range\n",
-    "    Range[6]  = [0,1]; # ek  range\n",
-    "    Range[7]  = [0,1]; # ti  range\n",
-    "    Range[8]  = [0,1]; # kj  range\n",
-    "    Range[9]  = [0,1]; # h2o range\n",
-    "    \n",
-    "\n",
-    "\n",
-    "    p[0] = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "    p[1] = sympify('sl');\n",
-    "    p[2] = sympify('wo');\n",
-    "    p[3] = sympify('fo');\n",
-    "    p[4] = sympify('fa');\n",
-    "    p[5] = sympify('jd');\n",
-    "    p[6] = sympify('hm');\n",
-    "    p[7] = sympify('ek');\n",
-    "    p[8] = sympify('ti');\n",
-    "    p[9] = sympify('kj');\n",
-    "    p[10] = sympify('h2o');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 0;\n",
-    "    W[1] = 0;\n",
-    "    W[2] = 0;\n",
-    "    W[3] = 0;\n",
-    "    W[4] = 0;\n",
-    "    W[5] = 0;\n",
-    "    W[6] = 0;\n",
-    "    W[7] = 0;\n",
-    "    W[8] = 0;\n",
-    "    W[9] = 59.0 - 0.82*P;\n",
-    "    W[10] = 0;\n",
-    "    W[11] = 0;\n",
-    "    W[12] = 0;\n",
-    "    W[13] = 0;\n",
-    "    W[14] = 0;\n",
-    "    W[15] = 0;\n",
-    "    W[16] = 0;\n",
-    "    W[17] = 0;\n",
-    "    W[18] = 57.6 - 0.80*P;\n",
-    "    W[19] = 0;\n",
-    "    W[20] = 0;\n",
-    "    W[21] = 0;\n",
-    "    W[22] = 0;\n",
-    "    W[23] = 0;\n",
-    "    W[24] = 0;\n",
-    "    W[25] = 0;\n",
-    "    W[26] = 72.2 - 0.67*P;\n",
-    "    W[27] = 0;\n",
-    "    W[28] = 0;\n",
-    "    W[29] = 0;\n",
-    "    W[30] = 0;\n",
-    "    W[31] = 0;\n",
-    "    W[32] = 0;\n",
-    "    W[33] = 71.7 - 1.10*P;\n",
-    "    W[34] = 0;\n",
-    "    W[35] = 0;\n",
-    "    W[36] = 0;\n",
-    "    W[37] = 0;\n",
-    "    W[38] = 0;\n",
-    "    W[39] = 71.7 - 1.10*P;\n",
-    "    W[40] = 0;\n",
-    "    W[41] = 0;\n",
-    "    W[42] = 0;\n",
-    "    W[43] = 0;\n",
-    "    W[44] = 57.0 - 0.79*P;\n",
-    "    W[45] = 0;\n",
-    "    W[46] = 0;\n",
-    "    W[47] = 0;\n",
-    "    W[48] = 73.0 - 0.66*P;\n",
-    "    W[49] = 0;\n",
-    "    W[50] = 0;\n",
-    "    W[51] = 73.0 - 0.66*P;\n",
-    "    W[52] = 0;\n",
-    "    W[53] = 75.0 - 0.67*P;\n",
-    "    W[54] = 44.9 - 1.19*P;\n",
-    "\n",
-    "    v = 0;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    pq  = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "    psl = sympify('sl');\n",
-    "    pwo = sympify('wo');\n",
-    "    pfo = sympify('fo');\n",
-    "    pfa = sympify('fa');\n",
-    "    pjd = sympify('jd');\n",
-    "    phm = sympify('hm');\n",
-    "    pek = sympify('ek');\n",
-    "    pti = sympify('ti');\n",
-    "    pkj = sympify('kj');\n",
-    "    ph2o= sympify('h2o');\n",
-    "    fac = sympify('1 - h2o');\n",
-    "\n",
-    "    sf = [pq, psl, pwo, pfo, pfa, pjd, phm, pek, pti, pkj, ph2o, fac];\n",
-    "\n",
-    "    pq  = sympify('sf_L_0_R_');\n",
-    "    psl = sympify('sf_L_1_R_');\n",
-    "    pwo = sympify('sf_L_2_R_');\n",
-    "    pfo = sympify('sf_L_3_R_');\n",
-    "    pfa = sympify('sf_L_4_R_');\n",
-    "    pjd = sympify('sf_L_5_R_');\n",
-    "    phm = sympify('sf_L_6_R_');\n",
-    "    pek = sympify('sf_L_7_R_');\n",
-    "    pti = sympify('sf_L_8_R_');\n",
-    "    pkj = sympify('sf_L_9_R_');\n",
-    "    ph2o= sympify('sf_L_10_R_');\n",
-    "    fac = sympify('sf_L_11_R_'); \n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0]  =   fac*pq;\n",
-    "    idm[1]  =   fac*psl;\n",
-    "    idm[2]  =   fac*pwo;\n",
-    "    idm[3]  =   fac*pfo;\n",
-    "    idm[4]  =   fac*pfa;\n",
-    "    idm[5]  =   fac*pjd;\n",
-    "    idm[6]  =   fac*phm;\n",
-    "    idm[7]  =   fac*pek;\n",
-    "    idm[8]  =   fac*pti;\n",
-    "    idm[9]  =   fac*pkj;\n",
-    "    idm[10] =  ph2o**2;\n",
-    "    \n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "    gbase[10] = sympify('gb11');\n",
-    "\n",
-    "\n",
-    "    symb     = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','h2o']\n",
-    "    sym_list = symb;\n",
-    "    in_var  = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','x[10]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def pl4T():\n",
-    "    \n",
-    "    P        = symbols('P')\n",
-    "    T        = symbols('T')\n",
-    "    n_em     = 3 # 3 endmembers and 2 compositional variables\n",
-    "\n",
-    "    W        = [0]*3\n",
-    "    v        = [0]*3\n",
-    "    gbase    = [0]*n_em;\n",
-    "    p        = [0]*n_em;\n",
-    "    idm      = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    IG[0]    = 0.8;\n",
-    "    IG[1]    = 0.03;\n",
-    "    \n",
-    "    # Validity bounds (need as many slack variables and Lagrange multiplier as there is range bounds)\n",
-    "    # Dim = n_emm - 1\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "  \n",
-    "    Range[0] = [0,1]; # ca range\n",
-    "    Range[1] = [0,1]; # k range\n",
-    "\n",
-    "    \n",
-    "    p[0]    = sympify('1 - k - ca');\n",
-    "    p[1]    = sympify('ca');\n",
-    "    p[2]    = sympify('k');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0]    = 14.6 - 0.00935*T - 0.04*P;\n",
-    "    W[1]    = 24.1 - 0.00957*T + 0.338*P;\n",
-    "    W[2]    = 48.5 - 0.13*P;\n",
-    "    v[0]    = 0.674;\n",
-    "    v[1]    = 0.55;\n",
-    "    v[2]    = 1.0;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xNaA  = sympify('1 - ca - k');\n",
-    "    xCaA  = sympify('ca');\n",
-    "    xKA   = sympify('k');\n",
-    "    xAlTB = sympify('1/4 + 1/4*ca');\n",
-    "    xSiTB = sympify('3/4 - 1/4*ca');\n",
-    "\n",
-    "    sf = [xNaA, xCaA, xKA, xAlTB, xSiTB];\n",
-    "\n",
-    "    xNaA  = sympify('sf_L_0_R_');\n",
-    "    xCaA  = sympify('sf_L_1_R_');\n",
-    "    xKA   = sympify('sf_L_2_R_'); \n",
-    "    xAlTB = sympify('sf_L_3_R_');\n",
-    "    xSiTB = sympify('sf_L_4_R_'); \n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4);\n",
-    "    idm[1] =   2*xCaA*xAlTB**(1/2)*xSiTB**(1/2);\n",
-    "    idm[2] =   1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4);\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['ca','k']\n",
-    "    sym_list = symb;\n",
-    "    \n",
-    "    in_var  = ['ca','k','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def ol():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # c range\n",
-    "    Range[2]  = [0,1]; # Q range\n",
-    "\n",
-    "    p[0] = sympify('c');\n",
-    "    p[1] = sympify('-q + x');\n",
-    "    p[2] = sympify('1 - c - q - x + c*x');\n",
-    "    p[3] = sympify('2*q + (-c)*x');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 24.;\n",
-    "    W[1] = 38.;\n",
-    "    W[2] = 24.;\n",
-    "    W[3] = 9.;\n",
-    "    W[4] = 4.5;\n",
-    "    W[5] = 4.5;    \n",
-    "    v    = 0.\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 + q - x');\n",
-    "    xFeM1 = sympify('-q + x');\n",
-    "    xMgM2 = sympify('1 - c - q - x + c*x');\n",
-    "    xFeM2 = sympify('q + x + (-c)*x');\n",
-    "    xCaM2 = sympify('c');\n",
-    "    \n",
-    "    idm2[0] =   xMgM1*xCaM2;\n",
-    "    idm2[1] =   xFeM1*xFeM2;\n",
-    "    idm2[2] =   xMgM1*xMgM2;\n",
-    "    idm2[3] =   xMgM1*xFeM2;\n",
-    "    \n",
-    "    sf    = [xMgM1, xFeM1, xMgM2, xFeM2, xCaM2];\n",
-    "    \n",
-    "    xMgM1 = sympify('sf_L_0_R_');\n",
-    "    xFeM1 = sympify('sf_L_1_R_');\n",
-    "    xMgM2 = sympify('sf_L_2_R_');\n",
-    "    xFeM2 = sympify('sf_L_3_R_');\n",
-    "    xCaM2 = sympify('sf_L_4_R_');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xMgM1*xCaM2;\n",
-    "    idm[1] =   xFeM1*xFeM2;\n",
-    "    idm[2] =   xMgM1*xMgM2;\n",
-    "    idm[3] =   xMgM1*xFeM2;\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    \n",
-    "    symb     = ['x','c','q']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','c','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def mu():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*6\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # y range\n",
-    "    Range[2]  = [0,1]; # f range\n",
-    "    Range[3]  = [0,1]; # n range\n",
-    "    Range[4]  = [0,1]; # c range\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1. - x - y + x*y');\n",
-    "    p[2] = sympify('x + (-x)*y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0. + 0.20*P;\n",
-    "    W[1] = 0. + 0.20*P;\n",
-    "    W[2] = 10.12 + 0.0034*T + 0.353*P;\n",
-    "    W[3] = 35.0;\n",
-    "    W[4] = 0.;\n",
-    "    W[5] = 0.;\n",
-    "    W[6] = 45.0 + 0.25*P;\n",
-    "    W[7] = 50.0;\n",
-    "    W[8] = 0.;\n",
-    "    W[9] = 45.0 + 0.25*P;\n",
-    "    W[10] = 50.0;\n",
-    "    W[11] = 0.;\n",
-    "    W[12] = 15.0;\n",
-    "    W[13] = 30.0;\n",
-    "    W[14] = 35.0;\n",
-    "    v[0] = 0.63;\n",
-    "    v[1] = 0.63;\n",
-    "    v[2] = 0.63;\n",
-    "    v[3] = 0.37;\n",
-    "    v[4] = 0.63;\n",
-    "    v[5] = 0.63;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xKA     = sympify('1. - c - n');\n",
-    "    xNaA    = sympify('n');\n",
-    "    xCaA    = sympify('c');\n",
-    "    xMgM2A  = sympify('1. - x - y + x*y');\n",
-    "    xFeM2A  = sympify('x + (-x)*y');\n",
-    "    xAlM2A  = sympify('y');\n",
-    "    xAlM2B  = sympify('1. - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1   = sympify('1. - 1./2.*c - 1./2.*y');\n",
-    "    xAlT1   = sympify('1./2.*c + 1./2.*y'); \n",
-    "    \n",
-    "    sf      = [xKA, xNaA, xCaA, xMgM2A, xFeM2A, xAlM2A, xAlM2B, xFe3M2B, xSiT1, xAlT1];\n",
-    "\n",
-    "    xKA     = sympify('sf_L_0_R_');\n",
-    "    xNaA    = sympify('sf_L_1_R_');\n",
-    "    xCaA    = sympify('sf_L_2_R_');\n",
-    "    xMgM2A  = sympify('sf_L_3_R_');\n",
-    "    xFeM2A  = sympify('sf_L_4_R_');\n",
-    "    xAlM2A  = sympify('sf_L_5_R_');\n",
-    "    xAlM2B  = sympify('sf_L_6_R_');\n",
-    "    xFe3M2B = sympify('sf_L_7_R_');\n",
-    "    xSiT1   = sympify('sf_L_8_R_');\n",
-    "    xAlT1   = sympify('sf_L_9_R_');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = 4*xKA*xAlM2A*xAlM2B*xSiT1*xAlT1;\n",
-    "    idm[1] =   xKA*xMgM2A*xAlM2B*(xSiT1**2);\n",
-    "    idm[2] =   xKA*xFeM2A*xAlM2B*(xSiT1**2);\n",
-    "    idm[3] = 4*xNaA*xAlM2A*xAlM2B*xSiT1*xAlT1;\n",
-    "    idm[4] =   xCaA*xAlM2A*xAlM2B*(xAlT1**2);\n",
-    "    idm[5] = 4*xKA*xAlM2A*xFe3M2B*xSiT1*xAlT1;\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    symb     = ['x','y','f','n','c']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def bi():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # y range\n",
-    "    Range[2]  = [0,1]; # f range\n",
-    "    Range[3]  = [0,1]; # t range\n",
-    "    Range[4]  = [0,1]; # Q range\n",
-    "    \n",
-    "    p[0] = sympify('1.0 - f - t - x - y - 2.0/3.0*q + f*x + t*x + x*y');\n",
-    "    p[1] = sympify('-1/3*q + x');\n",
-    "    p[2] = sympify('q -f*x -t*x -x*y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('t');\n",
-    "    p[5] = sympify('f');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12.;\n",
-    "    W[1] = 4.;\n",
-    "    W[2] = 10.;\n",
-    "    W[3] = 30.;\n",
-    "    W[4] = 8.;\n",
-    "    W[5] = 8.;\n",
-    "    W[6] = 5.;\n",
-    "    W[7] = 32.;\n",
-    "    W[8] = 13.6;\n",
-    "    W[9] = 7.;\n",
-    "    W[10] = 24.;\n",
-    "    W[11] = 5.6;\n",
-    "    W[12] = 40.0;\n",
-    "    W[13] = 1.0;\n",
-    "    W[14] = 40.0;\n",
-    "    v = 0.;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM3 = sympify('1 - f - t - x - y - 2/3*q + f*x + t*x + x*y');\n",
-    "    xFeM3 = sympify('x + 2/3*q + (-f)*x + (-t)*x + (-x)*y');\n",
-    "    xFe3M3 = sympify('f');\n",
-    "    xTiM3 = sympify('t');\n",
-    "    xAlM3 = sympify('y');\n",
-    "    xMgM12 = sympify('1 + 1/3*q - x');\n",
-    "    xFeM12 = sympify('-1/3*q + x');\n",
-    "    xSiT = sympify('1/2 - 1/2*f - 1/2*y');\n",
-    "    xAlT = sympify('1/2 + 1/2*f + 1/2*y');\n",
-    "    xOHV = sympify('1 - t');\n",
-    "    xOV = sympify('t');\n",
-    "    \n",
-    "    sf  = [xMgM3, xFeM3, xFe3M3, xTiM3, xAlM3, xMgM12, xFeM12, xSiT, xAlT, xOHV, xOV];\n",
-    "     \n",
-    "    xMgM3  = sympify('sf_L_0_R_');\n",
-    "    xFeM3  = sympify('sf_L_1_R_');\n",
-    "    xFe3M3 = sympify('sf_L_2_R_');\n",
-    "    xTiM3  = sympify('sf_L_3_R_');\n",
-    "    xAlM3  = sympify('sf_L_4_R_');\n",
-    "    xMgM12 = sympify('sf_L_5_R_');\n",
-    "    xFeM12 = sympify('sf_L_6_R_');\n",
-    "    xSiT   = sympify('sf_L_7_R_');\n",
-    "    xAlT   = sympify('sf_L_8_R_');\n",
-    "    xOHV   = sympify('sf_L_9_R_');\n",
-    "    xOV    = sympify('sf_L_10_R_'); \n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = 4*xMgM3*xMgM12**2*xSiT*xAlT*xOHV**2;\n",
-    "    idm[1] =   4*xFeM3*xFeM12**2*xSiT*xAlT*xOHV**2;\n",
-    "    idm[2] =   4*xFeM3*xMgM12**2*xSiT*xAlT*xOHV**2;\n",
-    "    idm[3] = xAlM3*xMgM12**2*xAlT**2*xOHV**2;\n",
-    "    idm[4] =   4*xTiM3*xMgM12**2*xSiT*xAlT*xOV**2;\n",
-    "    idm[5] = xFe3M3*xMgM12**2*xAlT**2*xOHV**2;\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    \n",
-    "    symb     = ['x','y','f','t','q']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','y','f','t','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def g():\n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*6\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x  range\n",
-    "    Range[1]  = [0,1]; # c  range\n",
-    "    Range[2]  = [0,1]; # f  range\n",
-    "    Range[3]  = [0,1]; # cr range\n",
-    "    Range[4]  = [0,1]; # t  range\n",
-    "\n",
-    "    p[0] = sympify('1 - c - cr - x - 4*t + c*x');\n",
-    "    p[1] = sympify('x + (-c)*x');\n",
-    "    p[2] = sympify('c - f');\n",
-    "    p[3] = sympify('f');\n",
-    "    p[4] = sympify('cr');\n",
-    "    p[5] = sympify('4*t');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 4.0 + 0.10*P;\n",
-    "    W[1] = 45.4 - 0.010*T + 0.04*P;\n",
-    "    W[2] = 107.0 - 0.010*T - 0.036*P;\n",
-    "    W[3] = 2.0;\n",
-    "    W[4] = 0;\n",
-    "    W[5] = 17.0 - 0.010*T + 0.10*P;\n",
-    "    W[6] = 65.0 - 0.010*T + 0.039*P;\n",
-    "    W[7] = 6.0 + 0.01*P;\n",
-    "    W[8] = 0;\n",
-    "    W[9] = 2.0;\n",
-    "    W[10] = 1.0 - 0.010*T + 0.18*P;\n",
-    "    W[11] = 0;\n",
-    "    W[12] = 63.0 - 0.010*T + 0.10*P;\n",
-    "    W[13] = 0;\n",
-    "    W[14] = 0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 2.50;\n",
-    "    v[3] = 2.50;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - c - x + c*x');\n",
-    "    xFeM1  = sympify('x + (-c)*x');\n",
-    "    xCaM1  = sympify('c');\n",
-    "    xAlM2  = sympify('1 - cr - f - 2*t');\n",
-    "    xCrM2  = sympify('cr');\n",
-    "    xFe3M2 = sympify('f');\n",
-    "    xMgM2  = sympify('t');\n",
-    "    xTiM2  = sympify('t');\n",
-    "\n",
-    "    sf    = [xMgM1, xFeM1, xCaM1, xAlM2, xCrM2, xFe3M2, xMgM2, xTiM2];      \n",
-    "    \n",
-    "    xMgM1  = sympify('sf_L_0_R_');\n",
-    "    xFeM1  = sympify('sf_L_1_R_');\n",
-    "    xCaM1  = sympify('sf_L_2_R_');\n",
-    "    xAlM2  = sympify('sf_L_3_R_');\n",
-    "    xCrM2  = sympify('sf_L_4_R_');\n",
-    "    xFe3M2 = sympify('sf_L_5_R_');\n",
-    "    xMgM2  = sympify('sf_L_6_R_');\n",
-    "    xTiM2  = sympify('sf_L_7_R_');\n",
-    "    p1     = sympify('sf_L_8_R_');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xMgM1**3*xAlM2**2;\n",
-    "    idm[1] =   xFeM1**3*xAlM2**2;\n",
-    "    idm[2] =   xCaM1**3*xAlM2**2;\n",
-    "    idm[3] =   xCaM1**3*xFe3M2**2;\n",
-    "    idm[4] =   xMgM1**3*xCrM2**2;\n",
-    "    idm[5] = 8*xMgM1**3*xAlM2*xMgM2**(1/2)*xTiM2**(1/2);\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    symb     = ['x','c','f','cr','t']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','cr','f','c','t','log']   \n",
-    "    out_var = ['x[0]','x[3]','x[2]','x[1]','x[4]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def ep():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];   # f range\n",
-    "    Range[1]  = [0,0.5]; # Q range\n",
-    "\n",
-    "    p[0] = sympify('1 - f - q');\n",
-    "    p[1] = sympify('2*q');\n",
-    "    p[2] = sympify('f - q');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 1.;\n",
-    "    W[1] = 3.;\n",
-    "    W[2] = 1.;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeM1 = sympify('f - q');\n",
-    "    xAlM1 = sympify('1 - f + q');\n",
-    "    xFeM3 = sympify('f + q');\n",
-    "    xAlM3 = sympify('1 - f - q');\n",
-    "\n",
-    "    \n",
-    "    sf    = [xFeM1, xAlM1, xFeM3, xAlM3];\n",
-    "\n",
-    "    xFeM1 = sympify('sf_L_0_R_');\n",
-    "    xAlM1 = sympify('sf_L_1_R_');\n",
-    "    xFeM3 = sympify('sf_L_2_R_');\n",
-    "    xAlM3 = sympify('sf_L_3_R_');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xAlM1*xAlM3;\n",
-    "    idm[1] =   xAlM1*xFeM3;\n",
-    "    idm[2] =   xFeM1*xFeM3;\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    \n",
-    "    symb     = ['f','q']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def cd():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # h range\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - h - x');\n",
-    "    p[1] = sympify('x');\n",
-    "    p[2] = sympify('h');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 6.;\n",
-    "    W[1] = 0.;\n",
-    "    W[2] = 0.;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeX  = sympify('x');\n",
-    "    xMgX  = sympify('1 - x');\n",
-    "    xH2OH = sympify('h');\n",
-    "    xvH   = sympify('1 - h');\n",
-    "\n",
-    "    sf  = [xFeX, xMgX, xH2OH, xvH];\n",
-    "\n",
-    "    xFeX  = sympify('sf_L_0_R_');\n",
-    "    xMgX  = sympify('sf_L_1_R_');\n",
-    "    xH2OH = sympify('sf_L_2_R_');\n",
-    "    xvH   = sympify('sf_L_3_R_');   \n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xMgX**2*xvH;\n",
-    "    idm[1] =   xFeX**2*xvH;\n",
-    "    idm[2] =   xMgX**2*xH2OH;\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['x','h']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','h','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def opx():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 9\n",
-    "    idm2 = []\n",
-    "\n",
-    "    W         = [0]*36\n",
-    "    v         = [0]*9\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # c range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [-1,1]; # Q range\n",
-    "    Range[4]  = [0,1];  # f range\n",
-    "    Range[5]  = [0,1];  # t range\n",
-    "    Range[6]  = [0,1];  # cr range\n",
-    "    Range[7]  = [0,1];  # j range\n",
-    "    \n",
-    "    p[0] = sympify('1 - c - j + q - x - y + (-j)*q + q*t + c*x + j*x + (-q)*y');\n",
-    "    p[1] = sympify('q + x + (-j)*q + q*t + (-j)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    p[2] = sympify('-2*q + 2*j*q + (-2*q)*t + (-c)*x + (-t)*x + 2*q*y + x*y');\n",
-    "    p[3] = sympify('c');\n",
-    "    p[4] = sympify('-cr - f + y - 2*t');\n",
-    "    p[5] = sympify('cr');\n",
-    "    p[6] = sympify('2*t');\n",
-    "    p[7] = sympify('f');\n",
-    "    p[8] = sympify('j');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 7.0;\n",
-    "    W[1] = 4.0;\n",
-    "    W[2] = 29.4;\n",
-    "    W[3] = 12.5 - 0.04*P;\n",
-    "    W[4] = 8.0;\n",
-    "    W[5] = 6.0;\n",
-    "    W[6] = 8.0;\n",
-    "    W[7] = 35.0;\n",
-    "    W[8] = 4.0;\n",
-    "    W[9] = 21.5 + 0.08*P;\n",
-    "    W[10] = 11.0 - 0.15*P;\n",
-    "    W[11] = 10.0;\n",
-    "    W[12] = 7.0;\n",
-    "    W[13] = 10.0;\n",
-    "    W[14] = 35.0;\n",
-    "    W[15] = 18.0 + 0.08*P;\n",
-    "    W[16] = 15.0 - 0.15*P;\n",
-    "    W[17] = 12.0;\n",
-    "    W[18] = 8.0;\n",
-    "    W[19] = 12.0;\n",
-    "    W[20] = 35.0;\n",
-    "    W[21] = 75.5 - 0.84*P;\n",
-    "    W[22] = 20.0;\n",
-    "    W[23] = 40.0;\n",
-    "    W[24] = 20.0;\n",
-    "    W[25] = 35.0;\n",
-    "    W[26] = 2.0;\n",
-    "    W[27] = 10.0;\n",
-    "    W[28] = 2.0;\n",
-    "    W[29] = 7.0;\n",
-    "    W[30] = 6.0;\n",
-    "    W[31] = 2.0;\n",
-    "    W[32] = -11.0;\n",
-    "    W[33] = 6.0;\n",
-    "    W[34] = 20.0;\n",
-    "    W[35] = -11.0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 1.00;\n",
-    "    v[3] = 1.20;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "    v[6] = 1.00;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 1.20;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - j - q + t - x - y + j*q + (-q)*t + j*x + (-t)*x + q*y + x*y');\n",
-    "    xFeM1  = sympify('q + x + (-j)*q + q*t + (-j)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    xAlM1  = sympify('-cr - f + j + y - 2*t');\n",
-    "    xFe3M1 = sympify('f');\n",
-    "    xCrM1  = sympify('cr');\n",
-    "    xTiM1  = sympify('t');\n",
-    "    xMgM2  = sympify('1 - c - j + q - x + (-j)*q + q*t + c*x + j*x + (-q)*y');\n",
-    "    xFeM2  = sympify('-q + x + j*q + (-q)*t + (-c)*x + (-j)*x + q*y');\n",
-    "    xCaM2  = sympify('c');\n",
-    "    xNaM2  = sympify('j');\n",
-    "    xSiT   = sympify('1 - 1/2*y');\n",
-    "    xAlT   = sympify('1/2*y');\n",
-    "\n",
-    "    sf   = [xMgM1, xFeM1, xAlM1, xFe3M1, xCrM1, xTiM1, xMgM2, xFeM2, xCaM2, xNaM2, xSiT, xAlT];\n",
-    "\n",
-    "    xMgM1  = sympify('sf_L_0_R_');\n",
-    "    xFeM1  = sympify('sf_L_1_R_');\n",
-    "    xAlM1  = sympify('sf_L_2_R_');\n",
-    "    xFe3M1 = sympify('sf_L_3_R_');\n",
-    "    xCrM1  = sympify('sf_L_4_R_');\n",
-    "    xTiM1  = sympify('sf_L_5_R_');\n",
-    "    xMgM2  = sympify('sf_L_6_R_');\n",
-    "    xFeM2  = sympify('sf_L_7_R_');\n",
-    "    xCaM2  = sympify('sf_L_8_R_');\n",
-    "    xNaM2  = sympify('sf_L_9_R_');\n",
-    "    xSiT   = sympify('sf_L_10_R_');\n",
-    "    xAlT   = sympify('sf_L_11_R_');\n",
-    "    p1     = sympify('sf_L_12_R_');\n",
-    "    p5     = sympify('sf_L_13_R_');\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xMgM1*xMgM2*xSiT**(1/2);\n",
-    "    idm[1] =   xFeM1*xFeM2*xSiT**(1/2);\n",
-    "    idm[2] =   xMgM1*xFeM2*xSiT**(1/2);\n",
-    "    idm[3] =   xMgM1*xCaM2*xSiT**(1/2);\n",
-    "    idm[4] = 1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[5] = 1.4142*xCrM1*xMgM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[6] = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[7] = 1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[8] =   xAlM1*xNaM2*xSiT**(1/2);\n",
-    "    \n",
-    "    idm2[0] =   xMgM1*xMgM2*xSiT**(1/2)/p[0];\n",
-    "    idm2[1] =   xFeM1*xFeM2*xSiT**(1/2)/p[1];\n",
-    "    idm2[2] =   xMgM1*xFeM2*xSiT**(1/2)/p[2];\n",
-    "    idm2[3] =   xMgM1*xCaM2*xSiT**(1/2)/p[3];\n",
-    "    idm2[4] = 1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)/p[4];\n",
-    "    idm2[5] = 1.4142*xCrM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)/p[5];\n",
-    "    idm2[6] = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4)/p[6];\n",
-    "    idm2[7] = 1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4)/p[7];\n",
-    "    idm2[8] =   xAlM1*xNaM2*xSiT**(1/2)/p[8];\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    \n",
-    "    in_var  = ['x','y','cr','q','f','t','c','j','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[6]','x[3]','x[4]','x[5]','x[2]','x[7]','ln']\n",
-    "    \n",
-    "    symb     = ['x','y','c','q','f','t','cr','j']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def cpx():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 10\n",
-    "\n",
-    "    W         = [0]*45\n",
-    "    v         = [0]*10\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "# Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em); # declare range\n",
-    "    \n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # o range\n",
-    "    Range[3]  = [-1,1]; # n range\n",
-    "    Range[4]  = [0,1];  # Q range\n",
-    "    Range[5]  = [0,1];  # f range\n",
-    "    Range[6]  = [0,1];  # cr range\n",
-    "    Range[7]  = [0,1];  # t range\n",
-    "    Range[8]  = [0,1];  # k range\n",
-    "    \n",
-    "    p[0] = sympify('1 - k - n - o - y');\n",
-    "    p[1] = sympify('q + x + (-k)*q + (-n)*q + q*t + (-k)*x + (-n)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    p[2] = sympify('-cr - f + y - 2*t');\n",
-    "    p[3] = sympify('cr');\n",
-    "    p[4] = sympify('f');\n",
-    "    p[5] = sympify('2*t');\n",
-    "    p[6] = sympify('n');\n",
-    "    p[7] = sympify('o + q + (-k)*q + (-n)*q + q*t + (-o)*x + (-q)*y');\n",
-    "    p[8] = sympify('-x - 2*q + 2*k*q + 2*n*q + (-2*q)*t + k*x + n*x + o*x + (-t)*x + 2*q*y + x*y');\n",
-    "    p[9] = sympify('k');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 25.8;\n",
-    "    W[1] = 13.0 - 0.06*P;\n",
-    "    W[2] = 8.0;\n",
-    "    W[3] = 8.0;\n",
-    "    W[4] = 8.0;\n",
-    "    W[5] = 26.0;\n",
-    "    W[6] = 29.8;\n",
-    "    W[7] = 20.6;\n",
-    "    W[8] = 26.0;\n",
-    "    \n",
-    "    W[9] = 25.0 - 0.10*P;\n",
-    "    W[10] = 38.3;\n",
-    "    W[11] = 43.3;\n",
-    "    W[12] = 24.0;\n",
-    "    W[13] = 24.0;\n",
-    "    W[14] = 2.3;\n",
-    "    W[15] = 3.5;\n",
-    "    W[16] = 24.0;\n",
-    "    \n",
-    "    W[17] = 2.0;\n",
-    "    W[18] = 2.0;\n",
-    "    W[19] = 6.0;\n",
-    "    W[20] = 6.0;\n",
-    "    W[21] = 45.2 - 0.35*P;\n",
-    "    W[22] = 27.0 - 0.10*P;\n",
-    "    W[23] = 6.0;\n",
-    "    \n",
-    "    W[24] = 2.0;\n",
-    "    W[25] = 6.0;\n",
-    "    W[26] = 3.0;\n",
-    "    W[27] = 52.3;\n",
-    "    W[28] = 40.3;\n",
-    "    W[29] = 3.0;\n",
-    "    \n",
-    "    W[30] = 6.0;\n",
-    "    W[31] = 3.0;\n",
-    "    W[32] = 57.3;\n",
-    "    W[33] = 45.3;\n",
-    "    W[34] = 3.0;\n",
-    "    \n",
-    "    W[35] = 16.0;\n",
-    "    W[36] = 24.0;\n",
-    "    W[37] = 22.0;\n",
-    "    W[38] = 16.0;\n",
-    "    \n",
-    "    W[39] = 40.0;\n",
-    "    W[40] = 40.0;\n",
-    "    W[41] = 28.0;\n",
-    "    \n",
-    "    W[42] = 4.0;\n",
-    "    W[43] = 40.0;\n",
-    "    W[44] = 40.0;\n",
-    "    v[0] = 1.20;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 1.90;\n",
-    "    v[3] = 1.90;\n",
-    "    v[4] = 1.90;\n",
-    "    v[5] = 1.90;\n",
-    "    v[6] = 1.20;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 1.00;\n",
-    "    v[9] = 1.20;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - k - n - q + t - x - y + k*q + n*q + (-q)*t + k*x + n*x + (-t)*x + q*y + x*y');\n",
-    "    xFeM1  = sympify('q + x + (-k)*q + (-n)*q + q*t + (-k)*x + (-n)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    xAlM1  = sympify('-cr - f + k + n + y - 2*t');\n",
-    "    xFe3M1 = sympify('f');\n",
-    "    xCrM1  = sympify('cr');\n",
-    "    xTiM1  = sympify('t');\n",
-    "    xMgM2  = sympify('o + q + (-k)*q + (-n)*q + q*t + (-o)*x + (-q)*y');\n",
-    "    xFeM2  = sympify('-q + k*q + n*q + (-q)*t + o*x + q*y');\n",
-    "    xCaM2  = sympify('1 - k - n - o');\n",
-    "    xNaM2  = sympify('n');\n",
-    "    xKM2   = sympify('k');\n",
-    "    xSiT   = sympify('1 - 1/2*y');\n",
-    "    xAlT   = sympify('1/2*y');\n",
-    "\n",
-    "    sf   = [xMgM1, xFeM1, xAlM1, xFe3M1, xCrM1, xTiM1, xMgM2, xFeM2, xCaM2, xNaM2, xKM2, xSiT, xAlT];\n",
-    "    \n",
-    "    xMgM1  = sympify('sf_L_0_R_');\n",
-    "    xFeM1  = sympify('sf_L_1_R_');\n",
-    "    xAlM1  = sympify('sf_L_2_R_');\n",
-    "    xFe3M1 = sympify('sf_L_3_R_');\n",
-    "    xCrM1  = sympify('sf_L_4_R_');\n",
-    "    xTiM1  = sympify('sf_L_5_R_');\n",
-    "    xMgM2  = sympify('sf_L_6_R_');\n",
-    "    xFeM2  = sympify('sf_L_7_R_');\n",
-    "    xCaM2  = sympify('sf_L_8_R_');\n",
-    "    xNaM2  = sympify('sf_L_9_R_');\n",
-    "    xKM2   = sympify('sf_L_10_R_');\n",
-    "    xSiT   = sympify('sf_L_11_R_');\n",
-    "    xAlT   = sympify('sf_L_12_R_');\n",
-    "    p3     = sympify('sf_L_13_R_');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xMgM1*xCaM2*xSiT**(1/2);\n",
-    "    idm[1] =   xFeM1*xFeM2*xSiT**(1/2);\n",
-    "    idm[2] = 1.4142*xAlM1*xCaM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[3] = 1.4142*xCrM1*xCaM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[4] = 1.4142*xFe3M1*xCaM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[5] = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xCaM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[6] =   xAlM1*xNaM2*xSiT**(1/2);\n",
-    "    idm[7] =   xMgM1*xMgM2*xSiT**(1/2);\n",
-    "    idm[8] =   xMgM1*xFeM2*xSiT**(1/2);\n",
-    "    idm[9]=   xAlM1*xKM2*xSiT**(1/2);\n",
-    " \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "\n",
-    "    symb     = ['x','y','o','n','q','f','cr','t','k']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','y','o','n','q','f','cr','t','k','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','ln']\n",
-    "    \n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2,  n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def hb():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps_hb = symbols('eps')\n",
-    "    n_em = 11\n",
-    "\n",
-    "    W         = [0]*55\n",
-    "    v         = [0]*11\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # z range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [0,1];  # a range\n",
-    "    Range[4]  = [0,1];  # k range\n",
-    "    Range[5]  = [0,1];  # c range\n",
-    "    Range[6]  = [0,1];  # f range\n",
-    "    Range[7]  = [0,1];  # t range\n",
-    "    Range[8]  = [-1,1]; # Q1 range\n",
-    "    Range[9]  = [-1,1]; # Q2 range\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-1/2*a + c - f - t - y + z');\n",
-    "    p[1] = sympify('-1/2*a + f + y - z');\n",
-    "    p[2] = sympify('a + (-a)*k');\n",
-    "    p[3] = sympify('-f + z');\n",
-    "    p[4] = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z');\n",
-    "    p[5] = sympify('x - 2*Q2 - 5/2*Q1 + 2*f*Q2 + 2*Q2*t + c*x + (-f)*x + (-t)*x + 2*Q2*y + (-x)*y + x*z');\n",
-    "    p[6] = sympify('Q2 + 5/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "    p[7] = sympify('2*Q2 + 3/2*Q1 + (-2*f)*Q2 + (-2*Q2)*t + (-c)*x + f*x + t*x + (-2*Q2)*y + x*y + (-x)*z');\n",
-    "    p[8] = sympify('f');\n",
-    "    p[9] = sympify('a*k');\n",
-    "    p[10] = sympify('t'); \n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 20.0;\n",
-    "    W[1] = 25.0;\n",
-    "    W[2] = 65.0;\n",
-    "    W[3] = 45.0;\n",
-    "    W[4] = 75.0;\n",
-    "    W[5] = 57.0;\n",
-    "    W[6] = 63.0;\n",
-    "    W[7] = 52.0;\n",
-    "    W[8] = 30.0;\n",
-    "    W[9] = 85.0;\n",
-    "    W[10] = -40.0;\n",
-    "    W[11] = 25.0;\n",
-    "    W[12] = 70.0;\n",
-    "    W[13] = 80.0;\n",
-    "    W[14] = 70.0;\n",
-    "    W[15] = 72.5;\n",
-    "    W[16] = 20.0;\n",
-    "    W[17] = -40.0;\n",
-    "    W[18] = 35.0;\n",
-    "    W[19] = 50.0;\n",
-    "    W[20] = 90.0;\n",
-    "    W[21] = 106.7;\n",
-    "    W[22] = 94.8;\n",
-    "    W[23] = 94.8;\n",
-    "    W[24] = 40.0;\n",
-    "    W[25] = 8.0;\n",
-    "    W[26] = 15.0;\n",
-    "    W[27] = 100.0;\n",
-    "    W[28] = 113.5;\n",
-    "    W[29] = 100.0;\n",
-    "    W[30] = 111.2;\n",
-    "    W[31] = 0.0;\n",
-    "    W[32] = 54.0;\n",
-    "    W[33] = 75.0;\n",
-    "    W[34] = 33.0;\n",
-    "    W[35] = 18.0;\n",
-    "    W[36] = 23.0;\n",
-    "    W[37] = 80.0;\n",
-    "    W[38] = 87.0;\n",
-    "    W[39] = 100.0;\n",
-    "    W[40] = 12.0;\n",
-    "    W[41] = 8.0;\n",
-    "    W[42] = 91.0;\n",
-    "    W[43] = 96.0;\n",
-    "    W[44] = 65.0;\n",
-    "    W[45] = 20.0;\n",
-    "    W[46] = 80.0;\n",
-    "    W[47] = 94.0;\n",
-    "    W[48] = 95.0;\n",
-    "    W[49] = 90.0;\n",
-    "    W[50] = 94.0;\n",
-    "    W[51] = 95.0;\n",
-    "    W[52] = 50.0;\n",
-    "    W[53] = 50.0;\n",
-    "    W[54] = 35.0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.50;\n",
-    "    v[2] = 1.70;\n",
-    "    v[3] = 0.80;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "    v[6] = 1.00;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 0.80;\n",
-    "    v[9] = 1.70;\n",
-    "    v[10] = 1.50;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xvA     = sympify('1 - a');\n",
-    "    xNaA    = sympify('a + (-a)*k');\n",
-    "    xKA     = sympify('a*k');\n",
-    "    xMgM13  = sympify('1 + Q1 - x');\n",
-    "    xFeM13  = sympify('-Q1 + x');\n",
-    "    xMgM2   = sympify('1 - f + Q2 - t - x - y + (-f)*Q2 + (-Q2)*t + f*x + t*x + (-Q2)*y + x*y');\n",
-    "    xFeM2   = sympify('-Q2 + x + f*Q2 + Q2*t + (-f)*x + (-t)*x + Q2*y + (-x)*y');\n",
-    "    xAlM2   = sympify('y');\n",
-    "    xFe3M2  = sympify('f');\n",
-    "    xTiM2   = sympify('t');\n",
-    "    xCaM4   = sympify('c');\n",
-    "    xMgM4   = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2 *t + c*x + Q2*y + x*z');\n",
-    "    xFeM4   = sympify('Q2 + x + 3/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "    xNaM4   = sympify('z');\n",
-    "    xSiT1   = sympify('1 - 1/2*f - 1/2*t - 1/2*y + 1/2*z - 1/4*a');\n",
-    "    xAlT1   = sympify('1/2*f + 1/2*t + 1/2*y - 1/2*z + 1/4*a');\n",
-    "    xOHV    = sympify('1 - t');\n",
-    "    xOV     = sympify('t');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm2[0] =   xvA*xMgM13**3*xMgM2**2*xCaM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[1] = 2*xvA*xMgM13**3*xAlM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm2[2] = 8*xNaA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm2[3] =   xvA*xMgM13**3*xAlM2**2*xNaM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[4] =   xvA*xMgM13**3*xMgM2**2*xMgM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[5] =   xvA*xFeM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[6] =   xvA*xMgM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[7] =   xvA*xFeM13**3*xMgM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[8] =   xvA*xMgM13**3*xFe3M2**2*xNaM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[9] = 8*xKA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm2[10] = 2*xvA*xMgM13**3*xTiM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOV**2;\n",
-    "\n",
-    "    sf  = [xvA, xNaA, xKA, xMgM13, xFeM13, xMgM2, xFeM2, xAlM2, xFe3M2, xTiM2, xCaM4, xMgM4, xFeM4, xNaM4, xSiT1, xAlT1, xOHV, xOV];\n",
-    "\n",
-    "    xvA     = sympify('sf_L_0_R_');\n",
-    "    xNaA    = sympify('sf_L_1_R_');\n",
-    "    xKA     = sympify('sf_L_2_R_');\n",
-    "    xMgM13  = sympify('sf_L_3_R_');\n",
-    "    xFeM13  = sympify('sf_L_4_R_');\n",
-    "    xMgM2   = sympify('sf_L_5_R_');\n",
-    "    xFeM2   = sympify('sf_L_6_R_');\n",
-    "    xAlM2   = sympify('sf_L_7_R_');\n",
-    "    xFe3M2  = sympify('sf_L_8_R_');\n",
-    "    xTiM2   = sympify('sf_L_9_R_');\n",
-    "    xCaM4   = sympify('sf_L_10_R_');\n",
-    "    xMgM4   = sympify('sf_L_11_R_');\n",
-    "    xFeM4   = sympify('sf_L_12_R_');\n",
-    "    xNaM4   = sympify('sf_L_13_R_');\n",
-    "    xSiT1   = sympify('sf_L_14_R_');\n",
-    "    xAlT1   = sympify('sf_L_15_R_');\n",
-    "    xOHV    = sympify('sf_L_16_R_');\n",
-    "    xOV     = sympify('sf_L_17_R_');   \n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xvA*xMgM13**3*xMgM2**2*xCaM4**2*xSiT1*xOHV**2;\n",
-    "    idm[1] = 2*xvA*xMgM13**3*xAlM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm[2] = 8*xNaA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm[3] =   xvA*xMgM13**3*xAlM2**2*xNaM4**2*xSiT1*xOHV**2;\n",
-    "    idm[4] =   xvA*xMgM13**3*xMgM2**2*xMgM4**2*xSiT1*xOHV**2;\n",
-    "    idm[5] =   xvA*xFeM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm[6] =   xvA*xMgM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm[7] =   xvA*xFeM13**3*xMgM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm[8] =   xvA*xMgM13**3*xFe3M2**2*xNaM4**2*xSiT1*xOHV**2;\n",
-    "    idm[9] = 8*xKA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm[10] = 2*xvA*xMgM13**3*xTiM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOV**2;\n",
-    "\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "    gbase[10] = sympify('gb11');\n",
-    "   \n",
-    "    symb     = ['x','y','z','a','k','c','f','t','Q1','Q2']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','y','z','a','k','c','f','t','Q1','Q2','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','ln']\n",
-    "    \n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def ilm():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = ['']*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [-0.99,0.99]; # Q range\n",
-    "  \n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('x - q');\n",
-    "    p[2] = sympify('1 - x');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 15.6;\n",
-    "    W[1] = 26.6;\n",
-    "    W[2] = 11.0;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFe2A = sympify('1/2*x + 1/2*q');\n",
-    "    xTiA  = sympify('1/2*x - 1/2*q');\n",
-    "    xFe3A = sympify('1 - x');\n",
-    "    xFe2B = sympify('1/2*x - 1/2*q');\n",
-    "    xTiB  = sympify('1/2*x + 1/2*q');\n",
-    "    xFe3B = sympify('1 - x');\n",
-    "\n",
-    "    sf    = [xFe2A, xTiA, xFe3A, xFe2B, xTiB, xFe3B];\n",
-    "\n",
-    "    xFe2A = sympify('sf_L_0_R_');\n",
-    "    xTiA  = sympify('sf_L_1_R_');\n",
-    "    xFe3A = sympify('sf_L_2_R_');\n",
-    "    xFe2B = sympify('sf_L_3_R_');\n",
-    "    xTiB  = sympify('sf_L_4_R_');\n",
-    "    xFe3B = sympify('sf_L_5_R_'); \n",
-    " \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xFe2A*xTiB;\n",
-    "    idm[1] =   4.*xFe2A**(0.5)*xTiA**(0.5)*xFe2B**(0.5)*xTiB**(0.5);\n",
-    "    idm[2] =   xFe3A*xFe3B;\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['x','q']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','q','log']  \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def ilm_TJBH_2019():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [-0.99,0.99]; # Q range\n",
-    "  \n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('i - q');\n",
-    "    p[2] = sympify('1 - i');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 7.05;\n",
-    "    W[1] = 14.3;\n",
-    "    W[2] = 7.25;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeA  = sympify('1/2*i + 1/2*q');\n",
-    "    xTiA  = sympify('1/2*i - 1/2*q');\n",
-    "    xFe3A = sympify('1 - i');\n",
-    "    xFeB  = sympify('1/2*i - 1/2*q');\n",
-    "    xTiB  = sympify('1/2*i + 1/2*q');\n",
-    "    xFe3B = sympify('1 - i');\n",
-    "\n",
-    "    sf    = [xFeA, xTiA, xFe3A, xFeB, xTiB, xFe3B];\n",
-    "\n",
-    "    xFeA  = sympify('sf_L_0_R_');\n",
-    "    xTiA  = sympify('sf_L_1_R_');\n",
-    "    xFe3A = sympify('sf_L_2_R_');\n",
-    "    xFeB  = sympify('sf_L_3_R_');\n",
-    "    xTiB  = sympify('sf_L_4_R_');\n",
-    "    xFe3B = sympify('sf_L_5_R_'); \n",
-    " \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xFeA**(0.5)*xTiB**(0.5);\n",
-    "    idm[1] =   2.*xFeA**(0.25)*xTiA**(0.25)*xFeB**(0.25)*xTiB**(0.25);\n",
-    "    idm[2] =   xFe3A**(0.5)*xFe3B**(0.5);\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['i','q']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['i','q','log']  \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def spn():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    \n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x  range\n",
-    "    Range[1]  = [0,2.]; # y  range\n",
-    "    Range[2]  = [0,1];  # c  range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [-1,1]; # t  range\n",
-    "    Range[4]  = [0,1];  # Q1 range\n",
-    "    Range[5]  = [0,1];  # Q2 range\n",
-    "    Range[6]  = [0,1];  # Q3 range\n",
-    "\n",
-    "    p[0] = sympify('1/3 - 1/3*x - c + 2/3*Q1 - 2/3*t + (-1/3*t)*x');\n",
-    "    p[1] = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*x + (-2/3*t)*x');\n",
-    "    p[2] = sympify('1/3*x - 1/3*y + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y');\n",
-    "    p[3] = sympify('-2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y');\n",
-    "    p[4] = sympify('1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y');\n",
-    "    p[5] = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    p[6] = sympify('c');\n",
-    "    p[7] = sympify('t');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = -8.2;\n",
-    "    W[1] = 3.5;\n",
-    "    W[2] = -13.0;\n",
-    "    W[3] = 43.2;\n",
-    "    W[4] = 49.1;\n",
-    "    W[5] = -5.0;\n",
-    "    W[6] = 22.5;\n",
-    "    W[7] = 4.4;\n",
-    "    W[8] = -6.0;\n",
-    "    W[9] = 36.8;\n",
-    "    W[10] = 20.0;\n",
-    "    W[11] = 14.0;\n",
-    "    W[12] = 21.5;\n",
-    "    W[13] = -8.2;\n",
-    "    W[14] = 18.1;\n",
-    "    W[15] = 49.0;\n",
-    "    W[16] = -19.0;\n",
-    "    W[17] = 35.1;\n",
-    "    W[18] = -4.0;\n",
-    "    W[19] = 7.6;\n",
-    "    W[20] = -11.0;\n",
-    "    W[21] = 9.0;\n",
-    "    W[22] = 18.1;\n",
-    "    W[23] = 11.9;\n",
-    "    W[24] = 62.2;\n",
-    "    W[25] = -6.4;\n",
-    "    W[26] = 24.3;\n",
-    "    W[27] = 60.0;\n",
-    "    v = 0.;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgT  = sympify('1/3 + 1/3*t - 1/3*x + 2/3*Q1 + (-1/3*t)*x');\n",
-    "    xFeT  = sympify('1/3*x + 2/3*Q2 + 1/3*t*x');\n",
-    "    xAlT  = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*Q2 - 2/3*Q3 - 2/3*y + 2/3*c*y + 2/3*t*y');\n",
-    "    xFe3T = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    xMgM  = sympify('1/3 - 1/3*Q1 + 1/3*t - 1/3*x + (-1/3*t)*x');\n",
-    "    xFeM  = sympify('-1/3*Q2 + 1/3*x + 1/3*t*x');\n",
-    "    xAlM  = sympify('2/3 + 1/3*Q1 + 1/3*Q2 + 1/3*Q3 - c - 2/3*y - 5/6*t + 2/3*c*y + 2/3*t*y');\n",
-    "    xFe3M = sympify('-1/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    xCrM  = sympify('c');\n",
-    "    xTiM  = sympify('1/2*t');\n",
-    "\n",
-    "    sf   = [xMgT, xFeT, xAlT, xFe3T, xMgM, xFeM, xAlM, xFe3M, xCrM, xTiM];\n",
-    "\n",
-    "    xMgT  = sympify('sf_L_0_R_');\n",
-    "    xFeT  = sympify('sf_L_1_R_');\n",
-    "    xAlT  = sympify('sf_L_2_R_');\n",
-    "    xFe3T = sympify('sf_L_3_R_');\n",
-    "    xMgM  = sympify('sf_L_4_R_');\n",
-    "    xFeM  = sympify('sf_L_5_R_');\n",
-    "    xAlM  = sympify('sf_L_6_R_');\n",
-    "    xFe3M = sympify('sf_L_7_R_');\n",
-    "    xCrM  = sympify('sf_L_8_R_');\n",
-    "    xTiM  = sympify('sf_L_9_R_');\n",
-    "    p1    = sympify('sf_L_10_R_');\n",
-    "    \n",
-    "    idm[0] =   xMgT*xAlM;\n",
-    "    idm[1] = 2*xAlT*xMgM**(.5)*xAlM**(.5);\n",
-    "    idm[2] =   xFeT*xAlM;\n",
-    "    idm[3] = 2*xAlT*xFeM**(.5)*xAlM**(.5);\n",
-    "    idm[4] =   xFeT*xFe3M;\n",
-    "    idm[5] = 2*xFe3T*xFeM**(.5)*xFe3M**(.5);\n",
-    "    idm[6] =   xMgT*xCrM;\n",
-    "    idm[7] = 2*xMgT*xMgM**(.5)*xTiM**(.5);\n",
-    "    \n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "\n",
-    "\n",
-    "#     x, y, c, t, Q1, Q2, Q = sympy.symbols('x y c t Q1 Q2 Q3', positive = True, real = True)\n",
-    "    symb     = ['x','y','c','t','Q1','Q2','Q3']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','y','c','t','Q1','Q2','Q3','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# CHOOSE PHASE\n",
-    "# bi g ep pl4T mu ol cd opx cpx spn hb liq fl ilm ilm_TJBH_2019\n",
-    "ss = 'spn'\n",
-    "# output\n",
-    " \n",
-    "name = ss+'()'\n",
-    "sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var  = eval(name)\n",
-    "\n",
-    "calc_hes = 0;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     0,
-     16
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# CALCULATE f0, jac and Hessian\n",
-    "R   = sympify(\"R\");\n",
-    "T   = sympify(\"T\");\n",
-    "eps = sympify(\"eps\");\n",
-    "\n",
-    "phi_p           = np.identity(n_em);\n",
-    "mu_Gex          = [0]*n_em;\n",
-    "mat_muMix       = [0]*n_em;\n",
-    "mu_Total        = [0]*n_em;\n",
-    "mat_phi         = [0]*n_em;\n",
-    "Gsol            = 0;\n",
-    "total_chem_comp = 0;\n",
-    "\n",
-    "#declare mu0[ii] and p[ii] again here\n",
-    "muzx  = [0]*n_em\n",
-    "px    = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    px[ii]    = sympify('p'+str(ii))\n",
-    "    muzx[ii]  = sympify('muz'+str(ii))\n",
-    "\n",
-    "if symmetry == 0:\n",
-    "    # Third step\n",
-    "    dp_dx = [[0] * (n_em-1) for i in range(n_em)]\n",
-    "    for ii in range(0,n_em):\n",
-    "        for jj in range(0,n_em-1):\n",
-    "            dp_dx[ii][jj] = diff(p[ii],sym_list[jj]) \n",
-    "            \n",
-    "    # Second step            \n",
-    "    pfrac = p        \n",
-    "    p  = [0]*n_em\n",
-    "    px = [0]*n_em\n",
-    "    for ii in range(0,n_em):\n",
-    "        p[ii]  = sympify('p'+str(ii))\n",
-    "        px[ii] = sympify('p'+str(ii))\n",
-    "        \n",
-    "    sum_v   = sum(np.multiply(p,v)) \n",
-    "    mat_phi = np.multiply(p,v)/(sum_v)\n",
-    "    mat_phix= mat_phi\n",
-    "\n",
-    "    mat_phi = [0]*n_em\n",
-    "    for ii in range(0,n_em):\n",
-    "        mat_phi[ii] = sympify('mat_phi'+str(ii))\n",
-    "\n",
-    "    for ii in range(0,n_em):\n",
-    "        mu = 0;\n",
-    "        it = 0;\n",
-    "        for jj in range (0,n_em-1):\n",
-    "            for kk in range(jj+1,n_em):\n",
-    "                mu = mu - (phi_p[ii][jj] - mat_phi[jj])*(phi_p[ii][kk]-mat_phi[kk])*(W[it]*2*v[ii]/(v[jj]+v[kk]) );\n",
-    "                it = it + 1;\n",
-    "        if len(W) != it:\n",
-    "            display(\"Something is wrong with the mu model\")\n",
-    "            \n",
-    "        mu_Gex[ii]      = mu; \n",
-    "        Gsol            = Gsol + px[ii]*muzx[ii];\n",
-    "\n",
-    "if symmetry == 1:\n",
-    "    mat_phix = []\n",
-    "    \n",
-    "    # Third step\n",
-    "    dp_dx = [[0] * (n_em-1) for i in range(n_em)]\n",
-    "    for ii in range(0,n_em):\n",
-    "        for jj in range(0,n_em-1):\n",
-    "            dp_dx[ii][jj] = diff(p[ii],sym_list[jj]) \n",
-    "\n",
-    "    pfrac = p       \n",
-    "    p  = [0]*n_em\n",
-    "    px = [0]*n_em\n",
-    "    \n",
-    "    for ii in range(0,n_em):\n",
-    "        p[ii]  = sympify('p'+str(ii))\n",
-    "        px[ii] = sympify('p'+str(ii))\n",
-    "        \n",
-    "    for ii in range(0,n_em):\n",
-    "        mu = 0;\n",
-    "        it = 0;\n",
-    "        for jj in range (0,n_em-1):\n",
-    "            for kk in range(jj+1,n_em):\n",
-    "                mu = mu - (phi_p[ii][jj] - p[jj])*(phi_p[ii][kk]-p[kk])*W[it];\n",
-    "                it = it + 1;\n",
-    "        if len(W) != it:\n",
-    "            display(\"Something is wrong with the mu model\")\n",
-    "            \n",
-    "        mu_Gex[ii]      = mu; \n",
-    "        Gsol            = Gsol + px[ii]*muzx[ii];\n",
-    "        \n",
-    "mx = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    mx[ii] = sympify('idm'+str(ii))\n",
-    "     \n",
-    "mu_Gexx = [0]*n_em        \n",
-    "for ii in range(0,n_em):\n",
-    "    mu_Gexx[ii] = sympify('mu_Gex'+str(ii))\n",
-    "        \n",
-    "muz = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    muz[ii] = (gbase[ii] + mu_Gexx[ii] + R*T*ln(mx[ii]))\n",
-    "\n",
-    "f0 = 0        \n",
-    "for ii in range(0,len(gbase)):\n",
-    "    f0 = f0 + (sympify('muz'+str(ii)))*px[ii]\n",
-    "\n",
-    "# Site fraction      \n",
-    "sf_size   = len(sf)\n",
-    "sf0       = [0]*sf_size\n",
-    "\n",
-    "for oo,ii in enumerate(sf):\n",
-    "    sf0[oo] = -1.0*sf[oo] \n",
-    "\n",
-    "sym_list_size = len(sym_list)\n",
-    "ineq_sf = [['' for xx in range(sym_list_size)] for xx in range(sf_size)]\n",
-    "\n",
-    "for oo,ii in enumerate(sf):\n",
-    "    for pi,jj in enumerate(sym_list):\n",
-    "        ineq_sf[oo][pi]  = diff(ii,jj);  \n",
-    "        ineq_sf[oo][pi] *= -1.0;\n",
-    "\n",
-    "# IDM ineq\n",
-    "idm_size   = len(idm)\n",
-    "sym_list_size = len(sym_list)\n",
-    "ineq_idm = [['' for xx in range(sym_list_size)] for xx in range(idm_size)]\n",
-    "\n",
-    "for oo,ii in enumerate(idm):\n",
-    "    for pi,jj in enumerate(sym_list):\n",
-    "        ineq_idm[oo][pi]= diff(ii,jj)*1.0;\n",
-    "        \n",
-    "# turn rational and int to float\n",
-    "for i,b in enumerate(idm):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            idm[i] = idm[i].subs(a, float(a))\n",
-    "            \n",
-    "for i,b in enumerate(pfrac):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            pfrac[i] = pfrac[i].subs(a, float(a))\n",
-    "\n",
-    "# for i,b in enumerate(dp_dx):\n",
-    "#     for j,c in enumerate(b):\n",
-    "#         for a in preorder_traversal(c):\n",
-    "#             if isinstance(a, Rational):\n",
-    "#                 dp_dx[i][j] = dp_dx[i][j].subs(a, float(a))\n",
-    "\n",
-    "for i,b in enumerate(sf):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            sf[i] = sf[i].subs(a, float(a))\n",
-    "            \n",
-    "for i,b in enumerate(sf0):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            sf0[i] = sf0[i].subs(a, float(a)) \n",
-    "            \n",
-    "for i,b in enumerate(ineq_sf):\n",
-    "    for j,c in enumerate(b):\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):\n",
-    "                ineq_sf[i][j] = ineq_sf[i][j].subs(a, float(a))\n",
-    "                \n",
-    "for ii, val in enumerate(ineq_sf):\n",
-    "    for jj, val0 in enumerate(val):\n",
-    "        t0 = str(val0)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        ineq_sf[ii][jj] = t0\n",
-    "\n",
-    "for ii, val in enumerate(sf0):  \n",
-    "    t0 = str(val)\n",
-    "\n",
-    "    for i,val in enumerate(in_var):\n",
-    "        inv  = str(in_var[i])\n",
-    "        outv = str(out_var[i])\n",
-    "        t0 = replaceSymbols(t0,inv,outv) \n",
-    "    sf0[ii] = t0    \n",
-    "    \n",
-    "idm_p  = [0]*n_em\n",
-    "for jj in range(0,n_em):\n",
-    "    idm_p[jj] = -1.0*(idm[jj]/pfrac[jj])\n",
-    "    \n",
-    "for ii, val in enumerate(idm_p):  \n",
-    "    t0 = str(val)\n",
-    "\n",
-    "    for i,val in enumerate(in_var):\n",
-    "        inv  = str(in_var[i])\n",
-    "        outv = str(out_var[i])\n",
-    "        t0 = replaceSymbols(t0,inv,outv) \n",
-    "    idm_p[ii] = str(t0)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "#print vectorized non linear constraints (sf)\n",
-    "if 0==0:\n",
-    "        \n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    \n",
-    "    op += 'void '+ss+'_c(unsigned m, double *result, unsigned n, const double *x, double *grad, void *data){\\n'\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "#         op += os+'double c'+ str(ii)+'(unsigned n, const double *x, double *grad, void *data){\\n'   \n",
-    "        op += os+'result['+str(ii)+'] = ( eps_sf + ' + str(sf0[ii])+');\\n' \n",
-    "    op += '\\n' \n",
-    "    op += os+'if (grad) {\\n' \n",
-    "    n = 0;\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "        for jj, val1 in enumerate(val0):\n",
-    "            op += os+os+'grad['+str(n)+'] = ' + str((val1)) + ';\\n' \n",
-    "            n += 1\n",
-    "    op += os+'}\\n' \n",
-    "    \n",
-    "    op += '\\n'  \n",
-    "    op += os+'return;\\n'    \n",
-    "    op += '};\\n' \n",
-    "    op += '\\n'  \n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# site fractions\n",
-    "if 0==0:\n",
-    "    pout = sf\n",
-    "\n",
-    "    for ii, val in enumerate(sf):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "\n",
-    "\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "\n",
-    "    for  i,val in enumerate(pout):\n",
-    "        op += os+'sf['+str(i)+']           = '+((pout[i]))+';\\n'    \n",
-    "\n",
-    "print(op)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     1
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# dp dx\n",
-    "if 0==0:\n",
-    "\n",
-    "    pout = (dp_dx)\n",
-    "    for ii, val in enumerate(dp_dx):\n",
-    "        for jj, val0 in enumerate(val):\n",
-    "            t0 = (str((val0)))\n",
-    "            for i,val in enumerate(in_var):\n",
-    "                inv  = str(in_var[i])\n",
-    "                outv = str(out_var[i])\n",
-    "                t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "            pout[ii][jj] = t0\n",
-    "\n",
-    "\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += 'void dpdx_'+ss+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double **dp_dx = d->dp_dx;\\n\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(pout):\n",
-    "        for j,val2 in enumerate(val):\n",
-    "            op += os+'dp_dx['+str(i)+']['+str(j)+'] = '+((pout[i][j]))+';  '  \n",
-    "        op += os+'\\n'\n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     1
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# endmember fractions (p)\n",
-    "if 0==0:\n",
-    "    pout = p\n",
-    "\n",
-    "    for ii, val in enumerate(pfrac):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "\n",
-    "\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += 'void px_'+ss+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double *p = d->p;;\\n'\n",
-    "    \n",
-    "    for  i,val in enumerate(pfrac):\n",
-    "        op += os+'    p['+str(i)+']           = '+((pout[i]))+';\\n'    \n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     1
-    ],
-    "scrolled": false
-   },
-   "outputs": [],
-   "source": [
-    "# other objective analytical formulation\n",
-    "if 0==0:\n",
-    "    # PRINT OUT THE RESULTS FOR PYTHON\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += 'SS_ref XI_SS_'+ss+'_function(SS_ref SS_ref_db, double *bulk_rock, double P,  double T, double obj_res, double ineq_res, int solver, double eps_bnds){\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'/* OBJECTIVE FUNCTION AND GRADIENT DEFINITION */\\n'\n",
-    "    op += os+'double obj(unsigned n, const double *x, double *grad, void *SS_ref_db) {\\n'  \n",
-    "    op += os+'\\n'  \n",
-    "    op += os+'    SS_ref *d  = (SS_ref *) SS_ref_db;\\n\\n'\n",
-    "    op += os+'    int n_em   = d->n_em;\\n'\n",
-    "    op += os+'    double P   = d->P;\\n'\n",
-    "    op += os+'    double T   = d->T;\\n'\n",
-    "    op += os+'    double R   = d->R;\\n\\n'\n",
-    "\n",
-    "    for ii in range(0,len(sym_list)):\n",
-    "        sym = str(sym_list[ii])\n",
-    "        if sym == 'x':\n",
-    "            sym += '1'\n",
-    "        if sym == 'n':\n",
-    "            sym += '1'\n",
-    "        op += os+'    double '+sym+' = x['+str(ii)+'];\\n'\n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    op += os+'    double *gb     = d->gb_lvl;\\n'  \n",
-    "    op += os+'    double *p      = d->p;\\n'\n",
-    "    op += os+'    double *mat_phi= d->mat_phi;\\n'\n",
-    "    op += os+'    double *mu_Gex = d->mu_Gex;\\n'\n",
-    "    op += os+'    double *idm    = d->idm;\\n'\n",
-    "    op += os+'    double *sf     = d->sf;\\n'\n",
-    "    op += os+'    double *mu     = d->mu;\\n'\n",
-    "    op += os+'    double *dfx    = d->dfx;\\n'\n",
-    "    op += os+'    double **dp_dx = d->dp_dx;\\n\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(pfrac):\n",
-    "        op += os+'    p['+str(i)+']           = '+digit2index((pfrac[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    if any(mat_phix):\n",
-    "        for  i,val in enumerate(mat_phix):\n",
-    "            op += os+'    mat_phi['+str(i)+']    = '+digit2index((mat_phix[i]))+';\\n'    \n",
-    "        op += os+'\\n'   \n",
-    "\n",
-    "    for  i,val in enumerate(mu_Gex):\n",
-    "        op += os+'    mu_Gex['+str(i)+']      = '+digit2index((mu_Gex[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "#     for  i,val in enumerate(sf):\n",
-    "#         op += os+'    sf['+str(i)+']          = '+digit2index(ccode(sf[i]))+';\\n'    \n",
-    "#     op += os+'\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(idm):\n",
-    "        op += os+'    idm['+str(i)+']         = '+brackets(ccode(digit2index((idm[i]))))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(muz):\n",
-    "        op += os+'    mu['+str(i)+']          = '+digit2index2((muz[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(dp_dx):\n",
-    "        for j,val2 in enumerate(val):\n",
-    "            op += os+'    dp_dx['+str(i)+']['+str(j)+'] = '+digit2index((dp_dx[i][j]))+';  '  \n",
-    "        op += os+'\\n'\n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    op += os+'    for (int i = 0; i < (n_em-1); i++){\\n'\n",
-    "    op += os+'        dfx[i] = 0.0;\\n'\n",
-    "    op += os+'        for (int j = 0; j < n_em; j++){\\n'\n",
-    "    op += os+'            dfx[i] += mu[j]*dp_dx[j][i];\\n'    \n",
-    "    op += os+'        }\\n' \n",
-    "    op += os+'    }\\n\\n' \n",
-    "\n",
-    "    op += os+'    if (grad) {\\n'   \n",
-    "    for ii in range(0,len(sym_list)):\n",
-    "        op += os+'        grad['+str(ii)+'] = creal(dfx['+str(ii)+']);\\n'\n",
-    "    op += os+'    }\\n'\n",
-    "    op += os+'    return ('+digit2index(str((f0)))+');\\n'\n",
-    "    op += os+'};\\n\\n'\n",
-    "\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'/* INEQUALITY CONSTRAINTS AND JAC */\\n'\n",
-    "\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "        op += os+'double c'+ str(ii)+'(unsigned n, const double *x, double *grad, void *data){\\n'      \n",
-    "        op += os+'   if (grad) {\\n'    \n",
-    "\n",
-    "        for jj, val1 in enumerate(val0):\n",
-    "            op += os+'        grad['+str(jj)+'] = ' + str((val1)) + ';\\n' \n",
-    "        op += os+'   }\\n' \n",
-    "        op += os+'    return (' + str(sf0[ii])+');\\n' \n",
-    "        op += os+'};\\n' \n",
-    "\n",
-    "    op += os+'\\n'  \n",
-    "    op += os+'int    n_em     = SS_ref_db.n_em;\\n'  \n",
-    "    op += os+'unsigned int n  = n_em -1;\\n\\n'  \n",
-    "\n",
-    "    op += os+'double *x  = SS_ref_db.iguess; \\n'  \n",
-    "    op += os+'double lb[n_em-1]; \\n'  \n",
-    "    op += os+'double ub[n_em-1]; \\n\\n'  \n",
-    "    op += os+'for (int i = 0; i < (n_em-1); i++){\\n'  \n",
-    "    op += os+'   lb[i] = SS_ref_db.box_bounds[i][0] + eps_bnds;\\n'  \n",
-    "    op += os+'   ub[i] = SS_ref_db.box_bounds[i][1] - eps_bnds;\\n' \n",
-    "    op += os+'}\\n'  \n",
-    "\n",
-    "    op += os+'\\n'    \n",
-    "    op += os+'/* DEFINE NLOPT SOLVER as LD_ MMA, SLSQP, CCSAQ */\\n'\n",
-    "    op += os+'clock_t t; \\n'  \n",
-    "    op += os+'t = clock();\\n'  \n",
-    "    op += os+'nlopt_opt opt;\\n'  \n",
-    "    op += os+'\\n'  \n",
-    "    op += os+'if (solver == 0){\\n'  \n",
-    "    op += os+'    opt = nlopt_create(NLOPT_LD_CCSAQ, (n));\\n'  \n",
-    "    op += os+'}\\n'  \n",
-    "    op += os+'else if (solver == 1){\\n' \n",
-    "    op += os+'    opt = nlopt_create(NLOPT_LD_MMA, (n));\\n'  \n",
-    "    op += os+'}\\n'  \n",
-    "    op += os+'else if (solver == 2){\\n' \n",
-    "    op += os+'    opt = nlopt_create(NLOPT_LD_SLSQP, (n));\\n'  \n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'nlopt_set_lower_bounds(opt, lb);\\n'  \n",
-    "    op += os+'nlopt_set_upper_bounds(opt, ub);\\n'  \n",
-    "    op += os+'nlopt_set_min_objective(opt, obj, &SS_ref_db);\\n'  \n",
-    "\n",
-    "    for ii in range(0,len(sf)):\n",
-    "        sym = str(ii)\n",
-    "        op += os+'nlopt_add_inequality_constraint(opt, c'+sym+', NULL, ineq_res);\\n'\n",
-    "    op += os+'nlopt_set_ftol_rel(opt, obj_res);\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'nlopt_set_maxtime(opt, maxtime);\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'double minf;\\n' \n",
-    "    op += os+'if (nlopt_optimize(opt, x, &minf) < 0) {\\n' \n",
-    "    op += os+'    printf(\"  -> nlopt failed!\\\\n\");\\n' \n",
-    "    op += os+'}\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'t = clock() - t; \\n' \n",
-    "    op += os+'SS_ref_db.LM_time = ((double)t)/CLOCKS_PER_SEC*1000; // in seconds \\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'nlopt_destroy(opt);\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'/* Send back needed local solution parameters */\\n' \n",
-    "    op += os+'SS_ref_db.xeos = x; \\n' \n",
-    "    op += os+'SS_ref_db.df   = minf; \\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'return SS_ref_db;\\n' \n",
-    "    op += os+'\\n'\n",
-    "    op += '};\\n'    \n",
-    "\n",
-    "\n",
-    "\n",
-    "\n",
-    "    print(op) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# GENERATE JACOBIAN MATRIX OF SITE FRACTIONS #\n",
-    "sp  = '\\t'\n",
-    "\n",
-    "pp  = '/**\\n'\n",
-    "pp += 'update dsf matrix: ' + ss + '\\n'\n",
-    "pp += '*/\\n'\n",
-    "pp += 'void dsf_'+ss+'(void *SS_ref_db, const double *x){\\n'\n",
-    "pp += sp+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "pp += sp+'double **dsf = d->dsf;\\n'\n",
-    "pp += '\\n'\n",
-    "for ii, val0 in enumerate(ineq_sf): \n",
-    "    pp += sp\n",
-    "    for jj, val1 in enumerate(val0):\n",
-    "        pp += 'dsf['+str(ii)+']['+str(jj)+']\\t= ' + str((val1)) + '; ' \n",
-    "    pp += '\\n'  \n",
-    "pp += '};\\n\\n'\n",
-    "\n",
-    "\n",
-    "print(pp)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[[1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]]\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(ol)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.9"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/python/SS_Analytical_multi_DB.ipynb b/python/SS_Analytical_multi_DB.ipynb
deleted file mode 100755
index d246545f..00000000
--- a/python/SS_Analytical_multi_DB.ipynb
+++ /dev/null
@@ -1,5076 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# Code to generate objective function Jacobian matrices from solution models for local minimization\n",
-    "# it also generates additional set of inequality constraints\n",
-    "\n",
-    "# last update 24.02.23, NR\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "import time\n",
-    "import random\n",
-    "from sympy import *\n",
-    "from sympy.printing import print_ccode\n",
-    "\n",
-    "# EXPORT\n",
-    "import os, re\n",
-    "init_printing()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
-   "metadata": {
-    "code_folding": [
-     1,
-     174,
-     198,
-     204,
-     226,
-     252,
-     276,
-     282
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# non linear phase solver, include option to generate ghost points\n",
-    "def func_bnd_guess(name,bulk):\n",
-    "    eps = 1e-14\n",
-    "    if   name == 'bi':\n",
-    "        # def bnd():\n",
-    "        t   = 1\n",
-    "        f   = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, t),(0, f))\n",
-    "        iguess = [0.15, 0.25, 0.4, 0.17, 0.25]\n",
-    "            \n",
-    "    elif name == 'ksp':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1))\n",
-    "        iguess = [0.1, 0.001]\n",
-    "        \n",
-    "    elif name == 'g':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, f), (0, cr),(0, t))\n",
-    "        iguess = [0.3, 0.2, 0.01, 0.01, 0.001]\n",
-    "\n",
-    "    elif name == 'ep':\n",
-    "        # def bnd():\n",
-    "        f   = 1\n",
-    "        Q   = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "            Q  = eps\n",
-    "        box_bounds = ((0, f), (0, Q))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "        \n",
-    "    elif name == 'pl':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "       \n",
-    "        \n",
-    "    elif name == 'mu':\n",
-    "        # def bnd():\n",
-    "        f   = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "            \n",
-    "        box_bounds = ((0, 1), (0, 1),(0, f), (0, 1),(0, 1))\n",
-    "        iguess = [0.25, 0.6, 0.17, 0.06, 0.004]\n",
-    "       \n",
-    "    elif name == 'ol':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1))\n",
-    "        iguess = [0.4, 0.002, 0.01]\n",
-    "            \n",
-    "    elif name == 'cd':\n",
-    "        # def bnd():\n",
-    "        h   = 1\n",
-    "\n",
-    "        if bulk[10] == 0:\n",
-    "            h  = eps\n",
-    "        box_bounds = ((0, 1), (0, h))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "\n",
-    "    elif name == 'opx':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 2),(0, 1), (-1, 1),(0, f),(0, t), (0, cr),(0, 1))\n",
-    "        iguess = [0.05, 0.006, 0.025, 0.032, 0.1, 0.001, 0.001, 0.001] \n",
-    "\n",
-    "            \n",
-    "    elif name == 'cpx':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 2),(0, 1), (0, 1),(-1, 1),(0, f), (0, cr),(0, t), (0, 1))\n",
-    "        iguess = [0.075, 0.1120, 0.05, 0.11, -0.0005, 0.001, 0.001, 0.001, 0.001]\n",
-    "\n",
-    "            \n",
-    "    elif name == 'spn':\n",
-    "        # def bnd():\n",
-    "        y   = 1\n",
-    "        c   = 1\n",
-    "        t   = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            y  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            c  = eps_\n",
-    "        box_bounds = ((0, 1), (0, y),(0, c), (0, t),(-1, 1),(-1, 1), (-1, 1))\n",
-    "        iguess = [0.1, 0.05, 0.05, 0.05, 0.02, 0.02, 0.02]\n",
-    "            \n",
-    "    elif name == 'hb':\n",
-    "        # def bnd():\n",
-    "        f  = 1\n",
-    "        t  = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, 1),(0, 1),(0, 1), (0, f),(0, t), (-1, 1),(-1, 1))\n",
-    "        iguess = [0.3, 0.2, 0.01, 0.45, 0.01, 0.8, 0.05, 0.01, -0.01, 0.1]\n",
-    "            \n",
-    "    elif name == 'liq':\n",
-    "        # def bnd():\n",
-    "        hm  = 1\n",
-    "        ek  = 1\n",
-    "        ti  = 1\n",
-    "        h2o = 1\n",
-    "        \n",
-    "        if bulk[7] == 0:#ti\n",
-    "            ti   = eps\n",
-    "        if bulk[8] == 0:#chr\n",
-    "            hm  = eps\n",
-    "        if bulk[9] == 0:#o\n",
-    "            ek  = eps\n",
-    "        if bulk[10] == 0:#h2o\n",
-    "            h2o = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, 1),(0, 1), (0, hm),(0, ek), (0, ti),(0, 1), (0, 1), (0, h2o))\n",
-    "        iguess = [0.2,0.2,0.1,0.1,0.05,0.001,0.001,0.001,0.001,0.001,0.001]\n",
-    "\n",
-    "    elif name == 'ilm':\n",
-    "        # def bnd():\n",
-    "        x2  = 0\n",
-    "        if bulk[8] == 0:\n",
-    "            x2  = 1 - eps\n",
-    "\n",
-    "        box_bounds = ((x2, 1.), (-0.99, 0.99))\n",
-    "        iguess = [0.8, 0.55]\n",
-    "\n",
-    "    else:\n",
-    "        display('Either phase is not defined or there is a typo')\n",
-    "  \n",
-    "\n",
-    "    return (box_bounds,iguess)\n",
-    "\n",
-    "def digit2index2(eq):  \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9][0-9])', r'mu[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9][0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9][0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9][0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[g][b]([0-9][0-9])', r'gb[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9][0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9][0-9])', r'bulk[\\1]',str(eq) )   \n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9][0-9])', r'chem_comp[\\1]',str(eq) )   \n",
-    "    \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9])', r'mu[\\1]',str(eq) )  \n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[g][b]([0-9])', r'gb[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9])', r'chem_comp[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9])', r'bulk[\\1]',str(eq) )  \n",
-    "\n",
-    "    eq =  re.sub(r'[l][o][g]', r'creal(clog',str(eq) )\n",
-    "    eq =  re.sub(r'[)][ ][+][ ][g]', r')) + g',str(eq) )\n",
-    "    eq =  re.sub(r'[p][o][w]', r'cpow',str(eq) )\n",
-    "    return(eq) \n",
-    "\n",
-    "def replaceSymbols(op,in_var,out_var):    \n",
-    "    regin  = 'r\\'([' + in_var   +']*)\\''\n",
-    "    regout = 'r\\''  + out_var  +'\\''\n",
-    "    t0 =  re.sub(in_var, out_var,op )  \n",
-    "    return(t0)\n",
-    "# for make endmembers -> get gb\n",
-    "def print_em_gb(em,din):\n",
-    "    dout = str(din)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "        else:\n",
-    "                sym = 'z_b.'+str(i)\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            \n",
-    "    return dout\n",
-    " \n",
-    "def print_em_shearM(em,din):\n",
-    "    din_dependent = sympify('0');\n",
-    "    for i in din.free_symbols: \n",
-    "        if i in em:\n",
-    "            r = din.as_independent(i)\n",
-    "    #             print(sympify(r[1]))\n",
-    "            din_dependent += (sympify(r[1]))\n",
-    "\n",
-    "    dout = str(din_dependent)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "\n",
-    "    return dout\n",
-    "\n",
-    "def print_em_C(em,din):\n",
-    "    din_dependent = sympify('0');\n",
-    "    for i in din.free_symbols: \n",
-    "        if i in em:\n",
-    "            r = din.as_independent(i)\n",
-    "            din_dependent += (sympify(r[1]))\n",
-    "\n",
-    "    dout = str(din_dependent)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "    return dout\n",
-    "\n",
-    "def print_W(w):\n",
-    "    var = str(W[i])\n",
-    "    var = replaceSymbols(var,'P','SS_ref_db.P')\n",
-    "    var = replaceSymbols(var,'T','SS_ref_db.T')\n",
-    "    return var\n",
-    "\n",
-    "def eval_sf(sf_pc,cv2sf):\n",
-    "    sf_ok = 1\n",
-    "    for  i,val in enumerate(sf):\n",
-    "        sf_pc[i] = eval(cv2sf[i])  \n",
-    "        if sf_pc[i] < 1e-6:\n",
-    "            sf_ok = 0\n",
-    "    return sf_ok\n",
-    "op = ''"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 35,
-   "metadata": {
-    "code_folding": [
-     2,
-     209,
-     375,
-     448,
-     526,
-     627,
-     727,
-     828,
-     890,
-     952,
-     1097,
-     1261,
-     1380,
-     1560,
-     1625
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# ss database igneous _ig\n",
-    "\n",
-    "def liq_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 12\n",
-    "\n",
-    "    W         = [0]*66\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    psf       = [0]*n_em; \n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # wo  range\n",
-    "    Range[1]  = [0,1]; # sl  range\n",
-    "    Range[2]  = [0,1]; # fo  range\n",
-    "    Range[3]  = [0,1]; # fa  range\n",
-    "    Range[4]  = [0,1]; # jd  range\n",
-    "    Range[5]  = [0,1]; # hm  range\n",
-    "    Range[6]  = [0,1]; # ek  range\n",
-    "    Range[7]  = [0,1]; # ti  range\n",
-    "    Range[8]  = [0,1]; # kj  range\n",
-    "    Range[9]  = [0,1]; # yct range\n",
-    "    Range[10] = [0,1]; # h2o range\n",
-    "\n",
-    "    emname  = ['q4L','sl1L','wo1L','fo2L','fa2L','jdL','hmL','ekL','tiL','kjL','ctL','h2o1L']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('4* qL + 0.22 - 0.059* P');\n",
-    "    make[1] = sympify('silL + 6.2 - 0.318 *P');\n",
-    "    make[2] = sympify('woL - 0.45 - 0.114 *P');\n",
-    "    make[3] = sympify('2 *foL + 8.67 - 0.131 *P');\n",
-    "    make[4] = sympify('2* faL + 13.7 - 0.055 *P');\n",
-    "    make[5] = sympify('abL - qL + 12.19 - 0.089 *P');\n",
-    "    make[6] = sympify('1/2* hemL + 3.3 - 0.032* P');\n",
-    "    make[7] = sympify('1/2 *eskL + 24.85 + 0.245 *P');\n",
-    "    make[8] = sympify('ruL + 5.58 - 0.489* P');\n",
-    "    make[9] = sympify('kspL - qL + 11.98 - 0.21* P');\n",
-    "    make[10] = sympify('woL + silL - qL - 108.3 + 0.055* T + 0.053 *P');\n",
-    "    make[11] = sympify('h2oL + 3.2 - 0.0039 *T + 0.00087 *P');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "    p[1] = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "    p[2] = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "    p[3] = sympify('fo + 3/4*yct*fo');\n",
-    "    p[4] = sympify('fa + 3/4*yct*fa');\n",
-    "    p[5] = sympify('jd + 3/4*yct*jd');\n",
-    "    p[6] = sympify('hm + 3/4*yct*hm');\n",
-    "    p[7] = sympify('ek + 3/4*yct*ek');\n",
-    "    p[8] = sympify('ti + 3/4*yct*ti');\n",
-    "    p[9] = sympify('kj + 3/4*yct*kj');\n",
-    "    p[10] = sympify('yct');\n",
-    "    p[11] = sympify('h2o + 3/4*yct*h2o');\n",
-    "    \n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    pq   = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "    psl  = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "    pwo  = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "    pjd  = sympify('jd + 3/4*yct*jd');\n",
-    "    phm  = sympify('hm + 3/4*yct*hm');\n",
-    "    pek  = sympify('ek + 3/4*yct*ek');\n",
-    "    pti  = sympify('ti + 3/4*yct*ti');\n",
-    "    pkj  = sympify('kj + 3/4*yct*kj');\n",
-    "    pct  = sympify('yct');\n",
-    "    pol  = sympify('fo + fa + 3/4*yct*(fo + fa)');\n",
-    "    sumT = sympify('1 - h2o + (-3/4*yct)*h2o');\n",
-    "    mgM  = sympify('4*fo');\n",
-    "    feM  = sympify('4*fa');\n",
-    "    CaM  = sympify('wo');\n",
-    "    AlM  = sympify('sl');\n",
-    "    sumM = sympify('4*fo + 4*fa + sl + wo');\n",
-    "    xh   = sympify('h2o');\n",
-    "    xv   = sympify('1 - h2o');\n",
-    "\n",
-    "    sf = [pq, psl, pwo, pjd, phm, pek, pti, pkj, pct, pol, sumT, mgM, feM, CaM, AlM, sumM, xh, xv];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 9.5 - 0.10*P;\n",
-    "    W[1] = -10.3;\n",
-    "    W[2] = -26.5 - 3.12*P;\n",
-    "    W[3] = -12.0 - 0.55*P;\n",
-    "    W[4] = -15.1 - 0.13*P;\n",
-    "    W[5] = 20.0;\n",
-    "    W[6] = 0;\n",
-    "    W[7] = 24.6;\n",
-    "    W[8] = -17.8 - 0.05*P;\n",
-    "    W[9] = -14.6;\n",
-    "    W[10] = 17.8 - 0.61*P;\n",
-    "    W[11] = -26.5 + 0.85*P;\n",
-    "    W[12] = 2.2;\n",
-    "    W[13] = 2.5;\n",
-    "    W[14] = 16.8;\n",
-    "    W[15] = -5.0;\n",
-    "    W[16] = 0;\n",
-    "    W[17] = 15.2 - 0.04*P;\n",
-    "    W[18] = 7.0;\n",
-    "    W[19] = 4.0;\n",
-    "    W[20] = 23.7 - 0.94*P;\n",
-    "    W[21] = 25.5 + 0.11*P;\n",
-    "    W[22] = 14.0;\n",
-    "    W[23] = -1.2;\n",
-    "    W[24] = 0;\n",
-    "    W[25] = 0;\n",
-    "    W[26] = 18.0;\n",
-    "    W[27] = -1.1;\n",
-    "    W[28] = 9.5;\n",
-    "    W[29] = 40.3 - 0.86*P;\n",
-    "    W[30] = 18.0;\n",
-    "    W[31] = 1.5;\n",
-    "    W[32] = 0;\n",
-    "    W[33] = 0;\n",
-    "    W[34] = 7.5;\n",
-    "    W[35] = 3.0;\n",
-    "    W[36] = -5.6;\n",
-    "    W[37] = 9.4 - 1.58*P;\n",
-    "    W[38] = 7.5 - 0.05*P;\n",
-    "    W[39] = -30.0;\n",
-    "    W[40] = 0;\n",
-    "    W[41] = 6.7;\n",
-    "    W[42] = 10.0;\n",
-    "    W[43] = -6.5;\n",
-    "    W[44] = 9.2 - 1.58*P;\n",
-    "    W[45] = 10.0;\n",
-    "    W[46] = 0;\n",
-    "    W[47] = 16.5 + 0.14*P;\n",
-    "    W[48] = -5.9;\n",
-    "    W[49] = 7.6;\n",
-    "    W[50] = -8.3 - 0.06*P; \n",
-    "    W[51] = 0;\n",
-    "    W[52] = 0;\n",
-    "    W[53] = 10.0;\n",
-    "    W[54] = 0;\n",
-    "    W[55] = 60.0 - 0.66*P;\n",
-    "    W[56] = 0;\n",
-    "    W[57] = 0;\n",
-    "    W[58] = 0;\n",
-    "    W[59] = 30.0 - 0.66*P; \n",
-    "    W[60] = 9.0;\n",
-    "    W[61] = 0;\n",
-    "    W[62] = 30.0 - 0.60*P;\n",
-    "    W[63] = -5.6;\n",
-    "    W[64] = -0.1 + 0.22*P;\n",
-    "    W[65] = 17.3 + 0.05*P;\n",
-    "\n",
-    "    v[0] = 100.00;\n",
-    "    v[1] = 120.00;\n",
-    "    v[2] = 140.00;\n",
-    "    v[3] = 240.00;\n",
-    "    v[4] = 100.00;\n",
-    "    v[5] = 120.00;\n",
-    "    v[6] = 100.00;\n",
-    "    v[7] = 100.00;\n",
-    "    v[8] = 100.00;\n",
-    "    v[9] = 100.00;\n",
-    "    v[10] = 100.00;\n",
-    "    v[11] = 100.00;\n",
-    "\n",
-    "    idm[0]  =   sympify('xv**2*(sumT**-1)*pq');\n",
-    "    idm[1]  =   sympify('xv**2*(sumT**-1)*psl*AlM*sumM**-1');\n",
-    "    idm[2]  =   sympify('xv**2*(sumT**-1)*pwo*CaM*sumM**-1');\n",
-    "    idm[3]  =   sympify('xv**2*(sumT**-1)*pol*mgM**4*sumM**-4');\n",
-    "    idm[4]  =   sympify('xv**2*(sumT**-1)*pol*feM**4*sumM**-4');\n",
-    "    idm[5]  =   sympify('xv**2*(sumT**-1)*pjd');\n",
-    "    idm[6]  =   sympify('xv**2*(sumT**-1)*phm');\n",
-    "    idm[7]  =   sympify('xv**2*(sumT**-1)*pek');\n",
-    "    idm[8]  =   sympify('xv**2*(sumT**-1)*pti');\n",
-    "    idm[9]  =   sympify('xv**2*(sumT**-1)*pkj');\n",
-    "    idm[10] =   sympify('xv**2*(sumT**-1)*pct');\n",
-    "    idm[11] =   sympify('xh**2');\n",
-    "    \n",
-    "    sym_sf = ['pq', 'psl', 'pwo', 'pjd', 'phm', 'pek', 'pti', 'pkj', 'pct', 'pol', 'sumT', 'mgM', 'feM', 'CaM', 'AlM', 'sumM', 'xh', 'xv'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "    gbase[8]  = sympify('gb8');\n",
-    "    gbase[9]  = sympify('gb9');\n",
-    "    gbase[10] = sympify('gb10');\n",
-    "    gbase[11] = sympify('gb11');\n",
-    "\n",
-    "\n",
-    "    symb     = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','yct','h2o']\n",
-    "    \n",
-    "    in_var  = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','yct','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','x[10]','ln']\n",
-    "    in_sf = ['pq', 'psl', 'pwo', 'pjd', 'phm', 'pek', 'pti', 'pkj', 'pct', 'pol', 'sumT', 'mgM', 'feM', 'CaM', 'AlM', 'sumM', 'xh', 'xv'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]','sf[13]','sf[14]','sf[15]','sf[16]','sf[17]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def fl_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 11\n",
-    "\n",
-    "    W         = [0]*55\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.99;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # wo  range\n",
-    "    Range[1]  = [0,1]; # sl  range\n",
-    "    Range[2]  = [0,1]; # fo  range\n",
-    "    Range[3]  = [0,1]; # fa  range\n",
-    "    Range[4]  = [0,1]; # jd  range\n",
-    "    Range[5]  = [0,1]; # hm  range\n",
-    "    Range[6]  = [0,1]; # ek  range\n",
-    "    Range[7]  = [0,1]; # ti  range\n",
-    "    Range[8]  = [0,1]; # kj  range\n",
-    "    Range[9]  = [0,1]; # h2o range\n",
-    "    \n",
-    "    emname  = ['qfL','slfL','wofL','fofL','fafL','jdfL','hmfL','ekfL','tifL','kjfL','h2o']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('4* qL + 2.1 - 0.051* P');\n",
-    "    make[1] = sympify('silL + 6.72 - 0.313 *P');\n",
-    "    make[2] = sympify('woL + 0.22 - 0.12 *P');\n",
-    "    make[3] = sympify('2* foL + 8.59 - 0.136* P');\n",
-    "    make[4] = sympify('2 *faL + 13.56 - 0.052 *P');\n",
-    "    make[5] = sympify('abL - qL + 12.32 - 0.099 *P');\n",
-    "    make[6] = sympify('1/2 *hemL + 4.05 - 0.077 *P');\n",
-    "    make[7] = sympify('1/2 *eskL + 24.75 + 0.245 *P');\n",
-    "    make[8] = sympify('ruL + 5.6 - 0.489 *P');\n",
-    "    make[9] = sympify('kspL - qL + 12.88 - 0.227 *P');\n",
-    "    make[10] = sympify('H2O');\n",
-    "\n",
-    "    p[0] = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "    p[1] = sympify('sl');\n",
-    "    p[2] = sympify('wo');\n",
-    "    p[3] = sympify('fo');\n",
-    "    p[4] = sympify('fa');\n",
-    "    p[5] = sympify('jd');\n",
-    "    p[6] = sympify('hm');\n",
-    "    p[7] = sympify('ek');\n",
-    "    p[8] = sympify('ti');\n",
-    "    p[9] = sympify('kj');\n",
-    "    p[10] = sympify('h2o');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 0;\n",
-    "    W[1] = 0;\n",
-    "    W[2] = 0;\n",
-    "    W[3] = 0;\n",
-    "    W[4] = 0;\n",
-    "    W[5] = 0;\n",
-    "    W[6] = 0;\n",
-    "    W[7] = 0;\n",
-    "    W[8] = 0;\n",
-    "    W[9] = 59.0 - 0.82*P;\n",
-    "    W[10] = 0;\n",
-    "    W[11] = 0;\n",
-    "    W[12] = 0;\n",
-    "    W[13] = 0;\n",
-    "    W[14] = 0;\n",
-    "    W[15] = 0;\n",
-    "    W[16] = 0;\n",
-    "    W[17] = 0;\n",
-    "    W[18] = 57.6 - 0.80*P;\n",
-    "    W[19] = 0;\n",
-    "    W[20] = 0;\n",
-    "    W[21] = 0;\n",
-    "    W[22] = 0;\n",
-    "    W[23] = 0;\n",
-    "    W[24] = 0;\n",
-    "    W[25] = 0;\n",
-    "    W[26] = 72.2 - 0.67*P;\n",
-    "    W[27] = 0;\n",
-    "    W[28] = 0;\n",
-    "    W[29] = 0;\n",
-    "    W[30] = 0;\n",
-    "    W[31] = 0;\n",
-    "    W[32] = 0;\n",
-    "    W[33] = 71.7 - 1.10*P;\n",
-    "    W[34] = 0;\n",
-    "    W[35] = 0;\n",
-    "    W[36] = 0;\n",
-    "    W[37] = 0;\n",
-    "    W[38] = 0;\n",
-    "    W[39] = 71.7 - 1.10*P;\n",
-    "    W[40] = 0;\n",
-    "    W[41] = 0;\n",
-    "    W[42] = 0;\n",
-    "    W[43] = 0;\n",
-    "    W[44] = 57.0 - 0.79*P;\n",
-    "    W[45] = 0;\n",
-    "    W[46] = 0;\n",
-    "    W[47] = 0;\n",
-    "    W[48] = 73.0 - 0.66*P;\n",
-    "    W[49] = 0;\n",
-    "    W[50] = 0;\n",
-    "    W[51] = 73.0 - 0.66*P;\n",
-    "    W[52] = 0;\n",
-    "    W[53] = 75.0 - 0.67*P;\n",
-    "    W[54] = 44.9 - 1.19*P;\n",
-    "    v = 0.0;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    pq  = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "    psl = sympify('sl');\n",
-    "    pwo = sympify('wo');\n",
-    "    pfo = sympify('fo');\n",
-    "    pfa = sympify('fa');\n",
-    "    pjd = sympify('jd');\n",
-    "    phm = sympify('hm');\n",
-    "    pek = sympify('ek');\n",
-    "    pti = sympify('ti');\n",
-    "    pkj = sympify('kj');\n",
-    "    ph2o= sympify('h2o');\n",
-    "    fac = sympify('1 - h2o');\n",
-    "\n",
-    "    sf = [pq, psl, pwo, pfo, pfa, pjd, phm, pek, pti, pkj, ph2o, fac];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0]  =   sympify('fac*pq');\n",
-    "    idm[1]  =   sympify('fac*psl');\n",
-    "    idm[2]  =   sympify('fac*pwo');\n",
-    "    idm[3]  =   sympify('fac*pfo');\n",
-    "    idm[4]  =   sympify('fac*pfa');\n",
-    "    idm[5]  =   sympify('fac*pjd');\n",
-    "    idm[6]  =   sympify('fac*phm');\n",
-    "    idm[7]  =   sympify('fac*pek');\n",
-    "    idm[8]  =   sympify('fac*pti');\n",
-    "    idm[9]  =   sympify('fac*pkj');\n",
-    "    idm[10] =  sympify('ph2o**2');\n",
-    "    \n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "    gbase[8]  = sympify('gb8');\n",
-    "    gbase[9]  = sympify('gb9');\n",
-    "    gbase[10] = sympify('gb10');\n",
-    "\n",
-    "\n",
-    "    symb     = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','h2o']\n",
-    "\n",
-    "    in_var  = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','x[10]','ln']\n",
-    "    \n",
-    "    in_sf = ['pq', 'psl', 'pwo', 'pfo', 'pfa', 'pjd', 'phm', 'pek', 'pti', 'pkj', 'ph2o', 'fac'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]','sf[13]','sf[14]','sf[15]','sf[16]','sf[17]']\n",
-    "\n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def pl4T_ig():\n",
-    "    \n",
-    "    P        = symbols('P')\n",
-    "    T        = symbols('T')\n",
-    "    n_em     = 3 # 3 endmembers and 2 compositional variables\n",
-    "\n",
-    "    W        = [0]*3\n",
-    "    v        = [0]*3\n",
-    "    gbase    = [0]*n_em;\n",
-    "    p        = [0]*n_em;\n",
-    "    idm      = [0]*n_em;\n",
-    "    stp       = 0.124;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    IG[0]    = 0.8;\n",
-    "    IG[1]    = 0.03;\n",
-    "    \n",
-    "    # Validity bounds (need as many slack variables and Lagrange multiplier as there is range bounds)\n",
-    "    # Dim = n_emm - 1\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "  \n",
-    "    Range[0] = [0,1]; # ca range\n",
-    "    Range[1] = [0,1]; # k range\n",
-    "\n",
-    "    emname  = ['ab','an','san']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('ab');\n",
-    "    make[1] = sympify('an');\n",
-    "    make[2] = sympify('san');\n",
-    "    \n",
-    "    p[0]    = sympify('1 - k - ca');\n",
-    "    p[1]    = sympify('ca');\n",
-    "    p[2]    = sympify('k');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0]    = 14.6 - 0.00935*T - 0.04*P;\n",
-    "    W[1]    = 24.1 - 0.00957*T + 0.338*P;\n",
-    "    W[2]    = 48.5 - 0.13*P;\n",
-    "    v[0]    = 0.674;\n",
-    "    v[1]    = 0.55;\n",
-    "    v[2]    = 1.0;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xNaA  = sympify('1 - ca - k');\n",
-    "    xCaA  = sympify('ca');\n",
-    "    xKA   = sympify('k');\n",
-    "    xAlTB = sympify('1/4 + 1/4*ca');\n",
-    "    xSiTB = sympify('3/4 - 1/4*ca');\n",
-    "\n",
-    "    sf = [xNaA, xCaA, xKA, xAlTB, xSiTB];\n",
-    " \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "    idm[1] =   sympify('2.0*xCaA*xAlTB**(1/2)*xSiTB**(1/2)');\n",
-    "    idm[2] =   sympify('1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb     = ['ca','k']\n",
-    "    \n",
-    "    in_var  = ['ca','k','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    in_sf = ['xNaA', 'xCaA', 'xKA', 'xAlTB', 'xSiTB'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ol_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.09;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # c range\n",
-    "    Range[2]  = [0,1]; # Q range\n",
-    "\n",
-    "    emname    = ['mont','fa','fo','cfm']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mont');\n",
-    "    make[1]   = sympify('fa');\n",
-    "    make[2]   = sympify('fo');\n",
-    "    make[3]   = sympify('1/2 *fa + 1/2 *fo');\n",
-    " \n",
-    "    p[0] = sympify('c');\n",
-    "    p[1] = sympify('-q + x');\n",
-    "    p[2] = sympify('1 - c - q - x + c*x');\n",
-    "    p[3] = sympify('2*q + (-c)*x');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 24.;\n",
-    "    W[1] = 38.;\n",
-    "    W[2] = 24.;\n",
-    "    W[3] = 9.;\n",
-    "    W[4] = 4.5;\n",
-    "    W[5] = 4.5;    \n",
-    "    v    = 0.\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 + q - x');\n",
-    "    xFeM1 = sympify('-q + x');\n",
-    "    xMgM2 = sympify('1 - c - q - x + c*x');\n",
-    "    xFeM2 = sympify('q + x + (-c)*x');\n",
-    "    xCaM2 = sympify('c');\n",
-    "    \n",
-    "    idm2[0] =   xMgM1*xCaM2;\n",
-    "    idm2[1] =   xFeM1*xFeM2;\n",
-    "    idm2[2] =   xMgM1*xMgM2;\n",
-    "    idm2[3] =   xMgM1*xFeM2;\n",
-    "    \n",
-    "    sf    = [xMgM1, xFeM1, xMgM2, xFeM2, xCaM2];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgM1*xCaM2');\n",
-    "    idm[1] =   sympify('xFeM1*xFeM2');\n",
-    "    idm[2] =   sympify('xMgM1*xMgM2');\n",
-    "    idm[3] =   sympify('xMgM1*xFeM2');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    \n",
-    "    symb     = ['x','c','q']\n",
-    "\n",
-    "    in_var  = ['x','c','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "\n",
-    "    in_sf    = ['xMgM1', 'xFeM1', 'xMgM2', 'xFeM2', 'xCaM2'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def mu_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*6\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # y range\n",
-    "    Range[2]  = [0,1]; # f range\n",
-    "    Range[3]  = [0,1]; # n range\n",
-    "    Range[4]  = [0,1]; # c range\n",
-    "\n",
-    "    emname    = ['mu','cel','fcel','pa','mam','fmu']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mu');\n",
-    "    make[1]   = sympify('cel');\n",
-    "    make[2]   = sympify('fcel');\n",
-    "    make[3]   = sympify('pa');\n",
-    "    make[4]   = sympify('ma + 6.5');\n",
-    "    make[5]   = sympify('1/2 *andr - 1/2* gr + mu + 25');\n",
-    " \n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1. - x - y + x*y');\n",
-    "    p[2] = sympify('x + (-x)*y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0. + 0.20*P;\n",
-    "    W[1] = 0. + 0.20*P;\n",
-    "    W[2] = 10.12 + 0.0034*T + 0.353*P;\n",
-    "    W[3] = 35.0;\n",
-    "    W[4] = 0.;\n",
-    "    W[5] = 0.;\n",
-    "    W[6] = 45.0 + 0.25*P;\n",
-    "    W[7] = 50.0;\n",
-    "    W[8] = 0.;\n",
-    "    W[9] = 45.0 + 0.25*P;\n",
-    "    W[10] = 50.0;\n",
-    "    W[11] = 0.;\n",
-    "    W[12] = 15.0;\n",
-    "    W[13] = 30.0;\n",
-    "    W[14] = 35.0;\n",
-    "    v[0] = 0.63;\n",
-    "    v[1] = 0.63;\n",
-    "    v[2] = 0.63;\n",
-    "    v[3] = 0.37;\n",
-    "    v[4] = 0.63;\n",
-    "    v[5] = 0.63;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xKA     = sympify('1. - c - n');\n",
-    "    xNaA    = sympify('n');\n",
-    "    xCaA    = sympify('c');\n",
-    "    xMgM2A  = sympify('1. - x - y + x*y');\n",
-    "    xFeM2A  = sympify('x + (-x)*y');\n",
-    "    xAlM2A  = sympify('y');\n",
-    "    xAlM2B  = sympify('1. - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1   = sympify('1. - 1./2.*c - 1./2.*y');\n",
-    "    xAlT1   = sympify('1./2.*c + 1./2.*y'); \n",
-    "    \n",
-    "    sf      = [xKA, xNaA, xCaA, xMgM2A, xFeM2A, xAlM2A, xAlM2B, xFe3M2B, xSiT1, xAlT1];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = sympify('4*xKA*xAlM2A*xAlM2B*xSiT1*xAlT1');\n",
-    "    idm[1] = sympify('xKA*xMgM2A*xAlM2B*(xSiT1**2)');\n",
-    "    idm[2] = sympify('xKA*xFeM2A*xAlM2B*(xSiT1**2)');\n",
-    "    idm[3] = sympify('4*xNaA*xAlM2A*xAlM2B*xSiT1*xAlT1');\n",
-    "    idm[4] = sympify('xCaA*xAlM2A*xAlM2B*(xAlT1**2)');\n",
-    "    idm[5] = sympify('4*xKA*xAlM2A*xFe3M2B*xSiT1*xAlT1');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "\n",
-    "    symb     = ['x','y','f','n','c']\n",
-    "\n",
-    "    in_var  = ['x','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    in_sf   = ['xKA', 'xNaA', 'xCaA', 'xMgM2A', 'xFeM2A', 'xAlM2A', 'xAlM2B', 'xFe3M2B', 'xSiT1', 'xAlT1'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def bi_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.12;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # y range\n",
-    "    Range[2]  = [0,1]; # f range\n",
-    "    Range[3]  = [0,1]; # t range\n",
-    "    Range[4]  = [0,1]; # Q range\n",
-    "    \n",
-    "    emname  =['phl','annm','obi','east','tbi','fbi']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('phl');\n",
-    "    make[1] = sympify('ann - 6');\n",
-    "    make[2] = sympify('1/3 *ann + 2/3 *phl - 6');\n",
-    "    make[3] = sympify('east ');\n",
-    "    make[4] = sympify('- br + phl + ru + 55');\n",
-    "    make[5] = sympify('1/2 *andr + east - 1/2 *gr - 3');\n",
-    "\n",
-    "    p[0] = sympify('1.0 - f - t - x - y - 2.0/3.0*q + f*x + t*x + x*y');\n",
-    "    p[1] = sympify('-1/3*q + x');\n",
-    "    p[2] = sympify('q -f*x -t*x -x*y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('t');\n",
-    "    p[5] = sympify('f');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12.;\n",
-    "    W[1] = 4.;\n",
-    "    W[2] = 10.;\n",
-    "    W[3] = 30.;\n",
-    "    W[4] = 8.;\n",
-    "    W[5] = 8.;\n",
-    "    W[6] = 5.;\n",
-    "    W[7] = 32.;\n",
-    "    W[8] = 13.6;\n",
-    "    W[9] = 7.;\n",
-    "    W[10] = 24.;\n",
-    "    W[11] = 5.6;\n",
-    "    W[12] = 40.0;\n",
-    "    W[13] = 1.0;\n",
-    "    W[14] = 40.0;\n",
-    "    v = 0.;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM3 = sympify('1 - f - t - x - y - 2/3*q + f*x + t*x + x*y');\n",
-    "    xFeM3 = sympify('x + 2/3*q + (-f)*x + (-t)*x + (-x)*y');\n",
-    "    xFe3M3 = sympify('f');\n",
-    "    xTiM3 = sympify('t');\n",
-    "    xAlM3 = sympify('y');\n",
-    "    xMgM12 = sympify('1 + 1/3*q - x');\n",
-    "    xFeM12 = sympify('-1/3*q + x');\n",
-    "    xSiT = sympify('1/2 - 1/2*f - 1/2*y');\n",
-    "    xAlT = sympify('1/2 + 1/2*f + 1/2*y');\n",
-    "    xOHV = sympify('1 - t');\n",
-    "    xOV = sympify('t');\n",
-    "    \n",
-    "    sf  = [xMgM3, xFeM3, xFe3M3, xTiM3, xAlM3, xMgM12, xFeM12, xSiT, xAlT, xOHV, xOV];\n",
-    "     \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = sympify('4*xMgM3*xMgM12**2*xSiT*xAlT*xOHV**2');\n",
-    "    idm[1] = sympify('  4*xFeM3*xFeM12**2*xSiT*xAlT*xOHV**2');\n",
-    "    idm[2] = sympify('  4*xFeM3*xMgM12**2*xSiT*xAlT*xOHV**2');\n",
-    "    idm[3] = sympify('xAlM3*xMgM12**2*xAlT**2*xOHV**2');\n",
-    "    idm[4] = sympify('  4*xTiM3*xMgM12**2*xSiT*xAlT*xOV**2');\n",
-    "    idm[5] = sympify('xFe3M3*xMgM12**2*xAlT**2*xOHV**2');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "\n",
-    "    \n",
-    "    symb     = ['x','y','f','t','q']\n",
-    "\n",
-    "    in_var  = ['x','y','f','t','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf  = ['xMgM3', 'xFeM3', 'xFe3M3', 'xTiM3', 'xAlM3', 'xMgM12', 'xFeM12', 'xSiT', 'xAlT', 'xOHV', 'xOV']; \n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "    \n",
-    "    \n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def g_ig():\n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*6\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x  range\n",
-    "    Range[1]  = [0,1]; # c  range\n",
-    "    Range[2]  = [0,1]; # f  range\n",
-    "    Range[3]  = [0,1]; # cr range\n",
-    "    Range[4]  = [0,1]; # t  range\n",
-    "\n",
-    "\n",
-    "    emname    = ['py','alm','gr','andr','knom','tig']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('py');\n",
-    "    make[1]   = sympify('alm');\n",
-    "    make[2]   = sympify('gr');\n",
-    "    make[3]   = sympify('andr');\n",
-    "    make[4]   = sympify('knor + 18.2');\n",
-    "    make[5]   = sympify('py + 1/2 *e_per + 1/2 *ru - 1/2 *cor + 46.7 - 0.0173 *T');\n",
-    " \n",
-    "    \n",
-    "    p[0] = sympify('1 - c - cr - x - 4*t + c*x');\n",
-    "    p[1] = sympify('x + (-c)*x');\n",
-    "    p[2] = sympify('c - f');\n",
-    "    p[3] = sympify('f');\n",
-    "    p[4] = sympify('cr');\n",
-    "    p[5] = sympify('4*t');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 4.0 + 0.10*P;\n",
-    "    W[1] = 45.4 - 0.010*T + 0.04*P;\n",
-    "    W[2] = 107.0 - 0.010*T - 0.036*P;\n",
-    "    W[3] = 2.0;\n",
-    "    W[4] = 0;\n",
-    "    W[5] = 17.0 - 0.010*T + 0.10*P;\n",
-    "    W[6] = 65.0 - 0.010*T + 0.039*P;\n",
-    "    W[7] = 6.0 + 0.01*P;\n",
-    "    W[8] = 0;\n",
-    "    W[9] = 2.0;\n",
-    "    W[10] = 1.0 - 0.010*T + 0.18*P;\n",
-    "    W[11] = 0;\n",
-    "    W[12] = 63.0 - 0.010*T + 0.10*P;\n",
-    "    W[13] = 0;\n",
-    "    W[14] = 0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 2.50;\n",
-    "    v[3] = 2.50;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - c - x + c*x');\n",
-    "    xFeM1  = sympify('x + (-c)*x');\n",
-    "    xCaM1  = sympify('c');\n",
-    "    xAlM2  = sympify('1 - cr - f - 2*t');\n",
-    "    xCrM2  = sympify('cr');\n",
-    "    xFe3M2 = sympify('f');\n",
-    "    xMgM2  = sympify('t');\n",
-    "    xTiM2  = sympify('t');\n",
-    "\n",
-    "    sf    = [xMgM1, xFeM1, xCaM1, xAlM2, xCrM2, xFe3M2, xMgM2, xTiM2];      \n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgM1**3*xAlM2**2');\n",
-    "    idm[1] =   sympify('xFeM1**3*xAlM2**2');\n",
-    "    idm[2] =   sympify('xCaM1**3*xAlM2**2');\n",
-    "    idm[3] =   sympify('xCaM1**3*xFe3M2**2');\n",
-    "    idm[4] =   sympify('xMgM1**3*xCrM2**2');\n",
-    "    idm[5] = sympify('8*xMgM1**3*xAlM2*xMgM2**(1/2)*xTiM2**(1/2)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "\n",
-    "    symb     = ['x','c','f','cr','t']\n",
-    "    \n",
-    "    in_var  = ['x','cr','f','c','t','log']   \n",
-    "    out_var = ['x[0]','x[3]','x[2]','x[1]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf  = ['xMgM1', 'xFeM1', 'xCaM1', 'xAlM2', 'xCrM2', 'xFe3M2', 'xMgM2', 'xTiM2']; \n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ep_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.049;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];   # f range\n",
-    "    Range[1]  = [0,0.5]; # Q range\n",
-    "\n",
-    "    emname    = ['cz','ep','fep']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('cz');\n",
-    "    make[1]   = sympify('ep');\n",
-    "    make[2]   = sympify('fep');\n",
-    "\n",
-    "    p[0] = sympify('1 - f - q');\n",
-    "    p[1] = sympify('2*q');\n",
-    "    p[2] = sympify('f - q');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 1.;\n",
-    "    W[1] = 3.;\n",
-    "    W[2] = 1.;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeM1 = sympify('f - q');\n",
-    "    xAlM1 = sympify('1 - f + q');\n",
-    "    xFeM3 = sympify('f + q');\n",
-    "    xAlM3 = sympify('1 - f - q');\n",
-    " \n",
-    "    sf    = [xFeM1, xAlM1, xFeM3, xAlM3];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xAlM1*xAlM3');\n",
-    "    idm[1] =   sympify('xAlM1*xFeM3');\n",
-    "    idm[2] =   sympify('xFeM1*xFeM3');\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb     = ['f','q']\n",
-    "    \n",
-    "    in_var  = ['f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf    = ['xFeM1', 'xAlM1', 'xFeM3', 'xAlM3'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def cd_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.09;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # h range\n",
-    "\n",
-    "    emname    = ['crd','fcrd','hcrd']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('crd');\n",
-    "    make[1]   = sympify('fcrd');\n",
-    "    make[2]   = sympify('hcrd');\n",
-    "\n",
-    "    p[0] = sympify('1 - h - x');\n",
-    "    p[1] = sympify('x');\n",
-    "    p[2] = sympify('h');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 6.;\n",
-    "    W[1] = 0.;\n",
-    "    W[2] = 0.;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeX  = sympify('x');\n",
-    "    xMgX  = sympify('1 - x');\n",
-    "    xH2OH = sympify('h');\n",
-    "    xvH   = sympify('1 - h');\n",
-    "\n",
-    "    sf  = [xFeX, xMgX, xH2OH, xvH];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgX**2*xvH');\n",
-    "    idm[1] =   sympify('xFeX**2*xvH');\n",
-    "    idm[2] =   sympify('xMgX**2*xH2OH');\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb     = ['x','h']\n",
-    "\n",
-    "    in_var  = ['x','h','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf  = ['xFeX', 'xMgX', 'xH2OH', 'xvH'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def opx_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 9\n",
-    "    idm2 = []\n",
-    "\n",
-    "    W         = [0]*36\n",
-    "    v         = [0]*9\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # c range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [-1,1]; # Q range\n",
-    "    Range[4]  = [0,1];  # f range\n",
-    "    Range[5]  = [0,1];  # t range\n",
-    "    Range[6]  = [0,1];  # cr range\n",
-    "    Range[7]  = [0,1];  # j range\n",
-    "    \n",
-    "\n",
-    "    emname    = ['en','fs','fm','odi','mgts','cren','obuf','mess','ojd']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('en');\n",
-    "    make[1]   = sympify('fs');\n",
-    "    make[2]   = sympify('1/2 *en + 1/2 *fs - 6.6');\n",
-    "    make[3]   = sympify('di + 2.8 + 0.005* P');\n",
-    "    make[4]   = sympify('mgts');\n",
-    "    make[5]   = sympify('mgts + kos - jd - 25.9 + 0.0155* T + 0.05 *P');\n",
-    "    make[6]   = sympify('mgts + 1/2 *e_per + 1/2 *ru - 1/2 *cor - 5 - 0.0051 *T - 0.0061* P');\n",
-    "    make[7]   = sympify('mgts + acm - jd + 4.8 - 0.089 *P');\n",
-    "    make[8]   = sympify('jd + 18.8');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - c - j + q - x - y + (-j)*q + q*t + c*x + j*x + (-q)*y');\n",
-    "    p[1] = sympify('q + x + (-j)*q + q*t + (-j)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    p[2] = sympify('-2*q + 2*j*q + (-2*q)*t + (-c)*x + (-t)*x + 2*q*y + x*y');\n",
-    "    p[3] = sympify('c');\n",
-    "    p[4] = sympify('-cr - f + y - 2*t');\n",
-    "    p[5] = sympify('cr');\n",
-    "    p[6] = sympify('2*t');\n",
-    "    p[7] = sympify('f');\n",
-    "    p[8] = sympify('j');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 7.0;\n",
-    "    W[1] = 4.0;\n",
-    "    W[2] = 29.4;\n",
-    "    W[3] = 12.5 - 0.04*P;\n",
-    "    W[4] = 8.0;\n",
-    "    W[5] = 6.0;\n",
-    "    W[6] = 8.0;\n",
-    "    W[7] = 35.0;\n",
-    "    W[8] = 4.0;\n",
-    "    W[9] = 21.5 + 0.08*P;\n",
-    "    W[10] = 11.0 - 0.15*P;\n",
-    "    W[11] = 10.0;\n",
-    "    W[12] = 7.0;\n",
-    "    W[13] = 10.0;\n",
-    "    W[14] = 35.0;\n",
-    "    W[15] = 18.0 + 0.08*P;\n",
-    "    W[16] = 15.0 - 0.15*P;\n",
-    "    W[17] = 12.0;\n",
-    "    W[18] = 8.0;\n",
-    "    W[19] = 12.0;\n",
-    "    W[20] = 35.0;\n",
-    "    W[21] = 75.5 - 0.84*P;\n",
-    "    W[22] = 20.0;\n",
-    "    W[23] = 40.0;\n",
-    "    W[24] = 20.0;\n",
-    "    W[25] = 35.0;\n",
-    "    W[26] = 2.0;\n",
-    "    W[27] = 10.0;\n",
-    "    W[28] = 2.0;\n",
-    "    W[29] = 7.0;\n",
-    "    W[30] = 6.0;\n",
-    "    W[31] = 2.0;\n",
-    "    W[32] = -11.0;\n",
-    "    W[33] = 6.0;\n",
-    "    W[34] = 20.0;\n",
-    "    W[35] = -11.0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 1.00;\n",
-    "    v[3] = 1.20;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "    v[6] = 1.00;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 1.20;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - j - q + t - x - y + j*q + (-q)*t + j*x + (-t)*x + q*y + x*y');\n",
-    "    xFeM1  = sympify('q + x + (-j)*q + q*t + (-j)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    xAlM1  = sympify('-cr - f + j + y - 2*t');\n",
-    "    xFe3M1 = sympify('f');\n",
-    "    xCrM1  = sympify('cr');\n",
-    "    xTiM1  = sympify('t');\n",
-    "    xMgM2  = sympify('1 - c - j + q - x + (-j)*q + q*t + c*x + j*x + (-q)*y');\n",
-    "    xFeM2  = sympify('-q + x + j*q + (-q)*t + (-c)*x + (-j)*x + q*y');\n",
-    "    xCaM2  = sympify('c');\n",
-    "    xNaM2  = sympify('j');\n",
-    "    xSiT   = sympify('1 - 1/2*y');\n",
-    "    xAlT   = sympify('1/2*y');\n",
-    "\n",
-    "    sf   = [xMgM1, xFeM1, xAlM1, xFe3M1, xCrM1, xTiM1, xMgM2, xFeM2, xCaM2, xNaM2, xSiT, xAlT];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgM1*xMgM2*xSiT**(1/2)');\n",
-    "    idm[1] =   sympify('xFeM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[2] =   sympify('xMgM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[3] =   sympify('xMgM1*xCaM2*xSiT**(1/2)');\n",
-    "    idm[4] = sympify('1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[5] = sympify('1.4142*xCrM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[6] = sympify('2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[7] = sympify('1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[8] =   sympify('xAlM1*xNaM2*xSiT**(1/2)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "    gbase[8]  = sympify('gb8');\n",
-    "    \n",
-    "    in_var  = ['x','y','cr','q','f','t','c','j','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[6]','x[3]','x[4]','x[5]','x[2]','x[7]','ln']\n",
-    "    \n",
-    "    symb     = ['x','y','c','q','f','t','cr','j']\n",
-    "    in_sf   = ['xMgM1', 'xFeM1', 'xAlM1', 'xFe3M1', 'xCrM1', 'xTiM1', 'xMgM2', 'xFeM2', 'xCaM2', 'xNaM2', 'xSiT', 'xAlT'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def cpx_ig():\n",
-    "\n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 10\n",
-    "\n",
-    "    W         = [0]*45\n",
-    "    v         = [0]*10\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "# Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em); # declare range\n",
-    "    \n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # o range\n",
-    "    Range[3]  = [0,1]; # n range\n",
-    "    Range[4]  = [-1,1];  # Q range\n",
-    "    Range[5]  = [0,1];  # f range\n",
-    "    Range[6]  = [0,1];  # cr range\n",
-    "    Range[7]  = [0,1];  # t range\n",
-    "    Range[8]  = [0,1];  # k range\n",
-    "    emname  = ['di','cfs','cats','crdi','cess','cbuf','jd','cen','cfm','kjd']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('di');\n",
-    "    make[1] = sympify('fs + 2.1 - 0.002 *T + 0.045 *P');\n",
-    "    make[2] = sympify('cats');\n",
-    "    make[3] = sympify('d_cats + kos - jd - 4.9 ');\n",
-    "    make[4] = sympify('d_cats + acm - jd - 3.45');\n",
-    "    make[5] = sympify('d_cats + 1/2 *e_per + 1/2* ru - 1/2* cor - 16.2 - 0.0012* T - 0.005 *P');\n",
-    "    make[6] = sympify('jd');\n",
-    "    make[7] = sympify('en + 3.5 - 0.002 *T + 0.048 *P ');\n",
-    "    make[8] = sympify('1/2 *en + 1/2 *fs - 1.6 - 0.002 *T + 0.0465* P');\n",
-    "    make[9] = sympify('jd - abh + san + 11.7 + 0.6* P '); \n",
-    "    \n",
-    "    p[0] = sympify('1 - k - n - o - y');\n",
-    "    p[1] = sympify('q + x + (-k)*q + (-n)*q + q*t + (-k)*x + (-n)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    p[2] = sympify('-cr - f + y - 2*t');\n",
-    "    p[3] = sympify('cr');\n",
-    "    p[4] = sympify('f');\n",
-    "    p[5] = sympify('2*t');\n",
-    "    p[6] = sympify('n');\n",
-    "    p[7] = sympify('o + q + (-k)*q + (-n)*q + q*t + (-o)*x + (-q)*y');\n",
-    "    p[8] = sympify('-x - 2*q + 2*k*q + 2*n*q + (-2*q)*t + k*x + n*x + o*x + (-t)*x + 2*q*y + x*y');\n",
-    "    p[9] = sympify('k');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 25.8;\n",
-    "    W[1] = 13.0 - 0.06*P;\n",
-    "    W[2] = 8.0;\n",
-    "    W[3] = 8.0;\n",
-    "    W[4] = 8.0;\n",
-    "    W[5] = 26.0;\n",
-    "    W[6] = 29.8;\n",
-    "    W[7] = 20.6;\n",
-    "    W[8] = 26.0;\n",
-    "    \n",
-    "    W[9] = 25.0 - 0.10*P;\n",
-    "    W[10] = 38.3;\n",
-    "    W[11] = 43.3;\n",
-    "    W[12] = 24.0;\n",
-    "    W[13] = 24.0;\n",
-    "    W[14] = 2.3;\n",
-    "    W[15] = 3.5;\n",
-    "    W[16] = 24.0;\n",
-    "    \n",
-    "    W[17] = 2.0;\n",
-    "    W[18] = 2.0;\n",
-    "    W[19] = 6.0;\n",
-    "    W[20] = 6.0;\n",
-    "    W[21] = 45.2 - 0.35*P;\n",
-    "    W[22] = 27.0 - 0.10*P;\n",
-    "    W[23] = 6.0;\n",
-    "    \n",
-    "    W[24] = 2.0;\n",
-    "    W[25] = 6.0;\n",
-    "    W[26] = 3.0;\n",
-    "    W[27] = 52.3;\n",
-    "    W[28] = 40.3;\n",
-    "    W[29] = 3.0;\n",
-    "    \n",
-    "    W[30] = 6.0;\n",
-    "    W[31] = 3.0;\n",
-    "    W[32] = 57.3;\n",
-    "    W[33] = 45.3;\n",
-    "    W[34] = 3.0;\n",
-    "    \n",
-    "    W[35] = 16.0;\n",
-    "    W[36] = 24.0;\n",
-    "    W[37] = 22.0;\n",
-    "    W[38] = 16.0;\n",
-    "    \n",
-    "    W[39] = 40.0;\n",
-    "    W[40] = 40.0;\n",
-    "    W[41] = 28.0;\n",
-    "    \n",
-    "    W[42] = 4.0;\n",
-    "    W[43] = 40.0;\n",
-    "    W[44] = 40.0;\n",
-    "    v[0] = 1.20;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 1.90;\n",
-    "    v[3] = 1.90;\n",
-    "    v[4] = 1.90;\n",
-    "    v[5] = 1.90;\n",
-    "    v[6] = 1.20;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 1.00;\n",
-    "    v[9] = 1.20;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - k - n - q + t - x - y + k*q + n*q + (-q)*t + k*x + n*x + (-t)*x + q*y + x*y');\n",
-    "    xFeM1  = sympify('q + x + (-k)*q + (-n)*q + q*t + (-k)*x + (-n)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    xAlM1  = sympify('-cr - f + k + n + y - 2*t');\n",
-    "    xFe3M1 = sympify('f');\n",
-    "    xCrM1  = sympify('cr');\n",
-    "    xTiM1  = sympify('t');\n",
-    "    xMgM2  = sympify('o + q + (-k)*q + (-n)*q + q*t + (-o)*x + (-q)*y');\n",
-    "    xFeM2  = sympify('-q + k*q + n*q + (-q)*t + o*x + q*y');\n",
-    "    xCaM2  = sympify('1 - k - n - o');\n",
-    "    xNaM2  = sympify('n');\n",
-    "    xKM2   = sympify('k');\n",
-    "    xSiT   = sympify('1 - 1/2*y');\n",
-    "    xAlT   = sympify('1/2*y');\n",
-    "\n",
-    "    sf   = [xMgM1, xFeM1, xAlM1, xFe3M1, xCrM1, xTiM1, xMgM2, xFeM2, xCaM2, xNaM2, xKM2, xSiT, xAlT];\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = sympify('xMgM1*xCaM2*xSiT**(1/2)');\n",
-    "    idm[1] = sympify('xFeM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[2] = sympify('1.4142*xAlM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[3] = sympify('1.4142*xCrM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[4] = sympify('1.4142*xFe3M1*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[5] = sympify('2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[6] = sympify('xAlM1*xNaM2*xSiT**(1/2)');\n",
-    "    idm[7] = sympify('xMgM1*xMgM2*xSiT**(1/2)');\n",
-    "    idm[8] = sympify('xMgM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[9] = sympify('xAlM1*xKM2*xSiT**(1/2)');\n",
-    " \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "    gbase[8]  = sympify('gb8');\n",
-    "    gbase[9]  = sympify('gb9');\n",
-    "\n",
-    "    symb     = ['x','y','o','n','q','f','cr','t','k']\n",
-    "\n",
-    "    in_var  = ['x','y','o','n','q','f','cr','t','k','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','ln']\n",
-    "    in_sf   = ['xMgM1', 'xFeM1', 'xAlM1', 'xFe3M1', 'xCrM1', 'xTiM1', 'xMgM2', 'xFeM2', 'xCaM2', 'xNaM2', 'xKM2', 'xSiT', 'xAlT'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def spn_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    \n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x  range\n",
-    "    Range[1]  = [0,1.]; # y  range\n",
-    "    Range[2]  = [0,1];  # c  range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [0,1]; # t  range\n",
-    "    Range[4]  = [-1,1];  # Q1 range\n",
-    "    Range[5]  = [-1,1];  # Q2 range\n",
-    "    Range[6]  = [-1,1];  # Q3 range\n",
-    "\n",
-    "    emname  = ['nsp','isp','nhc','ihc','nmt','imt','pcr','qndm']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('o_sp');\n",
-    "    make[1] = sympify('o_sp + 23.6 - 0.005763 *T');\n",
-    "    make[2] = sympify('o_herc');\n",
-    "    make[3] = sympify('o_herc + 23.6 - 0.005763 *T');\n",
-    "    make[4] = sympify('e_mt + 0 + 0.005763* T');\n",
-    "    make[5] = sympify('e_mt + 0.3');\n",
-    "    make[6] = sympify('picr');\n",
-    "    make[7] = sympify('qnd - 30');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1/3 - 1/3*x - c + 2/3*Q1 - 2/3*t + (-1/3*t)*x');\n",
-    "    p[1] = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*x + (-2/3*t)*x');\n",
-    "    p[2] = sympify('1/3*x - 1/3*y + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y');\n",
-    "    p[3] = sympify('-2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y');\n",
-    "    p[4] = sympify('1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y');\n",
-    "    p[5] = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    p[6] = sympify('c');\n",
-    "    p[7] = sympify('t');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = -8.2;\n",
-    "    W[1] = 3.5;\n",
-    "    W[2] = -13.0;\n",
-    "    W[3] = 43.2;\n",
-    "    W[4] = 49.1;\n",
-    "    W[5] = -5.0;\n",
-    "    W[6] = 22.5;\n",
-    "    W[7] = 4.4;\n",
-    "    W[8] = -6.0;\n",
-    "    W[9] = 36.8;\n",
-    "    W[10] = 20.0;\n",
-    "    W[11] = 14.0;\n",
-    "    W[12] = 21.5;\n",
-    "    W[13] = -8.2;\n",
-    "    W[14] = 18.1;\n",
-    "    W[15] = 49.0;\n",
-    "    W[16] = -19.0;\n",
-    "    W[17] = 35.1;\n",
-    "    W[18] = -4.0;\n",
-    "    W[19] = 7.6;\n",
-    "    W[20] = -11.0;\n",
-    "    W[21] = 9.0;\n",
-    "    W[22] = 18.1;\n",
-    "    W[23] = 11.9;\n",
-    "    W[24] = 62.2;\n",
-    "    W[25] = -6.4;\n",
-    "    W[26] = 24.3;\n",
-    "    W[27] = 60.0;\n",
-    "    v = 0.;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgT  = sympify('1/3 + 1/3*t - 1/3*x + 2/3*Q1 + (-1/3*t)*x');\n",
-    "    xFeT  = sympify('1/3*x + 2/3*Q2 + 1/3*t*x');\n",
-    "    xAlT  = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*Q2 - 2/3*Q3 - 2/3*y + 2/3*c*y + 2/3*t*y');\n",
-    "    xFe3T = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    xMgM  = sympify('1/3 - 1/3*Q1 + 1/3*t - 1/3*x + (-1/3*t)*x');\n",
-    "    xFeM  = sympify('-1/3*Q2 + 1/3*x + 1/3*t*x');\n",
-    "    xAlM  = sympify('2/3 + 1/3*Q1 + 1/3*Q2 + 1/3*Q3 - c - 2/3*y - 5/6*t + 2/3*c*y + 2/3*t*y');\n",
-    "    xFe3M = sympify('-1/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    xCrM  = sympify('c');\n",
-    "    xTiM  = sympify('1/2*t');\n",
-    "\n",
-    "    sf   = [xMgT, xFeT, xAlT, xFe3T, xMgM, xFeM, xAlM, xFe3M, xCrM, xTiM];\n",
-    "\n",
-    "    idm[0] = sympify('  xMgT*xAlM');\n",
-    "    idm[1] = sympify('2*xAlT*xMgM**(.5)*xAlM**(.5)');\n",
-    "    idm[2] = sympify('  xFeT*xAlM');\n",
-    "    idm[3] = sympify('2*xAlT*xFeM**(.5)*xAlM**(.5)');\n",
-    "    idm[4] = sympify('  xFeT*xFe3M');\n",
-    "    idm[5] = sympify('2*xFe3T*xFeM**(.5)*xFe3M**(.5)');\n",
-    "    idm[6] = sympify('  xMgT*xCrM');\n",
-    "    idm[7] = sympify('2*xMgT*xMgM**(.5)*xTiM**(.5)');\n",
-    "      \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "\n",
-    "    symb     = ['x','y','c','t','Q1','Q2','Q3']\n",
-    "\n",
-    "    in_var  = ['x','y','c','t','Q1','Q2','Q3','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "    in_sf   = ['xMgT', 'xFeT', 'xAlT', 'xFe3T', 'xMgM', 'xFeM', 'xAlM', 'xFe3M', 'xCrM', 'xTiM'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    " \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def hb_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps_hb = symbols('eps')\n",
-    "    n_em = 11\n",
-    "\n",
-    "    W         = [0]*55\n",
-    "    v         = [0]*11\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # z range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [0,1];  # a range\n",
-    "    Range[4]  = [0,1];  # k range\n",
-    "    Range[5]  = [0,1];  # c range\n",
-    "    Range[6]  = [0,1];  # f range\n",
-    "    Range[7]  = [0,1];  # t range\n",
-    "    Range[8]  = [-1,1]; # Q1 range\n",
-    "    Range[9]  = [-1,1]; # Q2 range\n",
-    "\n",
-    "    emname  = ['tr','tsm','prgm','glm','cumm','grnm','a','b','mrb','kprg','tts']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('tr');\n",
-    "    make[1] = sympify('ts+10');\n",
-    "    make[2] = sympify('parg - 10');\n",
-    "    make[3] = sympify('gl - 3');\n",
-    "    make[4] = sympify('cumm');\n",
-    "    make[5] = sympify('grun - 3');\n",
-    "    make[6] = sympify('3/7 *cumm + 4/7 *grun - 11.2');\n",
-    "    make[7] = sympify('2/7 *cumm + 5/7 *grun - 13.8');\n",
-    "    make[8] = sympify('gl - gr + andr');\n",
-    "    make[9] = sympify('mu - pa + parg - 7.06 + 0.02 *T');\n",
-    "    make[10] = sympify('- 2 *dsp + 2 *ru + ts + 95');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-1/2*a + c - f - t - y + z');\n",
-    "    p[1] = sympify('-1/2*a + f + y - z');\n",
-    "    p[2] = sympify('a + (-a)*k');\n",
-    "    p[3] = sympify('-f + z');\n",
-    "    p[4] = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z');\n",
-    "    p[5] = sympify('x - 2*Q2 - 5/2*Q1 + 2*f*Q2 + 2*Q2*t + c*x + (-f)*x + (-t)*x + 2*Q2*y + (-x)*y + x*z');\n",
-    "    p[6] = sympify('Q2 + 5/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "    p[7] = sympify('2*Q2 + 3/2*Q1 + (-2*f)*Q2 + (-2*Q2)*t + (-c)*x + f*x + t*x + (-2*Q2)*y + x*y + (-x)*z');\n",
-    "    p[8] = sympify('f');\n",
-    "    p[9] = sympify('a*k');\n",
-    "    p[10] = sympify('t'); \n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 20.0;\n",
-    "    W[1] = 25.0;\n",
-    "    W[2] = 65.0;\n",
-    "    W[3] = 45.0;\n",
-    "    W[4] = 75.0;\n",
-    "    W[5] = 57.0;\n",
-    "    W[6] = 63.0;\n",
-    "    W[7] = 52.0;\n",
-    "    W[8] = 30.0;\n",
-    "    W[9] = 85.0;\n",
-    "    W[10] = -40.0;\n",
-    "    W[11] = 25.0;\n",
-    "    W[12] = 70.0;\n",
-    "    W[13] = 80.0;\n",
-    "    W[14] = 70.0;\n",
-    "    W[15] = 72.5;\n",
-    "    W[16] = 20.0;\n",
-    "    W[17] = -40.0;\n",
-    "    W[18] = 35.0;\n",
-    "    W[19] = 50.0;\n",
-    "    W[20] = 90.0;\n",
-    "    W[21] = 106.7;\n",
-    "    W[22] = 94.8;\n",
-    "    W[23] = 94.8;\n",
-    "    W[24] = 40.0;\n",
-    "    W[25] = 8.0;\n",
-    "    W[26] = 15.0;\n",
-    "    W[27] = 100.0;\n",
-    "    W[28] = 113.5;\n",
-    "    W[29] = 100.0;\n",
-    "    W[30] = 111.2;\n",
-    "    W[31] = 0.0;\n",
-    "    W[32] = 54.0;\n",
-    "    W[33] = 75.0;\n",
-    "    W[34] = 33.0;\n",
-    "    W[35] = 18.0;\n",
-    "    W[36] = 23.0;\n",
-    "    W[37] = 80.0;\n",
-    "    W[38] = 87.0;\n",
-    "    W[39] = 100.0;\n",
-    "    W[40] = 12.0;\n",
-    "    W[41] = 8.0;\n",
-    "    W[42] = 91.0;\n",
-    "    W[43] = 96.0;\n",
-    "    W[44] = 65.0;\n",
-    "    W[45] = 20.0;\n",
-    "    W[46] = 80.0;\n",
-    "    W[47] = 94.0;\n",
-    "    W[48] = 95.0;\n",
-    "    W[49] = 90.0;\n",
-    "    W[50] = 94.0;\n",
-    "    W[51] = 95.0;\n",
-    "    W[52] = 50.0;\n",
-    "    W[53] = 50.0;\n",
-    "    W[54] = 35.0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.50;\n",
-    "    v[2] = 1.70;\n",
-    "    v[3] = 0.80;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "    v[6] = 1.00;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 0.80;\n",
-    "    v[9] = 1.70;\n",
-    "    v[10] = 1.50;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xvA     = sympify('1 - a');\n",
-    "    xNaA    = sympify('a + (-a)*k');\n",
-    "    xKA     = sympify('a*k');\n",
-    "    xMgM13  = sympify('1 + Q1 - x');\n",
-    "    xFeM13  = sympify('-Q1 + x');\n",
-    "    xMgM2   = sympify('1 - f + Q2 - t - x - y + (-f)*Q2 + (-Q2)*t + f*x + t*x + (-Q2)*y + x*y');\n",
-    "    xFeM2   = sympify('-Q2 + x + f*Q2 + Q2*t + (-f)*x + (-t)*x + Q2*y + (-x)*y');\n",
-    "    xAlM2   = sympify('y');\n",
-    "    xFe3M2  = sympify('f');\n",
-    "    xTiM2   = sympify('t');\n",
-    "    xCaM4   = sympify('c');\n",
-    "    xMgM4   = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2 *t + c*x + Q2*y + x*z');\n",
-    "    xFeM4   = sympify('Q2 + x + 3/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "    xNaM4   = sympify('z');\n",
-    "    xSiT1   = sympify('1 - 1/2*f - 1/2*t - 1/2*y + 1/2*z - 1/4*a');\n",
-    "    xAlT1   = sympify('1/2*f + 1/2*t + 1/2*y - 1/2*z + 1/4*a');\n",
-    "    xOHV    = sympify('1 - t');\n",
-    "    xOV     = sympify('t');\n",
-    "    \n",
-    "    sf  = [xvA, xNaA, xKA, xMgM13, xFeM13, xMgM2, xFeM2, xAlM2, xFe3M2, xTiM2, xCaM4, xMgM4, xFeM4, xNaM4, xSiT1, xAlT1, xOHV, xOV];\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xvA*xMgM13**3*xMgM2**2*xCaM4**2*xSiT1*xOHV**2');\n",
-    "    idm[1] = sympify('2*xvA*xMgM13**3*xAlM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2');\n",
-    "    idm[2] = sympify('8*xNaA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2');\n",
-    "    idm[3] =   sympify('xvA*xMgM13**3*xAlM2**2*xNaM4**2*xSiT1*xOHV**2');\n",
-    "    idm[4] =   sympify('xvA*xMgM13**3*xMgM2**2*xMgM4**2*xSiT1*xOHV**2');\n",
-    "    idm[5] =   sympify('xvA*xFeM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2');\n",
-    "    idm[6] =   sympify('xvA*xMgM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2');\n",
-    "    idm[7] =   sympify('xvA*xFeM13**3*xMgM2**2*xFeM4**2*xSiT1*xOHV**2');\n",
-    "    idm[8] =   sympify('xvA*xMgM13**3*xFe3M2**2*xNaM4**2*xSiT1*xOHV**2');\n",
-    "    idm[9] = sympify('8*xKA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2');\n",
-    "    idm[10] = sympify('2*xvA*xMgM13**3*xTiM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOV**2');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "    gbase[8]  = sympify('gb8');\n",
-    "    gbase[9]  = sympify('gb9');\n",
-    "    gbase[10] = sympify('gb10');\n",
-    "   \n",
-    "    symb     = ['x','y','z','a','k','c','f','t','Q1','Q2']\n",
-    "\n",
-    "    in_var  = ['x','y','z','a','k','c','f','t','Q1','Q2','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','ln']\n",
-    "    in_sf  = ['xvA', 'xNaA', 'xKA', 'xMgM13', 'xFeM13', 'xMgM2', 'xFeM2', 'xAlM2', 'xFe3M2', 'xTiM2', 'xCaM4', 'xMgM4', 'xFeM4', 'xNaM4', 'xSiT1', 'xAlT1', 'xOHV', 'xOV'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]','sf[13]','sf[14]','sf[15]','sf[16]','sf[17]']\n",
-    " \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ilm_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.049;\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [-0.99,0.99]; # Q range\n",
-    "  \n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('d_ilm');\n",
-    "    make[1] = sympify('d_ilm');\n",
-    "    make[2] = sympify('d_hem');\n",
-    "\n",
-    "\n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('x - q');\n",
-    "    p[2] = sympify('1 - x');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 15.6;\n",
-    "    W[1] = 26.6;\n",
-    "    W[2] = 11.0;    \n",
-    "    v = 0.0; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFe2A = sympify('1/2*x + 1/2*q');\n",
-    "    xTiA  = sympify('1/2*x - 1/2*q');\n",
-    "    xFe3A = sympify('1 - x');\n",
-    "    xFe2B = sympify('1/2*x - 1/2*q');\n",
-    "    xTiB  = sympify('1/2*x + 1/2*q');\n",
-    "    xFe3B = sympify('1 - x');\n",
-    "\n",
-    "    sf    = [xFe2A, xTiA, xFe3A, xFe2B, xTiB, xFe3B];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xFe2A*xTiB');\n",
-    "    idm[1] =   sympify('4.*xFe2A**(0.5)*xTiA**(0.5)*xFe2B**(0.5)*xTiB**(0.5)');\n",
-    "    idm[2] =   sympify('xFe3A*xFe3B');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb     = ['x','q']\n",
-    "\n",
-    "    in_var  = ['x','q','log']  \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xFe2A', 'xTiA', 'xFe3A', 'xFe2B', 'xTiB', 'xFe3B']; \n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make\n",
-    "\n",
-    "def ilm_TJBH_2019_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.049;\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [-0.99,0.99]; # Q range\n",
-    "    \n",
-    "    emname  = ['oilm','dilm','dhem']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('o_ilm');\n",
-    "    make[1] = sympify('d_ilm + 1.9928 - 0.0021 *T');\n",
-    "    make[2] = sympify('e_hem');\n",
-    "\n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('i - q');\n",
-    "    p[2] = sympify('1 - i');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 7.05;\n",
-    "    W[1] = 14.3;\n",
-    "    W[2] = 7.25;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeA  = sympify('1/2*i + 1/2*q');\n",
-    "    xTiA  = sympify('1/2*i - 1/2*q');\n",
-    "    xFe3A = sympify('1 - i');\n",
-    "    xFeB  = sympify('1/2*i - 1/2*q');\n",
-    "    xTiB  = sympify('1/2*i + 1/2*q');\n",
-    "    xFe3B = sympify('1 - i');\n",
-    "\n",
-    "    sf    = [xFeA, xTiA, xFe3A, xFeB, xTiB, xFe3B];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xFeA**(0.5)*xTiB**(0.5)');\n",
-    "    idm[1] =   sympify('2.*xFeA**(0.25)*xTiA**(0.25)*xFeB**(0.25)*xTiB**(0.25)');\n",
-    "    idm[2] =   sympify('xFe3A**(0.5)*xFe3B**(0.5)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb     = ['i','q']\n",
-    "\n",
-    "    in_var  = ['i','q','log']  \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf    = ['xFeA', 'xTiA', 'xFe3A', 'xFeB', 'xTiB', 'xFe3B'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 110,
-   "metadata": {
-    "code_folding": [
-     2,
-     136,
-     212,
-     336,
-     438,
-     511,
-     626,
-     741,
-     869,
-     966,
-     1048,
-     1143,
-     1282,
-     1447,
-     1543
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# ss database metapelite _mp n=16\n",
-    "\n",
-    "def liq_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    Range[5]  = [0,1];\n",
-    "    Range[6]  = [0,1];\n",
-    "\n",
-    "    emname    = ['q4L','abL','kspL','anL','slL','fo2L','fa2L','h2oL']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('4.0 *qL')\n",
-    "    make[1]   = sympify('abL')\n",
-    "    make[2]   = sympify('kspL')\n",
-    "    make[3]   = sympify('anL')\n",
-    "    make[4]   = sympify('8/5* silL - 23')\n",
-    "    make[5]   = sympify('2 *foL - 10')\n",
-    "    make[6]   = sympify('2 *faL - 9 - 1.3* P')\n",
-    "    make[7]   = sympify('h2oL')\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('fsp*na');\n",
-    "    p[2] = sympify('fsp*(1 - na)');\n",
-    "    p[3] = sympify('an');\n",
-    "    p[4] = sympify('1 - q - fsp - an - ol - h2o');\n",
-    "    p[5] = sympify('ol*(1 - xc)');\n",
-    "    p[6] = sympify('ol*xc');\n",
-    "    p[7] = sympify('h2o');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    fac  = sympify('1 - h2o');\n",
-    "    pq   = sympify('q');\n",
-    "    xab  = sympify('fsp*na');\n",
-    "    xksp = sympify('fsp*(1 - na)');\n",
-    "    pan  = sympify('an');\n",
-    "    psil = sympify('1 - q - fsp - an - ol - h2o');\n",
-    "    pol  = sympify('ol');\n",
-    "    xFe  = sympify('xc');\n",
-    "    xMg  = sympify('1 - xc');\n",
-    "    ph2o = sympify('h2o');\n",
-    "\n",
-    "    sf = [fac,pq,xab,xksp,pan,psil,pol,xFe,xMg,ph2o];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12. - 0.4*P\n",
-    "    W[1] = -2. - 0.5*P\n",
-    "    W[2] = 5.\n",
-    "    W[3] = 12.\n",
-    "    W[4] = 12. - 0.4*P\n",
-    "    W[5] = 14.\n",
-    "    W[6] = 17. - 0.5*P\n",
-    "    W[7] = -6. + 3.*P\n",
-    "    W[8] = 0.\n",
-    "    W[9] = 12.\n",
-    "    W[10] = 10.\n",
-    "    W[11] = 2.\n",
-    "    W[12] = -1.5 - 0.3*P\n",
-    "    W[13] = 0. - 1.*P\n",
-    "    W[14] = 12.\n",
-    "    W[15] = 12.\n",
-    "    W[16] = 12.\n",
-    "    W[17] = 9.5 - 0.3*P\n",
-    "    W[18] = 0.\n",
-    "    W[19] = 0.\n",
-    "    W[20] = 0.\n",
-    "    W[21] = 7.5 - 0.5*P\n",
-    "    W[22] = 12.\n",
-    "    W[23] = 12.\n",
-    "    W[24] = 11.\n",
-    "    W[25] = 18.\n",
-    "    W[26] = 11 - 0.5*P\n",
-    "    W[27] = 12.\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0]  =   sympify('fac*pq');\n",
-    "    idm[1]  =   sympify('fac*xab');\n",
-    "    idm[2]  =   sympify('fac*xksp');\n",
-    "    idm[3]  =   sympify('fac*pan');\n",
-    "    idm[4]  =   sympify('fac*psil');\n",
-    "    idm[5]  =   sympify('fac*pol*xMg**5');\n",
-    "    idm[6]  =   sympify('fac*pol*xFe**5');\n",
-    "    idm[7]  =   sympify('ph2o**2');\n",
-    "\n",
-    "    sym_sf = ['fac', 'pq', 'xab', 'xksp', 'pan', 'psil', 'pol', 'xFe', 'xMg', 'ph2o'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "\n",
-    "    symb    = ['q','fsp','na','an','ol','xc','h2o']\n",
-    "    \n",
-    "    cv[0] = 'q   = p0';\n",
-    "    cv[1] = 'an  = p3';\n",
-    "    cv[2] = 'h2o = p7';\n",
-    "    cv[3] = 'fsp = p1 + p2';\n",
-    "    cv[4] = 'na  = p1/fsp';\n",
-    "    cv[5] = 'ol  = 1.0 - q - fsp - an - h2o - p4';\n",
-    "    cv[6] = 'xc   = p6/ol';\n",
-    "\n",
-    "    \n",
-    "    in_var  = ['q','fsp','na','an','ol','xc','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "    in_sf   = ['fac', 'pq', 'xab', 'xksp', 'pan', 'psil', 'pol', 'xFe', 'xMg', 'ph2o'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def pl4tr_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*3\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.049;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['ab','an','san']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('ab')\n",
-    "    make[1]   = sympify('an')\n",
-    "    make[2]   = sympify('san')\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1-k-ca');\n",
-    "    p[1] = sympify('ca');\n",
-    "    p[2] = sympify('k');\n",
-    "\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xNaA = sympify('1 - ca - k');\n",
-    "    xCaA =sympify(' ca');\n",
-    "    xKA = sympify('k');\n",
-    "    xAlTB = sympify('1/4 + 1/4*ca');\n",
-    "    xSiTB = sympify('3/4 - 1/4*ca');\n",
-    "    \n",
-    "    sf = [xNaA,xCaA,xKA,xAlTB,xSiTB];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 14.6 - 0.00935*T - 0.04*P\n",
-    "    W[1] = 24.1 - 0.00957*T + 0.338*P\n",
-    "    W[2] = 48.5 - 0.13*P\n",
-    "    v[0] = 0.674\n",
-    "    v[1] = 0.55\n",
-    "    v[2] = 1.0\n",
-    "    \n",
-    "    idm[0]  =   sympify('1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "    idm[1]  =   sympify('2*xCaA*xAlTB**(1/2)*xSiTB**(1/2)');\n",
-    "    idm[2]  =   sympify('1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "\n",
-    "    sym_sf = ['xNaA','xCaA','xKA','xAlTB','xSiTB'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb    = ['ca','k']\n",
-    "    \n",
-    "    cv[0] = 'k   = p2';\n",
-    "    cv[1] = 'ca  = p1';\n",
-    "\n",
-    "    in_var  = ['ca','k','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xNaA','xCaA','xKA','xAlTB','xSiTB'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def bi_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 7\n",
-    "\n",
-    "    W         = [0]*21\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    Range[5]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['phl','annm','obi','east','tbi','fbi','mmbi']\n",
-    "    make      = [0]*n_em \n",
-    "    make[0]   = sympify('phl');\n",
-    "    make[1]   = sympify('ann - 3');\n",
-    "    make[2]   = sympify('1/3* ann + 2/3 *phl - 3');\n",
-    "    make[3]   = sympify('east');\n",
-    "    make[4]   = sympify('phl - br + ru + 55');\n",
-    "    make[5]   = sympify('east - 1/2* gr + 1/2* andr - 3');\n",
-    "    make[6]   = sympify('mnbi - 7.89');\n",
-    "\n",
-    "    p[0] = sympify('1 - f - m - t - xc - y - 2/3*q + f*xc + 3*m*xc + t*xc + xc*y');\n",
-    "    p[1] = sympify('-1/3*q + xc');\n",
-    "    p[2] = sympify('q + (-f)*xc + (-3*m)*xc + (-t)*xc + (-xc)*y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('t');\n",
-    "    p[5] = sympify('f');\n",
-    "    p[6] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgM3  = sympify(' 1 - f - m - t - xc - y - 2/3*q + f*xc + 3*m*xc + t*xc + xc*y');\n",
-    "    xMnM3  = sympify('m');\n",
-    "    xFeM3  = sympify('xc + 2/3*q + (-f)*xc + (-3*m)*xc + (-t)*xc + (-xc)*y');\n",
-    "    xFe3M3 = sympify('f');\n",
-    "    xTiM3  = sympify('t');\n",
-    "    xAlM3  = sympify('y');\n",
-    "    xMgM12 = sympify('1 + 1/3*q - m - xc');\n",
-    "    xMnM12 = sympify('m');\n",
-    "    xFeM12 = sympify('-1/3*q + xc');\n",
-    "    xSiT   = sympify('1/2 - 1/2*f - 1/2*y');\n",
-    "    xAlT   = sympify('1/2 + 1/2*f + 1/2*y');\n",
-    "    xOHV   = sympify('1 - t');\n",
-    "    xOV    = sympify('t');\n",
-    "\n",
-    "    sf = [xMgM3,xMnM3,xFeM3,xFe3M3,xTiM3,xAlM3,xMgM12,xMnM12,xFeM12,xSiT,xAlT,xOHV,xOV];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12\n",
-    "    W[1] = 4\n",
-    "    W[2] = 10\n",
-    "    W[3] = 30\n",
-    "    W[4] = 8\n",
-    "    W[5] = 9\n",
-    "    W[6] = 8\n",
-    "    W[7] = 15\n",
-    "    W[8] = 32\n",
-    "    W[9] = 13.6\n",
-    "    W[10] = 6.3\n",
-    "    W[11] = 7\n",
-    "    W[12] = 24\n",
-    "    W[13] = 5.6\n",
-    "    W[14] = 8.1\n",
-    "    W[15] = 40\n",
-    "    W[16] = 1\n",
-    "    W[17] = 13\n",
-    "    W[18] = 40\n",
-    "    W[19] = 30\n",
-    "    W[20] = 11.6\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('4*xMgM3 *xMgM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "    idm[1] = sympify('4*xFeM3 *xFeM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "    idm[2] = sympify('4*xFeM3 *xMgM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "    idm[3] = sympify('xAlM3 *xMgM12**2 *xAlT**2 *xOHV**2');\n",
-    "    idm[4] = sympify('4*xTiM3 *xMgM12**2 *xSiT *xAlT *xOV**2');\n",
-    "    idm[5] = sympify('xFe3M3 *xMgM12**2 *xAlT**2 *xOHV**2');\n",
-    "    idm[6] = sympify('4*xMnM3 *xMnM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "\n",
-    "\n",
-    "    sym_sf = ['xMgM3','xMnM3','xFeM3','xFe3M3','xTiM3','xAlM3','xMgM12','xMnM12','xFeM12','xSiT','xAlT','xOHV','xOV'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "\n",
-    "    symb    = ['xc','m','y','f','t','q']\n",
-    "    \n",
-    "    cv[0]   = 'm  = p6';\n",
-    "    cv[1]   = 'f  = p5';\n",
-    "    cv[2]   = 't  = p4';\n",
-    "    cv[3]   = 'y  = p3';\n",
-    "    cv[4]   = 'q  = 3.0*(-f*p1 + f - 3.0*m*p1 + m + p0 - p1*t - p1*y + p1 + t + y - 1.0)/(f + 3.0*m + t + y - 3.0)';\n",
-    "    cv[5]   = 'xc  = (-p2 + q)/(f + 3.0*m + t + y)';\n",
-    "      \n",
-    "    in_var  = ['xc','m','y','f','t','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgM3','xMnM3','xFeM3','xFe3M3','xTiM3','xAlM3','xMgM12','xMnM12','xFeM12','xSiT','xAlT','xOHV','xOV'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def g_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1]; \n",
-    "    \n",
-    "    emname    = ['py','alm','spss','gr','kho']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('py')\n",
-    "    make[1]   = sympify('alm')\n",
-    "    make[2]   = sympify('spss')\n",
-    "    make[3]   = sympify('gr')\n",
-    "    make[4]   = sympify('py - gr + andr + 27')\n",
-    "    \n",
-    "    \n",
-    "    p[0] = sympify('1 - f - m - xc - z + m*xc + xc*z');\n",
-    "    p[1] = sympify('xc + (-m) *xc + (-xc) *z');\n",
-    "    p[2] = sympify('m');\n",
-    "    p[3] = sympify('z');\n",
-    "    p[4] = sympify('f');\n",
-    "\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgX = sympify('1 - m - xc - z + m*xc + xc*z');\n",
-    "    xFeX = sympify('xc + (-m) *xc + (-xc) *z');\n",
-    "    xMnX = sympify('m');\n",
-    "    xCaX = sympify('z');\n",
-    "    xAlY = sympify('1 - f');\n",
-    "    xFe3Y = sympify('f');\n",
-    "\n",
-    "    sf = [xMgX,xFeX,xMnX,xCaX,xAlY,xFe3Y];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0]  = 2.5\n",
-    "    W[1] = 2.0\n",
-    "    W[2] = 31.0\n",
-    "    W[3] = 5.4\n",
-    "    W[4] = 2.0\n",
-    "    W[5] = 5.0\n",
-    "    W[6] = 22.6\n",
-    "    W[7] = 0.0\n",
-    "    W[8] = 29.4\n",
-    "    W[9] = -15.3\n",
-    "    \n",
-    "    v[0] = 1.0\n",
-    "    v[1] = 1.0\n",
-    "    v[2] = 1.0\n",
-    "    v[3] = 2.7\n",
-    "    v[4] = 1.0\n",
-    "\n",
-    "    \n",
-    "    idm[0] = sympify('xMgX**3 *xAlY**2');\n",
-    "    idm[1] = sympify('xFeX**3 *xAlY**2');\n",
-    "    idm[2] = sympify('xMnX**3 *xAlY**2');\n",
-    "    idm[3] = sympify('xCaX**3 *xAlY**2');\n",
-    "    idm[4] = sympify('xMgX**3 *xFe3Y**2');\n",
-    "\n",
-    "\n",
-    "    sym_sf = ['xMgX','xFeX','xMnX','xCaX','xAlY','xFe3Y'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "\n",
-    "    symb    = ['xc','z','m','f']\n",
-    "    \n",
-    "    cv[0]   = 'f   =  p4';\n",
-    "    cv[1]   = 'z   =  p3';\n",
-    "    cv[2]   = 'm   =  p2';\n",
-    "    cv[3]   = 'xc  =  p1/(1.0 - m - z)';\n",
-    "\n",
-    "    in_var  = ['xc','z','m','f','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgX','xFeX','xMnX','xCaX','xAlY','xFe3Y'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ep_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*3\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.049;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,0.5];\n",
-    "    \n",
-    "    emname    = ['cz','ep','fep']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('cz')\n",
-    "    make[1]   = sympify('ep')\n",
-    "    make[2]   = sympify('fep')\n",
-    "\n",
-    "\n",
-    "    p[0] = sympify(' 1 - f - q');\n",
-    "    p[1] = sympify(' 2*q');\n",
-    "    p[2] = sympify(' f - q');\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeM1 = sympify('f - q');\n",
-    "    xAlM1 = sympify('1 - f + q');\n",
-    "    xFeM3 = sympify('f + q');\n",
-    "    xAlM3 = sympify('1 - f - q');\n",
-    "    \n",
-    "    sf = [xFeM1,xAlM1,xFeM3,xAlM3];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 1\n",
-    "    W[1] = 3\n",
-    "    W[2] = 1\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('xAlM1 *xAlM3');\n",
-    "    idm[1] = sympify('xAlM1 *xFeM3');\n",
-    "    idm[2] = sympify('xFeM1 *xFeM3');\n",
-    "\n",
-    "    sym_sf = ['xFeM1','xAlM1','xFeM3','xAlM3'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb    = ['f','q']\n",
-    "    \n",
-    "    cv[0]   = 'q   =  p1/2.0';\n",
-    "    cv[1]   = 'f   =  p2 + q';\n",
-    "    \n",
-    "    in_var  = ['f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xFeM1','xAlM1','xFeM3','xAlM3'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ma_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['mut','celt','fcelt','pat','ma','fmu']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mu + 1')\n",
-    "    make[1]   = sympify('cel + 5')\n",
-    "    make[2]   = sympify('fcel + 5')\n",
-    "    make[3]   = sympify('pa + 4')\n",
-    "    make[4]   = sympify('ma')\n",
-    "    make[5]   = sympify('mu - 1/2 *gr + 1/2 *andr + 25')\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1 - xc - y + xc *y');\n",
-    "    p[2] = sympify('xc + (-xc) *y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xKA     = sympify('1 - c - n');\n",
-    "    xNaA    = sympify(' n');\n",
-    "    xCaA    = sympify('c');\n",
-    "    xMgM2A  = sympify('1 - xc - y + xc *y');\n",
-    "    xFeM2A  = sympify('xc + (-xc) *y');\n",
-    "    xAlM2A  = sympify('y');\n",
-    "    xAlM2B  = sympify('1 - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1   = sympify('1 - 1/2 *c - 1/2 *y');\n",
-    "    xAlT1   = sympify('1/2 *c + 1/2 *y');\n",
-    "\n",
-    "    sf = [xKA,xNaA,xCaA,xMgM2A,xFeM2A,xAlM2A,xAlM2B,xFe3M2B,xSiT1,xAlT1];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0 + 0.2 *P\n",
-    "    W[1] = 0 + 0.2 *P\n",
-    "    W[2] = 10.12 + 0.0034 *T + 0.353 *P\n",
-    "    W[3] = 34\n",
-    "    W[4] = 0\n",
-    "    W[5] = 0\n",
-    "    W[6] = 45 + 0.25 *P\n",
-    "    W[7] = 50\n",
-    "    W[8] = 0\n",
-    "    W[9] = 45 + 0.25 *P\n",
-    "    W[10] = 50\n",
-    "    W[11] = 0\n",
-    "    W[12] = 18\n",
-    "    W[13] = 30\n",
-    "    W[14] = 35\n",
-    "\n",
-    "    v[0] = 0.63\n",
-    "    v[1] = 0.63\n",
-    "    v[2] = 0.63\n",
-    "    v[3] = 0.37\n",
-    "    v[4] = 0.63\n",
-    "    v[5] = 0.63\n",
-    "\n",
-    "    idm[0]  = sympify('4*xKA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[1]  = sympify('xKA *xMgM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[2]  = sympify('xKA *xFeM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[3]  = sympify('4*xNaA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[4]  = sympify('xCaA *xAlM2A *xAlM2B *xAlT1**2');\n",
-    "    idm[5]  = sympify('4*xKA *xAlM2A *xFe3M2B *xSiT1 *xAlT1');\n",
-    "\n",
-    "    sym_sf = ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "\n",
-    "    symb    = ['xc','y','f','n','c']\n",
-    "    \n",
-    "    cv[0]   = 'f  = p5';\n",
-    "    cv[1]   = 'c  = p4';\n",
-    "    cv[2]   = 'n  = p3';\n",
-    "    cv[3]   = 'y  = p0 + c + n + f';\n",
-    "    cv[4]   = 'xc = p2/(1.0-y)';\n",
-    "      \n",
-    "    in_var  = ['xc','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb,cv,  p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def mu_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "   \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['mut','cel','fcel','pat','ma','fmu']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mu')\n",
-    "    make[1]   = sympify('cel')\n",
-    "    make[2]   = sympify('fcel')\n",
-    "    make[3]   = sympify('pa')\n",
-    "    make[4]   = sympify('ma + 5')\n",
-    "    make[5]   = sympify('1/2 *andr - 1/2 *gr + mu + 25')\n",
-    "\n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1 - xc - y + xc *y');\n",
-    "    p[2] = sympify('xc + (-xc) *y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xKA = sympify('1 - c - n');\n",
-    "    xNaA =sympify(' n');\n",
-    "    xCaA = sympify('c');\n",
-    "    xMgM2A = sympify('1 - xc - y + xc* y');\n",
-    "    xFeM2A = sympify('xc + (-xc) *y');\n",
-    "    xAlM2A = sympify('y');\n",
-    "    xAlM2B = sympify('1 - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1 = sympify('1 - 1/2 *c - 1/2 *y');\n",
-    "    xAlT1 = sympify('1/2 *c + 1/2 *y');\n",
-    "\n",
-    "\n",
-    "    sf = [xKA,xNaA,xCaA,xMgM2A,xFeM2A,xAlM2A,xAlM2B,xFe3M2B,xSiT1,xAlT1];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0 + 0.2 *P\n",
-    "    W[1] = 0 + 0.2 *P\n",
-    "    W[2] = 10.12 + 0.0034 *T + 0.353 *P\n",
-    "    W[3] = 35\n",
-    "    W[4] = 0\n",
-    "    W[5] = 0\n",
-    "    W[6] = 45 + 0.25 *P\n",
-    "    W[7] = 50\n",
-    "    W[8] = 0\n",
-    "    W[9] = 45 + 0.25 *P\n",
-    "    W[10] = 50\n",
-    "    W[11] = 0\n",
-    "    W[12] = 15\n",
-    "    W[13] = 30\n",
-    "    W[14] = 35\n",
-    "\n",
-    "    v[0] = 0.63\n",
-    "    v[1] = 0.63\n",
-    "    v[2] = 0.63\n",
-    "    v[3] = 0.37\n",
-    "    v[4] = 0.63\n",
-    "    v[5] = 0.63\n",
-    "\n",
-    "    idm[0]  = sympify('4*xKA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[1]  = sympify('xKA *xMgM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[2]  = sympify('xKA *xFeM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[3]  = sympify('4*xNaA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[4]  = sympify('xCaA *xAlM2A *xAlM2B *xAlT1**2');\n",
-    "    idm[5]  = sympify('4*xKA *xAlM2A *xFe3M2B *xSiT1 *xAlT1');\n",
-    "\n",
-    "    sym_sf = ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "\n",
-    "    symb    = ['xc','y','f','n','c']\n",
-    "    \n",
-    "    cv[0]   = 'f  = p5';\n",
-    "    cv[1]   = 'c  = p4';\n",
-    "    cv[2]   = 'n  = p3';\n",
-    "    cv[3]   = 'y  = p0 + c + n + f';\n",
-    "    cv[4]   = 'xc = p2/(1.0-y)';\n",
-    "      \n",
-    "    in_var  = ['xc','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def opx_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 7\n",
-    "\n",
-    "    W         = [0]*21\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "        \n",
-    "    # Validity bounds\n",
-    "    Range     = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,2]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    Range[5]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['en','fs','fm','mgts','fopx','mnopx','odi']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('en')\n",
-    "    make[1]   = sympify('fs')\n",
-    "    make[2]   = sympify('1/2 *en + 1/2 *fs - 6.6')\n",
-    "    make[3]   = sympify('mgts')\n",
-    "    make[4]   = sympify('mgts - 1/2* gr + 1/2 *andr + 2')\n",
-    "    make[5]   = sympify('2* pxmn + 6.68')\n",
-    "    make[6]   = sympify('di - 0.1 + 0.000211 *T + 0.005 *P')\n",
-    "\n",
-    "    p[0] = sympify('1 - 1/2* q - c - f - m - xc - y + 1/2 *c* q + 1/2 *m *q + c* xc + m *xc');\n",
-    "    p[1] = sympify('-1/2* q + xc + 1/2 *c* q + 1/2* m *q + (-f)* xc + (-m)* xc + (-xc) *y');\n",
-    "    p[2] = sympify('q + (-c) *q + (-m) *q + (-c) *xc + f* xc + xc* y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('f');\n",
-    "    p[5] = sympify('m');\n",
-    "    p[6] = sympify('c');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 + 1/2 *q - f - m - xc - y + (-1/2 *c) *q + (-1/2 *m)* q + f *xc + m*xc + xc *y');\n",
-    "    xFeM1 = sympify('-1/2* q + xc + 1/2* c *q + 1/2* m *q + (-f)* xc + (-m)* xc + (-xc)*y');\n",
-    "    xMnM1 = sympify('m');\n",
-    "    xFe3M1= sympify('f');\n",
-    "    xAlM1 = sympify('y');\n",
-    "    xMgM2 = sympify('1 - 1/2 *q - c - m - xc + 1/2 *c* q + 1/2 *m *q + c* xc + m*xc');\n",
-    "    xFeM2 = sympify('1/2*q + xc + (-1/2 *c) *q + (-1/2 *m)* q + (-c) *xc + (-m)*xc');\n",
-    "    xMnM2 = sympify('m');\n",
-    "    xCaM2 = sympify('c');\n",
-    "    xSiT  = sympify('1 - 1/2* f - 1/2 *y');\n",
-    "    xAlT  = sympify('1/2 *f + 1/2* y');\n",
-    "    sf    = [xMgM1,xFeM1,xMnM1,xFe3M1,xAlM1,xMgM2,xFeM2,xMnM2,xCaM2,xAlT,xSiT];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 7.\n",
-    "    W[1] = 4.\n",
-    "    W[2] = 13. - 0.15 *P\n",
-    "    W[3] = 11. - 0.15* P\n",
-    "    W[4] = 5.\n",
-    "    W[5] = 32.2 + 0.12 *P\n",
-    "    W[6] = 4.\n",
-    "    W[7] = 13. - 0.15 *P\n",
-    "    W[8] = 11.6 - 0.15 *P\n",
-    "    W[9] = 4.2\n",
-    "    W[10] = 25.54 + 0.084* P\n",
-    "    W[11] = 17. - 0.15* P\n",
-    "    W[12] = 15. - 0.15 *P\n",
-    "    W[13] = 5.1\n",
-    "    W[14] = 22.54 + 0.084 *P\n",
-    "    W[15] = 1.\n",
-    "    W[16] = 12. - 0.15 *P\n",
-    "    W[17] = 75.4 - 0.94 *P\n",
-    "    W[18] = 10.6 - 0.15 *P\n",
-    "    W[19] = 73.4 - 0.94 *P\n",
-    "    W[20] = 24.54 + 0.084* P\n",
-    "\n",
-    "    v[0] = 1.\n",
-    "    v[1] = 1.\n",
-    "    v[2] = 1.\n",
-    "    v[3] = 1.\n",
-    "    v[4] = 1.\n",
-    "    v[5] = 1.\n",
-    "    v[6] = 1.2\n",
-    "\n",
-    "    idm[0] = sympify('xMgM1 *xMgM2 *xSiT**(1/2)');\n",
-    "    idm[1] = sympify('xFeM1 *xFeM2 *xSiT**(1/2)');\n",
-    "    idm[2] = sympify('xMgM1 *xFeM2 *xSiT**(1/2)');\n",
-    "    idm[3] = sympify('1.4142 *xAlM1 *xMgM2 *xAlT**(1/4) *xSiT**(1/4)');\n",
-    "    idm[4] = sympify('1.4142 *xFe3M1 *xMgM2* xAlT**(1/4) *xSiT**(1/4)');\n",
-    "    idm[5] = sympify('xMnM1 *xMnM2 *xSiT**(1/2)');\n",
-    "    idm[6] = sympify('xMgM1 *xCaM2 *xSiT**(1/2)');\n",
-    "\n",
-    "    sym_sf = ['xMgM1','xFeM1','xMnM1','xFe3M1','xAlM1','xMgM2','xFeM2','xMnM2','xCaM2','xAlT','xSiT'];\n",
-    "  \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    \n",
-    "    symb    = ['xc','m','y','f','c','q']\n",
-    "    \n",
-    "    cv[0]   = 'c  = p6';\n",
-    "    cv[1]   = 'm  = p5';\n",
-    "    cv[2]   = 'f  = p4';\n",
-    "    cv[3]   = 'y  = p3';\n",
-    "    cv[4]   = 'xc = (-2.0*p1 - p2)/(c + f + 2.0*m + y - 2.0)';\n",
-    "    cv[5]   = 'q  = 2.0*(pow(c, 2) + 2.0*c*f + 3.0*c*m + c*p0 + 2.0*c*p1 + c*p2 + 2.0*c*y - 3.0*c + pow(f, 2) + 3.0*f*m + f*p0 + 2.0*f*y - 3.0*f + 2.0*pow(m, 2) + 2.0*m*p0 + 2.0*m*p1 + m*p2 + 3.0*m*y - 4.0*m + p0*y - 2.0*p0 - 2.0*p1 - p2 + pow(y, 2) - 3.0*y + 2.0)/(pow(c, 2) + c*f + 3.0*c*m + c*y - 3.0*c + f*m - f + 2.0*pow(m, 2) + m*y - 4.0*m - y + 2.0)';\n",
-    "      \n",
-    "    in_var  = ['xc','m','y','f','c','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgM1','xFeM1','xMnM1','xFe3M1','xAlM1','xMgM2','xFeM2','xMnM2','xCaM2','xAlT','xSiT'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def sa_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [-1,1];\n",
-    "    \n",
-    "    emname    = ['spr4','spr5','fspm','spro','ospr']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('spr4');\n",
-    "    make[1]   = sympify('spr5');\n",
-    "    make[2]   = sympify('fspr - 2');\n",
-    "    make[3]   = sympify('3/4 *fspr + 1/4 *spr4 - 3.5');\n",
-    "    make[4]   = sympify('1/2 *andr - 1/2 *gr + spr5 - 16');\n",
-    "    \n",
-    "    p[0] = sympify('1 - 1/4 *q - f - xc - y');\n",
-    "    p[1] = sympify('y');\n",
-    "    p[2] = sympify('xc - 3/4* q + (-f) *xc + (-xc)* y');\n",
-    "    p[3] = sympify('q + f *xc + xc *y');\n",
-    "    p[4] = sympify('f');\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM3   = sympify('1 - f - xc - y + 3/4 *q + f *xc + xc *y');\n",
-    "    xFeM3   = sympify('xc - 3/4* q + (-f)* xc + (-xc)* y');\n",
-    "    xFe3M3  = sympify('f');\n",
-    "    xAlM3   = sympify('y');\n",
-    "    xMgM456 = sympify('1 - 1/4* q - xc');\n",
-    "    xFeM456 = sympify('1/4 *q + xc');\n",
-    "    xSiT    = sympify('1 - f - y');\n",
-    "    xAlT    = sympify('f + y');\n",
-    "\n",
-    "\n",
-    "    sf = [xMgM3,xFeM3,xFe3M3,xAlM3,xMgM456,xFeM456,xSiT,xAlT];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 10 - 0.02 *P\n",
-    "    W[1] = 16\n",
-    "    W[2] = 12\n",
-    "    W[3] = 8 - 0.02 *P\n",
-    "    W[4] = 19 - 0.02 *P\n",
-    "    W[5] = 22 - 0.02 *P\n",
-    "    W[6] = 1\n",
-    "    W[7] = 4\n",
-    "    W[8] = 17.6 - 0.02 *P\n",
-    "    W[9] = 20 - 0.02 *P\n",
-    "\n",
-    "    v = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xMgM3 *xMgM456**3 *xSiT');\n",
-    "    idm[1] = sympify('xAlM3 *xMgM456**3 *xAlT');\n",
-    "    idm[2] = sympify('xFeM3 *xFeM456**3 *xSiT');\n",
-    "    idm[3] = sympify('xMgM3 *xFeM456**3 *xSiT');\n",
-    "    idm[4] = sympify('xFe3M3 *xMgM456**3 *xAlT');\n",
-    "\n",
-    "    sym_sf = ['xMgM3','xFeM3','xFe3M3','xAlM3','xMgM456','xFeM456','xSiT','xAlT'];\n",
-    "  \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "\n",
-    "    symb    = ['xc','y','f','q']\n",
-    "    \n",
-    "    cv[0]   = 'f  = p4';\n",
-    "    cv[1]   = 'y  = p1';\n",
-    "    cv[2]   = 'xc = (4.0*f + 4.0*p0 + p3 + 4.0*y - 4.0)/(f + y - 4.0)';\n",
-    "    cv[3]   = 'q  = 1.3333333333333333*(-4.0*pow(f, 2) - 4.0*f*p0 - f*p2 - f*p3 - 8.0*f*y + 8.0*f - 4.0*p0*y + 4.0*p0 - p2*y + 4.0*p2 - p3*y + p3 - 4.0*pow(y, 2) + 8.0*y - 4.0)/(f + y - 4.0)';\n",
-    "     \n",
-    "    in_var  = ['xc','y','f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgM3','xFeM3','xFe3M3','xAlM3','xMgM456','xFeM456','xSiT','xAlT'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def cd_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range     = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['crd','fcrd','hcrd','mncd']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('crd');\n",
-    "    make[1]   = sympify('fcrd');\n",
-    "    make[2]   = sympify('hcrd');\n",
-    "    make[3]   = sympify('e_mncrd - 4.21');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - h - m - xc + m* xc');\n",
-    "    p[1] = sympify('xc + (-m) *xc');\n",
-    "    p[2] = sympify('h');\n",
-    "    p[3] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xFeX  = sympify('xc');\n",
-    "    xMgX  = sympify('1 - xc');\n",
-    "    xMnX  = sympify('m');\n",
-    "    xH2OH = sympify('h');\n",
-    "    xvH   = sympify('1 - h');\n",
-    "    \n",
-    "    sf = [xFeX,xMgX,xMnX,xH2OH,xvH];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 8\n",
-    "    W[1] = 0\n",
-    "    W[2] = 6\n",
-    "    W[3] = 9\n",
-    "    W[4] = 7\n",
-    "    W[5] = 6\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('xMgX**2 *xvH');\n",
-    "    idm[1] = sympify('xFeX**2 *xvH');\n",
-    "    idm[2] = sympify('xMgX**2 *xH2OH');\n",
-    "    idm[3] = sympify('xMnX**2 *xvH');\n",
-    "    \n",
-    "    sym_sf = ['xFeX','xMgX','xMnX','xH2OH','xvH'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    \n",
-    "    symb    = ['xc','m','h']\n",
-    "\n",
-    "    cv[0]   = 'm  = p3';\n",
-    "    cv[1]   = 'h  = p2';\n",
-    "    cv[2]   = 'xc = p1/(1.0 - m)';\n",
-    "\n",
-    "    in_var  = ['xc','m','h','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "    in_sf   = ['xFeX','xMgX','xMnX','xH2OH','xvH'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def st_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1]; \n",
-    "    \n",
-    "    emname    = ['mstm','fst','mnstm','msto','mstt']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mst - 8.0');\n",
-    "    make[1]   = sympify('fst');\n",
-    "    make[2]   = sympify('mnst - 0.19');\n",
-    "    make[3]   = sympify('mst - gr + andr + 9.0');\n",
-    "    make[4]   = sympify('mst - cor + 3/2 *ru + 13.0');\n",
-    "    \n",
-    "    p[0] = sympify('1.0 - f - m - xc - 4.0/3.0* t + m *xc');\n",
-    "    p[1] = sympify('xc + (-m)* xc');\n",
-    "    p[2] = sympify('m');\n",
-    "    p[3] = sympify('f');\n",
-    "    p[4] = sympify('4.0/3.0* t');\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgX = sympify('1.0 - m - xc + m *xc');\n",
-    "    xFeX = sympify('xc + (-m)* xc');\n",
-    "    xMnX = sympify('m');\n",
-    "    xAlY = sympify('1.0 - f - 4.0/3.0* t');\n",
-    "    xFe3Y= sympify('f');\n",
-    "    xTiY = sympify('t');\n",
-    "    xvY  = sympify('1.0/3.0 *t');\n",
-    "\n",
-    "    sf    = [xMgX,xFeX,xMnX,xAlY,xFe3Y,xTiY,xvY];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 16.0\n",
-    "    W[1] = 12.0\n",
-    "    W[2] = 2.0\n",
-    "    W[3] = 20.0\n",
-    "    W[4] = 8.0\n",
-    "    W[5] = 18.0\n",
-    "    W[6] = 36.0\n",
-    "    W[7] = 14.0\n",
-    "    W[8] = 32.0\n",
-    "    W[9] = 30.0\n",
-    "    v    = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xMgX**4.0 *xAlY**2.0');\n",
-    "    idm[1] = sympify('xFeX**4.0 *xAlY**2.0');\n",
-    "    idm[2] = sympify('xMnX**4.0 *xAlY**2.0');\n",
-    "    idm[3] = sympify('xMgX**4.0* xFe3Y**2.0');\n",
-    "    idm[4] = sympify('3.0792 *xMgX**4.0 *xTiY**(3.0/2.0) *xvY**(1.0/2.0)');\n",
-    "\n",
-    "    sym_sf = ['xMgX','xFeX','xMnX','xAlY','xFe3Y','xTiY','xvY'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    \n",
-    "    symb    = ['xc','m','f','t']\n",
-    "    \n",
-    "    cv[0]   = 't  = p4/(4.0/3.0)';\n",
-    "    cv[1]   = 'f  = p3';\n",
-    "    cv[2]   = 'm  = p2';\n",
-    "    cv[3]   = 'xc = p1/(1.0 - m)';\n",
-    "\n",
-    "    in_var  = ['xc','m','f','t','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   = ['xMgX','xFeX','xMnX','xAlY','xFe3Y','xTiY','xvY'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def chl_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [-1,1];\n",
-    "    Range[5]  = [-1,1];\n",
-    "    Range[6]  = [-1,1];\n",
-    "    \n",
-    "    emname    = ['clin','afchl','ames','daph','ochl1','ochl4','f3clin','mmchl']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('clin');\n",
-    "    make[1]   = sympify('afchl');\n",
-    "    make[2]   = sympify('ames');\n",
-    "    make[3]   = sympify('daph');\n",
-    "    make[4]   = sympify('afchl - clin + daph + 3.0');\n",
-    "    make[5]   = sympify('afchl - 1.0/5.0 *clin + 1/5* daph + 2.4');\n",
-    "    make[6]   = sympify('clin - 1.0/2.0* gr + 1.0/2.0 *andr + 2.0');\n",
-    "    make[7]   = sympify('mnchl - 5.67');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-1/4 *q1 - m + 2*qal - 5/4 *q4 + 1/4 *m *q1 + 5/4* f *q4 + (-1/4 *q1)* qal + 5/4 *q4 *qal + (-f) *xc + m* xc + (-qal)* xc + 1/4 *q1 *y + 5/4* q4* y + (-xc)* y');\n",
-    "    p[1] = sympify('1 - f - qal - y - 2*xc + 5/4 *q1 + 9/4 *q4 + (-5/4 *m)* q1 + (-9/4* f) *q4 + 5/4 *q1* qal + (-9/4 *q4)* qal + 2*f* xc + qal* xc + (-5/4* q1) *y + (-9/4 *q4)* y + 3*xc *y');\n",
-    "    p[2] = sympify('-qal + y');\n",
-    "    p[3] = sympify('1/4 *q1 + 5/4 *q4 + (-1/4 *m) *q1 + (-5/4* f) *q4 + 1/4* q1* qal + (-5/4 *q4)* qal + f* xc + (-m)* xc + qal* xc + (-1/4* q1)* y + (-5/4 *q4)* y + xc *y');\n",
-    "    p[4] = sympify('-q4 + xc + f *q4 + q4 *qal + (-f) *xc + (-qal)* xc + q4 *y + (-xc)* y');\n",
-    "    p[5] = sympify('xc - 5/4 *q1 - 5/4 *q4 + 5/4* m *q1 + 5/4* f *q4 + (-5/4 *q1)* qal + 5/4 *q4 *qal + (-f)* xc + 5/4* q1* y + 5/4 *q4 *y + (-2*xc) *y');\n",
-    "    p[6] = sympify('f');\n",
-    "    p[7] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 - m + q1 + qal - xc - y + (-m)* q1 + q1 *qal + m *xc + (-qal)*xc + (-q1) *y + xc* y');\n",
-    "    xMnM1 = sympify('m');\n",
-    "    xFeM1 = sympify('-q1 + xc + m* q1 + (-q1)* qal + (-m)* xc + qal* xc + q1 *y + (-xc)* y');\n",
-    "    xAlM1 = sympify('-qal + y');\n",
-    "    xMgM23 = sympify('1 - 1/4 *q1 - 1/4* q4 - m - xc + 1/4 *m *q1 + 1/4 *f *q4 + (-1/4 *q1) *qal + 1/4 *q4 *qal + m *xc + 1/4 *q1* y + 1/4 *q4* y');\n",
-    "    xMnM23 = sympify('m');\n",
-    "    xFeM23 = sympify('1/4* q1 + 1/4 *q4 + xc + (-1/4* m)* q1 + (-1/4 *f) *q4 + 1/4 *q1* qal + (-1/4 *q4)* qal + (-m)* xc + (-1/4 *q1)* y + (-1/4* q4)* y');\n",
-    "    xMgM4 = sympify('1 - f + q4 - qal - xc - y + (-f)* q4 + (-q4) *qal + f *xc + qal *xc + (-q4)* y + xc *y');\n",
-    "    xFeM4 = sympify('-q4 + xc + f* q4 + q4* qal + (-f) *xc + (-qal)* xc + q4* y + (-xc)* y');\n",
-    "    xFe3M4 = sympify('f');\n",
-    "    xAlM4 = sympify('qal + y');\n",
-    "    xSiT2 = sympify('1 - 1/2 *f - y');\n",
-    "    xAlT2 = sympify('1/2* f + y');\n",
-    "\n",
-    "    # Here the xMnM1 sitefraction is not considered as it is redondant with xMnM23\n",
-    "    sf = [xMgM1,xFeM1,xAlM1,xMgM23,xMnM23,xFeM23,xMgM4,xFeM4,xFe3M4,xAlM4,xSiT2,xAlT2];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 17.\n",
-    "    W[1] = 17.\n",
-    "    W[2] = 20.\n",
-    "    W[3] = 30.\n",
-    "    W[4] = 21.\n",
-    "    W[5] = 2.\n",
-    "    W[6] = 6.\n",
-    "    W[7] = 16.\n",
-    "    W[8] = 37.\n",
-    "    W[9] = 20.\n",
-    "    W[10] = 4.\n",
-    "    W[11] = 15.\n",
-    "    W[12] = 23.\n",
-    "    W[13] = 30.\n",
-    "    W[14] = 29.\n",
-    "    W[15] = 13.\n",
-    "    W[16] = 19.\n",
-    "    W[17] = 17.\n",
-    "    W[18] = 18.\n",
-    "    W[19] = 33.\n",
-    "    W[20] = 22.\n",
-    "    W[21] = 4.\n",
-    "    W[22] = 24.\n",
-    "    W[23] = 28.6\n",
-    "    W[24] = 19.\n",
-    "    W[25] = 19.\n",
-    "    W[26] = 22.\n",
-    "    W[27] = 8.\n",
-    "\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('4*xMgM1 *xMgM23**4 *xAlM4 *xSiT2 *xAlT2');\n",
-    "    idm[1] = sympify('xMgM1 *xMgM23**4 *xMgM4 *xSiT2**2');\n",
-    "    idm[2] = sympify('xAlM1 *xMgM23**4 *xAlM4 *xAlT2**2');\n",
-    "    idm[3] = sympify('4*xFeM1 *xFeM23**4 *xAlM4* xSiT2 *xAlT2');\n",
-    "    idm[4] = sympify('xMgM1 *xFeM23**4 *xFeM4 *xSiT2**2');\n",
-    "    idm[5] = sympify('xFeM1 *xMgM23**4 *xMgM4 *xSiT2**2');\n",
-    "    idm[6] = sympify('4*xMgM1 *xMgM23**4 *xFe3M4 *xSiT2 *xAlT2');\n",
-    "    idm[7] = sympify('4*xMnM23 *xMnM23**4 *xAlM4* xSiT2* xAlT2');\n",
-    "    \n",
-    "    sym_sf = ['xMgM1','xFeM1','xAlM1','xMgM23','xMnM23','xFeM23','xMgM4','xFeM4','xFe3M4','xAlM4','xSiT2','xAlT2'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "\n",
-    "    symb    = ['xc','y','f','m','qal','q1','q4']\n",
-    "    \n",
-    "    cv[0] = 'f   =  p6';\n",
-    "    cv[1] = 'm   =  p7';\n",
-    "    cv[2] = 'qal = (m + 1.0 - f -(p1 - p3+p5-p0 + p2+p4))/4.0';\n",
-    "    cv[3] = 'y   =  p2 + qal';\n",
-    "    cv[4] = 'xc  = (-2.0*qal + m + p0 - 4.0*p3 - 5.0*p4 - p5)/(f + 5.0*m + 2.0*y - 6.0)';\n",
-    "    cv[5] = 'q4  = (-2.0*pow(qal,2.0) - 2.0*qal*f + qal*m + qal*p0 - 4.0*qal*p3 - 5.0*qal*p4 - qal*p5 - 2.0*qal*y + 2.0*qal + f*m + f*p0 - 4.0*f*p3 - 4.0*f*p4 - f*p5 + 5.0*m*p4 + m*y - m + p0*y - p0 - 4.0*p3*y + 4.0*p3 - 3.0*p4*y - p4 - p5*y + p5)/(qal*f + 5.0*qal*m + 2.0*qal*y - 6.0*qal + pow(f,2.0) + 5.0*f*m + 3.0*f*y - 7.0*f + 5.0*m*y - 5.0*m + 2.0*pow(y,2.0) - 8.0*y + 6.0)';\n",
-    "    cv[6] = 'q1  = (10.0*pow(qal,2.0) - 2.0*qal*f - 25.0*qal*m - 5.0*qal*p0 + 20.0*qal*p3 + 25.0*qal*p4 + 5.0*qal*p5 - 14.0*qal*y + 22.0*qal - 4.0*pow(f,2.0) - 21.0*f*m - f*p0 - 4.0*f*p1 + 4.0*f*p3 - 4.0*f*p4 + f*p5 - 12.0*f*y + 28.0*f - 20.0*m*p1 - 45.0*m*p4 - 17.0*m*y + 21.0*m + 3.0*p0*y + p0 - 8.0*p1*y + 24.0*p1 - 12.0*p3*y - 4.0*p3 - 33.0*p4*y + 49.0*p4 - 3.0*p5*y - p5 - 8.0*pow(y,2.0) + 32.0*y - 24.0)/(5.0*(-qal*f - 5.0*qal*m - 2.0*qal*y + 6.0*qal + f*m + f*y - f + 5.0*pow(m,2.0) + 7.0*m*y - 11.0*m + 2.0*pow(y,2.0) - 8.0*y + 6.0))';\n",
-    "\n",
-    "    in_var   = ['xc','y','f','m','qal','q1','q4','log']   \n",
-    "    out_var  = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "\n",
-    "    in_sf   = ['xMgM1','xFeM1','xAlM1','xMgM23','xMnM23','xFeM23','xMgM4','xFeM4','xFe3M4','xAlM4','xSiT2','xAlT2'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ctd_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range     = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['mctd','fctd','mnct','ctdo']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mctd');\n",
-    "    make[1]   = sympify('fctd');\n",
-    "    make[2]   = sympify('mnctd + 0.66');\n",
-    "    make[3]   = sympify('mctd + 1/4 *andr - 1/4 *gr + 13.5');\n",
-    "    \n",
-    "    p[0] = sympify('1 - f - m - xc + m *xc');\n",
-    "    p[1] = sympify('xc + (-m) *xc');\n",
-    "    p[2] = sympify('m');\n",
-    "    p[3] = sympify('f');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xAlM1A = sympify('1 - f');\n",
-    "    xFe3M1A = sympify('f');\n",
-    "    xFeM1B = sympify('xc + (-m) *xc');\n",
-    "    xMgM1B = sympify('1 - m - xc + m *xc');\n",
-    "    xMnM1B = sympify('m');\n",
-    "\n",
-    "    sf = [xAlM1A,xFe3M1A,xFeM1B,xMgM1B,xMnM1B];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 4\n",
-    "    W[1] = 3\n",
-    "    W[2] = 1\n",
-    "    W[3] = 3\n",
-    "    W[4] = 5\n",
-    "    W[5] = 4\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('xAlM1A**(1/2) *xMgM1B');\n",
-    "    idm[1] = sympify('xAlM1A**(1/2)* xFeM1B');\n",
-    "    idm[2] = sympify('xAlM1A**(1/2) *xMnM1B');\n",
-    "    idm[3] = sympify('xFe3M1A**(1/2)* xMgM1B');\n",
-    "    \n",
-    "    sym_sf = ['xAlM1A','xFe3M1A','xFeM1B','xMgM1B','xMnM1B'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    \n",
-    "    symb    = ['xc','m','f']\n",
-    "    \n",
-    "    cv[0]   = 'f  = p3';\n",
-    "    cv[1]   = 'm  = p2';\n",
-    "    cv[2]   = 'xc = p1/(1.0 - m)';\n",
-    "\n",
-    "    in_var  = ['xc','m','f','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "    in_sf   = ['xAlM1A','xFe3M1A','xFeM1B','xMgM1B','xMnM1B'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def sp_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.124;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    \n",
-    "    emname    = ['herc','sp','mt','usp']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('herc');\n",
-    "    make[1]   = sympify('sp');\n",
-    "    make[2]   = sympify('mt');\n",
-    "    make[3]   = sympify('usp');\n",
-    "    \n",
-    "    p[0]  = sympify('y + (-1 + xc) *(1 + z)');\n",
-    "    p[1]  = sympify('(1 - xc)* (1 + z)');\n",
-    "    p[2]  = sympify('1 - y - z');\n",
-    "    p[3]  = sympify('z');\n",
-    "\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xAl = sympify('y');\n",
-    "    xFe3 = sympify('1 - y - z');\n",
-    "    xTi = sympify('z');\n",
-    "    xMg = sympify('1 - xc');\n",
-    "    xFe2 = sympify('xc');\n",
-    "\n",
-    "    sf    = [xAl,xFe3,xTi,xMg,xFe2];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 16\n",
-    "    W[1] = 2\n",
-    "    W[2] = 20\n",
-    "    W[3] = 18\n",
-    "    W[4] = 36\n",
-    "    W[5] = 30\n",
-    "    v    = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xAl *xFe2');\n",
-    "    idm[1] = sympify('xAl *xMg');\n",
-    "    idm[2] = sympify('xFe3 *xFe2');\n",
-    "    idm[3] = sympify('xTi *xFe2');\n",
-    "\n",
-    "\n",
-    "    sym_sf = ['xAl','xFe3','xTi','xMg','xFe2'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "\n",
-    "    symb    = ['xc','y','z']\n",
-    "    \n",
-    "    cv[0]   = 'z  = p3';\n",
-    "    cv[1]   = 'y  = 1.0 - p2 - z';\n",
-    "    cv[2]   = 'xc = (-p1 + z + 1.0)/(z + 1.0)';\n",
-    "\n",
-    "    in_var  = ['xc','y','z','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "    \n",
-    "    in_sf   = ['xAl','xFe3','xTi','xMg','xFe2'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ilm_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.124;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "   \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [-1,1];\n",
-    "    \n",
-    "    emname    = ['oilm','dilm','dhem','geik','pnt']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('d_ilm - 13.6075 + 0.009426 *T');\n",
-    "    make[1]   = sympify('d_ilm + 1.9928 - 0.0021 *T');\n",
-    "    make[2]   = sympify('d_hem');\n",
-    "    make[3]   = sympify('geik');\n",
-    "    make[4]   = sympify('pnt');\n",
-    "\n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('-z + xc - m - q');\n",
-    "    p[2] = sympify('1 - xc');\n",
-    "    p[3] = sympify('z');\n",
-    "    p[4] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xFeA = sympify('-1/2 *z + 1/2 *xc - 1/2 *m + 1/2* q');\n",
-    "    xTiA = sympify('-1/2 *z + 1/2 *xc - 1/2 *m - 1/2 *q');\n",
-    "    xMgA = sympify('z');\n",
-    "    xMnA = sympify('m');\n",
-    "    xFe3A = sympify('1 - xc');\n",
-    "#     xFeB = sympify('-1/2 *z + 1/2 *xc - 1/2 *m - 1/2 *q');\n",
-    "    xTiB = sympify('1/2 *z + 1/2 *xc + 1/2* m + 1/2 *q');\n",
-    "#     xFe3B = sympify('1 - xc');\n",
-    "\n",
-    "    # last sf removed to avoid ill conditionned ineq\n",
-    "    sf    = [xFeA,xTiA,xMgA,xMnA,xFe3A,xTiB];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 15.6\n",
-    "    W[1] = 26.6\n",
-    "    W[2] = 4\n",
-    "    W[3] = 2\n",
-    "    W[4] = 11\n",
-    "    W[5] = 4\n",
-    "    W[6] = 2\n",
-    "    W[7] = 36\n",
-    "    W[8] = 25\n",
-    "    W[9] = 4\n",
-    "    v    = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xFeA *xTiB');\n",
-    "    idm[1] = sympify('4*xFeA**(1/2) *xTiA**(1/2)* xTiA**(1/2)* xTiB**(1/2)');\n",
-    "    idm[2] = sympify('xFe3A *xFe3A');\n",
-    "    idm[3] = sympify('xMgA* xTiB');\n",
-    "    idm[4] = sympify('xMnA* xTiB');\n",
-    "    \n",
-    "    sym_sf = ['xFeA','xTiA','xMgA','xMnA','xFe3A','xTiB'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    \n",
-    "    symb    = ['xc','z','m','q']\n",
-    "    \n",
-    "    cv[0]   = 'm  = p4';\n",
-    "    cv[1]   = 'z  = p3';\n",
-    "    cv[2]   = 'q  = p0';\n",
-    "    cv[3]   = 'xc  = 1.0 - p2';\n",
-    " \n",
-    "    in_var  = ['xc','z','m','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   = ['xFeA','xTiA','xMgA','xMnA','xFe3A','xTiB'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def mt_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*3\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['imt','dmt','usp']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('d_mt - 1.8595 + 0.003166 *T');\n",
-    "    make[1]   = sympify('d_mt + 1.3305 - 0.001184 *T');\n",
-    "    make[2]   = sympify('usp');\n",
-    "\n",
-    "\n",
-    "    p[0] = sympify('-2*xc + 3*q');\n",
-    "    p[1] = sympify('3*xc - 3*q');\n",
-    "    p[2] = sympify('1 - xc');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xTiM  = sympify('1/2 - 1/2 *xc');\n",
-    "    xFe3M = sympify('xc - 1/2 *q');\n",
-    "    xFeM  = sympify('1/2 - 1/2 *xc + 1/2* q');\n",
-    "    xFe3T = sympify(' q');\n",
-    "    xFeT  = sympify('1 - q');\n",
-    "    \n",
-    "    sf = [xTiM,xFe3M,xFeM,xFe3T,xFeT];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 2.4\n",
-    "    W[1] = 1\n",
-    "    W[2] = -5\n",
-    "    v    = 0.\n",
-    "\n",
-    "    idm[0] = sympify('4*xFe3M *xFeM *xFe3T');\n",
-    "    idm[1] = sympify('27/4*xFe3M**(4/3) *xFeM**(2/3) *xFe3T**(2/3) *xFeT**(1/3)');\n",
-    "    idm[2] = sympify('4*xTiM *xFeM *xFeT');\n",
-    "\n",
-    "    sym_sf =  ['xTiM','xFe3M','xFeM','xFe3T','xFeT'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb    = ['xc','q']\n",
-    "    \n",
-    "    cv[0]   = 'xc  = 1.0 - p2';\n",
-    "    cv[1]   = 'q   = (3.0*xc - p1)/3.0';\n",
-    " \n",
-    "    in_var  = ['xc','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xTiM','xFe3M','xFeM','xFe3T','xFeT'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "op = ''"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 111,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# CHOOSE PHASE\n",
-    "# bi g ep pl4T mu ol cd opx cpx spn hb liq fl ilm ilm_TJBH_2019\n",
-    "ss = 'sp_mp'\n",
-    "\n",
-    "# output\n",
-    "db0  = ss[-2:];\n",
-    "ss0  = ss[:-3];\n",
-    "\n",
-    "name = ss+'()'\n",
-    "sym_list, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname  = eval(name)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 112,
-   "metadata": {
-    "code_folding": [
-     0,
-     4,
-     22
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# CALCULATE f0, jac and Hessian\n",
-    "\n",
-    "# save some data (needed later)\n",
-    "p_fct_cv  = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    p_fct_cv[ii] = p[ii]\n",
-    "\n",
-    "R   = sympify(\"R\");\n",
-    "T   = sympify(\"T\");\n",
-    "eps = sympify(\"eps\");\n",
-    "\n",
-    "phi_p           = np.identity(n_em);\n",
-    "mu_Gex          = [0]*n_em;\n",
-    "mat_muMix       = [0]*n_em;\n",
-    "mu_Total        = [0]*n_em;\n",
-    "mat_phi         = [0]*n_em;\n",
-    "Gsol            = 0;\n",
-    "total_chem_comp = 0;\n",
-    "\n",
-    "#declare mu0[ii] and p[ii] again here\n",
-    "muzx  = [0]*n_em\n",
-    "px    = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    px[ii]    = sympify('p'+str(ii))\n",
-    "    muzx[ii]  = sympify('muz'+str(ii))\n",
-    "\n",
-    "if symmetry == 0:\n",
-    "    # Third step\n",
-    "    dp_dx = [[0] * (n_em-1) for i in range(n_em)]\n",
-    "    for ii in range(0,n_em):\n",
-    "        for jj in range(0,n_em-1):\n",
-    "            dp_dx[ii][jj] = diff(p[ii],sym_list[jj]) \n",
-    "            \n",
-    "    # Second step            \n",
-    "    pfrac = p        \n",
-    "    p  = [0]*n_em\n",
-    "    px = [0]*n_em\n",
-    "    for ii in range(0,n_em):\n",
-    "        p[ii]  = sympify('p'+str(ii))\n",
-    "        px[ii] = sympify('p'+str(ii))\n",
-    "        \n",
-    "    sum_v   = sum(np.multiply(p,v)) \n",
-    "    mat_phi = np.multiply(p,v)/(sum_v)\n",
-    "    mat_phix= nsimplify(mat_phi,tolerance=10**-12)\n",
-    "\n",
-    "    mat_phi = [0]*n_em\n",
-    "    for ii in range(0,n_em):\n",
-    "        mat_phi[ii] = sympify('mat_phi'+str(ii))\n",
-    "\n",
-    "    for ii in range(0,n_em):\n",
-    "        mu = 0;\n",
-    "        it = 0;\n",
-    "        for jj in range (0,n_em-1):\n",
-    "            for kk in range(jj+1,n_em):\n",
-    "                mu = mu - (phi_p[ii][jj] - mat_phi[jj])*(phi_p[ii][kk]-mat_phi[kk])*(W[it]*2*v[ii]/(v[jj]+v[kk]) );\n",
-    "                it = it + 1;\n",
-    "        if len(W) != it:\n",
-    "            display(\"Something is wrong with the mu model\")\n",
-    "            \n",
-    "        mu_Gex[ii]      = nsimplify(mu,tolerance=10**-12); \n",
-    "\n",
-    "if symmetry == 1:\n",
-    "    mat_phix = []\n",
-    "    \n",
-    "    # Third step\n",
-    "    dp_dx = [[0] * (n_em-1) for i in range(n_em)]\n",
-    "    for ii in range(0,n_em):\n",
-    "        for jj in range(0,n_em-1):\n",
-    "            dp_dx[ii][jj] = diff(p[ii],sym_list[jj]) \n",
-    "\n",
-    "    pfrac = p       \n",
-    "    p  = [0]*n_em\n",
-    "    px = [0]*n_em\n",
-    "    \n",
-    "    for ii in range(0,n_em):\n",
-    "        p[ii]  = sympify('p'+str(ii))\n",
-    "        px[ii] = sympify('p'+str(ii))\n",
-    "        \n",
-    "    for ii in range(0,n_em):\n",
-    "        mu = 0;\n",
-    "        it = 0;\n",
-    "        for jj in range (0,n_em-1):\n",
-    "            for kk in range(jj+1,n_em):\n",
-    "                mu = mu - (phi_p[ii][jj] - p[jj])*(phi_p[ii][kk]-p[kk])*W[it];\n",
-    "                it = it + 1;\n",
-    "        if len(W) != it:\n",
-    "            display(\"Something is wrong with the mu model\")\n",
-    "            \n",
-    "        mu_Gex[ii]      = mu; \n",
-    "        Gsol            = Gsol + px[ii]*muzx[ii];\n",
-    "\n",
-    "# nsimplify(mu,tolerance=10**-12)#        \n",
-    "##### GET MU_GEX #######\n",
-    "########################\n",
-    "mu_Gexx = [0]*n_em        \n",
-    "for ii in range(0,n_em):\n",
-    "    mu_Gexx[ii] = sympify('mu_Gex'+str(ii))\n",
-    "    \n",
-    "    \n",
-    "##### GET CHEMICAL POTENTIAL MU = g0 +RTlog(idm) +Gex #####\n",
-    "###########################################################\n",
-    "muz  = [0]*n_em\n",
-    "muz0 = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    muz[ii] = (gbase[ii] + mu_Gexx[ii] + R*T*log(idm[ii]))\n",
-    "\n",
-    "for i,b in enumerate(muz):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            muz[i] = muz[i].subs(a, float(a)) \n",
-    "    \n",
-    "for ii in range(0,n_em):\n",
-    "    muz[ii] = ccode(muz[ii])\n",
-    "    \n",
-    "    \n",
-    "##### MAKE ENDMEMBERS #####  \n",
-    "########################### \n",
-    "for i,b in enumerate(make):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            make[i] = make[i].subs(a, float(a))    \n",
-    "    \n",
-    "    \n",
-    "##### SITE FRACTIONS #####  \n",
-    "##########################\n",
-    "sf_size   = len(sf)\n",
-    "sf0       = [0]*sf_size\n",
-    "\n",
-    "for oo,ii in enumerate(sf):\n",
-    "    sf0[oo] = -1.0*sf[oo] \n",
-    "\n",
-    "for i,b in enumerate(sf):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            sf[i] = sf[i].subs(a, float(a))\n",
-    "            \n",
-    "for i,b in enumerate(sf0):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            sf0[i] = sf0[i].subs(a, float(a)) \n",
-    "             \n",
-    "for ii, val in enumerate(sf0):  \n",
-    "    t0 = str(val)\n",
-    "\n",
-    "    for i,val in enumerate(in_var):\n",
-    "        inv  = str(in_var[i])\n",
-    "        outv = str(out_var[i])\n",
-    "        t0 = replaceSymbols(t0,inv,outv) \n",
-    "    sf0[ii] = t0   \n",
-    "    \n",
-    "    \n",
-    "##### SITE FRACTIONS FIRST DERIVATIVE ######\n",
-    "############################################\n",
-    "sym_list_size = len(sym_list)\n",
-    "ineq_sf = [['' for xx in range(sym_list_size)] for xx in range(sf_size)]\n",
-    "\n",
-    "for oo,ii in enumerate(sf):\n",
-    "    for pi,jj in enumerate(sym_list):\n",
-    "        ineq_sf[oo][pi]  = diff(ii,jj);  \n",
-    "        ineq_sf[oo][pi] *= -1.0;\n",
-    "        \n",
-    "for i,b in enumerate(ineq_sf):\n",
-    "    for j,c in enumerate(b):\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):\n",
-    "                ineq_sf[i][j] = ineq_sf[i][j].subs(a, float(a))\n",
-    "                \n",
-    "for ii, val in enumerate(ineq_sf):\n",
-    "    for jj, val0 in enumerate(val):\n",
-    "        t0 = str(val0)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        ineq_sf[ii][jj] = t0\n",
-    "\n",
-    "\n",
-    "##### IDEAL MIXING TERM (idm) ######\n",
-    "####################################\n",
-    "for i,b in enumerate(idm):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            idm[i] = idm[i].subs(a, float(a))\n",
-    "    \n",
-    "##### EM FRACTION ######\n",
-    "######################## \n",
-    "for i,b in enumerate(pfrac):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            pfrac[i] = pfrac[i].subs(a, float(a))\n",
-    "\n",
-    "            \n",
-    "##### EM FRACTION FIRST DERIVATIVE ######\n",
-    "#########################################     \n",
-    "for i,b in enumerate(dp_dx):\n",
-    "    for j,c in enumerate(b):\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):    \n",
-    "#                 dp_dx[i][j] = nsimplify(dp_dx[i][j],tolerance=10**-12)\n",
-    "                dp_dx[i][j] = dp_dx[i][j].subs(a, float(a))\n",
-    "\n",
-    "\n",
-    "\n",
-    " "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 113,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    \n",
-      "/**\n",
-      "    Objective function of sp_mp\n",
-      "*/\n",
-      "double obj_mp_sp(unsigned n, const double *x, double *grad, void *SS_ref_db){\n",
-      "    SS_ref *d         = (SS_ref *) SS_ref_db;\n",
-      "\n",
-      "    int n_em          = d->n_em;\n",
-      "    double P          = d->P;\n",
-      "    double T          = d->T;\n",
-      "    double R          = d->R;\n",
-      "\n",
-      "    double *gb        = d->gb_lvl;\n",
-      "    double *mu_Gex    = d->mu_Gex;\n",
-      "    double *sf        = d->sf;\n",
-      "    double *mu        = d->mu;\n",
-      "    px_mp_sp(SS_ref_db,x);\n",
-      "\n",
-      "    for (int i = 0; i < n_em; i++){\n",
-      "        mu_Gex[i] = 0.0;\n",
-      "        int it    = 0;\n",
-      "        for (int j = 0; j < d->n_xeos; j++){\n",
-      "            for (int k = j+1; k < n_em; k++){\n",
-      "                mu_Gex[i] -= (d->eye[i][j] - d->p[j])*(d->eye[i][k] - d->p[k])*(d->W[it]);\n",
-      "                it += 1;\n",
-      "            }\n",
-      "        }\n",
-      "    }\n",
-      "    \n",
-      "    sf[0]          = x[1];\n",
-      "    sf[1]          = -1.0*x[1] - 1.0*x[2] + 1.0;\n",
-      "    sf[2]          = x[2];\n",
-      "    sf[3]          = 1.0 - 1.0*x[0];\n",
-      "    sf[4]          = x[0];\n",
-      "    \n",
-      "    \n",
-      "    mu[0]          = R*T*creal(clog(sf[0]*sf[4])) + gb[0] + mu_Gex[0];\n",
-      "    mu[1]          = R*T*creal(clog(sf[0]*sf[3])) + gb[1] + mu_Gex[1];\n",
-      "    mu[2]          = R*T*creal(clog(sf[4]*sf[1])) + gb[2] + mu_Gex[2];\n",
-      "    mu[3]          = R*T*creal(clog(sf[4]*sf[2])) + gb[3] + mu_Gex[3];\n",
-      "    \n",
-      "    d->sum_apep = 0.0;\n",
-      "    for (int i = 0; i < n_em; i++){\n",
-      "        d->sum_apep += d->ape[i]*d->p[i];\n",
-      "    }\n",
-      "    d->factor = d->fbc/d->sum_apep;\n",
-      "\n",
-      "    d->df_raw = 0.0;\n",
-      "    for (int i = 0; i < n_em; i++){\n",
-      "        d->df_raw += mu[i]*d->p[i];\n",
-      "    }\n",
-      "    d->df = d->df_raw * d->factor;\n",
-      "\n",
-      "    if (grad){\n",
-      "        double *dfx    = d->dfx;\n",
-      "        double **dp_dx = d->dp_dx;\n",
-      "        dpdx_mp_sp(SS_ref_db,x);\n",
-      "        for (int i = 0; i < (d->n_xeos); i++){\n",
-      "            dfx[i] = 0.0;\n",
-      "            for (int j = 0; j < n_em; j++){\n",
-      "                dfx[i] += (mu[j] - (d->ape[j]/d->sum_apep)*d->df_raw)*d->factor*dp_dx[j][i];\n",
-      "            }\n",
-      "            grad[i] = creal(dfx[i]);\n",
-      "        }\n",
-      "    }\n",
-      "\n",
-      "    return d->df;\n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# OBJECTIVE FUNCTION (obj_)\n",
-    "if 0==0:\n",
-    "    pout = [0]*(len(sf))\n",
-    "\n",
-    "    for ii, val in enumerate(sf):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "    \n",
-    "    pout2 = muz0\n",
-    "\n",
-    "    for ii, val in enumerate(muz):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_sf):\n",
-    "            inv  = str(in_sf[i])\n",
-    "            outv = str(out_sf[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout2[ii] = t0\n",
-    "    \n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Objective function of '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'double obj_'+db0+'_'+ss0+'(unsigned n, const double *x, double *grad, void *SS_ref_db){\\n'\n",
-    "    op += os+'SS_ref *d         = (SS_ref *) SS_ref_db;\\n\\n'\n",
-    "    op += os+'int n_em          = d->n_em;\\n'\n",
-    "    op += os+'double P          = d->P;\\n'\n",
-    "    op += os+'double T          = d->T;\\n'\n",
-    "    op += os+'double R          = d->R;\\n\\n'\n",
-    "\n",
-    "    op += os+'double *gb        = d->gb_lvl;\\n'\n",
-    "    if (symmetry == 0):\n",
-    "        op += os+'double *mat_phi   = d->mat_phi;\\n'\n",
-    "    op += os+'double *mu_Gex    = d->mu_Gex;\\n'\n",
-    "    op += os+'double *sf        = d->sf;\\n'\n",
-    "    op += os+'double *mu        = d->mu;\\n'\n",
-    "\n",
-    "    op += os+'px_'+db0+'_'+ss0+'(SS_ref_db,x);\\n\\n'\n",
-    "    \n",
-    "    if (symmetry == 1):\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "        op += os+os+'mu_Gex[i] = 0.0;\\n'\n",
-    "        op += os+os+'int it    = 0;\\n'\n",
-    "        op += os+os+'for (int j = 0; j < d->n_xeos; j++){\\n'\n",
-    "        op += os+os+os+'for (int k = j+1; k < n_em; k++){\\n'\n",
-    "        op += os+os+os+os+'mu_Gex[i] -= (d->eye[i][j] - d->p[j])*(d->eye[i][k] - d->p[k])*(d->W[it]);\\n'  \n",
-    "        op += os+os+os+os+'it += 1;\\n'  \n",
-    "        op += os+os+os+'}\\n'  \n",
-    "        op += os+os+'}\\n'   \n",
-    "        op += os+'}\\n'\n",
-    "        \n",
-    "    if (symmetry == 0):\n",
-    "        op += os+'d->sum_v = 0.0;\\n'\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'     \n",
-    "        op += os+os+'d->sum_v += d->p[i]*d->v[i];\\n'     \n",
-    "        op += os+'}\\n'\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "        op += os+os+'d->mat_phi[i] = (d->p[i]*d->v[i])/d->sum_v;\\n'\n",
-    "        op += os+'}\\n'\n",
-    "        op += os+'\\n'\n",
-    "        op += os+'for (int i = 0; i < d->n_em; i++){\\n' \n",
-    "        op += os+os+'mu_Gex[i] = 0.0;\\n'\n",
-    "        op += os+os+'int it = 0;\\n'\n",
-    "        op += os+os+'for (int j = 0; j < d->n_xeos; j++){\\n'\n",
-    "        op += os+os+os+'for (int k = j+1; k < d->n_em; k++){\\n'    \n",
-    "        op += os+os+os+os+'mu_Gex[i] -= (d->eye[i][j] - d->mat_phi[j])*(d->eye[i][k] - d->mat_phi[k])*(d->W[it]*2.0*d->v[i]/(d->v[j]+d->v[k]));\\n'    \n",
-    "        op += os+os+os+os+'it += 1;\\n'\n",
-    "        op += os+os+os+'}\\n'\n",
-    "        op += os+os+'}\\n'\n",
-    "        op += os+'}\\n'\n",
-    "        \n",
-    "    op += os+'\\n'\n",
-    "    for  i,val in enumerate(sf):\n",
-    "        op += os+'sf['+str(i)+']          = '+((pout[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'\\n'\n",
-    "    for  i,val in enumerate(muz):\n",
-    "        op += os+'mu['+str(i)+']          = '+(digit2index2(pout2[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    op += os+'d->sum_apep = 0.0;\\n'\n",
-    "    op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "    op += os+os+'d->sum_apep += d->ape[i]*d->p[i];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'d->factor = d->fbc/d->sum_apep;\\n\\n'\n",
-    "\n",
-    "    op += os+'d->df_raw = 0.0;\\n'\n",
-    "    op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "    op += os+os+'d->df_raw += mu[i]*d->p[i];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'d->df = d->df_raw * d->factor;\\n\\n'\n",
-    "\n",
-    "    op += os+'if (grad){\\n'\n",
-    "    op += os+os+'double *dfx    = d->dfx;\\n'\n",
-    "    op += os+os+'double **dp_dx = d->dp_dx;\\n'\n",
-    "    op += os+os+'dpdx_'+db0+'_'+ss0+'(SS_ref_db,x);\\n'\n",
-    "    op += os+os+'for (int i = 0; i < (d->n_xeos); i++){\\n'\n",
-    "    op += os+os+os+'dfx[i] = 0.0;\\n'\n",
-    "    op += os+os+os+'for (int j = 0; j < n_em; j++){\\n'\n",
-    "    op += os+os+os+os+'dfx[i] += (mu[j] - (d->ape[j]/d->sum_apep)*d->df_raw)*d->factor*dp_dx[j][i];\\n'\n",
-    "    op += os+os+os+'}\\n'\n",
-    "    op += os+os+os+'grad[i] = creal(dfx[i]);\\n'\n",
-    "    op += os+os+'}\\n'\n",
-    "    op += os+'}\\n\\n'\n",
-    "    op += os+'return d->df;\\n' \n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 114,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "/**\n",
-      "    Update dpdx matrix of sp_mp\n",
-      "*/\n",
-      "void dpdx_mp_sp(void *SS_ref_db, const double *x){\n",
-      "    SS_ref *d  = (SS_ref *) SS_ref_db;\n",
-      "    double **dp_dx = d->dp_dx;\n",
-      "\n",
-      "    dp_dx[0][0] = x[2] + 1.0;      dp_dx[0][1] = 1.00000000000000;      dp_dx[0][2] = x[0] - 1.0;      \n",
-      "    dp_dx[1][0] = -1.0*x[2] - 1.0;      dp_dx[1][1] = 0.0;      dp_dx[1][2] = 1.0 - 1.0*x[0];      \n",
-      "    dp_dx[2][0] = 0.0;      dp_dx[2][1] = -1.00000000000000;      dp_dx[2][2] = -1.00000000000000;      \n",
-      "    dp_dx[3][0] = 0.0;      dp_dx[3][1] = 0.0;      dp_dx[3][2] = 1.00000000000000;      \n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# ENDMEMBER FRACTION DERIVATIVE (dpdx)\n",
-    "if 0==0:\n",
-    "    pout = (dp_dx)\n",
-    "    for ii, val in enumerate(dp_dx):\n",
-    "        for jj, val0 in enumerate(val):\n",
-    "            t0 = (str((val0)))\n",
-    "            for i,val in enumerate(in_var):\n",
-    "                inv  = str(in_var[i])\n",
-    "                outv = str(out_var[i])\n",
-    "                t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "            pout[ii][jj] = t0\n",
-    "\n",
-    "\n",
-    "#     op = ''\n",
-    "    os = '    '\n",
-    "    op = ''\n",
-    "    op += '\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Update dpdx matrix of '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void dpdx_'+db0+'_'+ss0+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double **dp_dx = d->dp_dx;\\n\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(pout):\n",
-    "        for j,val2 in enumerate(val):\n",
-    "            op += os+'dp_dx['+str(i)+']['+str(j)+'] = '+((pout[i][j]))+';  '  \n",
-    "        op += os+'\\n'\n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 115,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "save Ineq list to file   : MAGEMin_Ineq_mp_sp.txt ...\n",
-      "/**\n",
-      "    Inequality constraints for sp_mp\n",
-      "*/\n",
-      "void sp_mp_c(unsigned m, double *result, unsigned n, const double *x, double *grad, void *data){\n",
-      "    result[0] = ( eps_sf + -1.0*x[1]);\n",
-      "    result[1] = ( eps_sf + 1.0*x[1] + 1.0*x[2] - 1.0);\n",
-      "    result[2] = ( eps_sf + -1.0*x[2]);\n",
-      "    result[3] = ( eps_sf + 1.0*x[0] - 1.0);\n",
-      "    result[4] = ( eps_sf + -1.0*x[0]);\n",
-      "\n",
-      "    if (grad) {\n",
-      "        grad[0] = 0.0;\n",
-      "        grad[1] = -1.00000000000000;\n",
-      "        grad[2] = 0.0;\n",
-      "        grad[3] = 0.0;\n",
-      "        grad[4] = 1.00000000000000;\n",
-      "        grad[5] = 1.00000000000000;\n",
-      "        grad[6] = 0.0;\n",
-      "        grad[7] = 0.0;\n",
-      "        grad[8] = -1.00000000000000;\n",
-      "        grad[9] = 1.00000000000000;\n",
-      "        grad[10] = 0.0;\n",
-      "        grad[11] = 0.0;\n",
-      "        grad[12] = -1.00000000000000;\n",
-      "        grad[13] = 0.0;\n",
-      "        grad[14] = 0.0;\n",
-      "    }\n",
-      "\n",
-      "    return;\n",
-      "};\n",
-      "\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# INEQUALITY CONSTRAINTS (sf)\n",
-    "if 0==0:\n",
-    "    out_name    = 'MAGEMin_Ineq_'+db0+'_'+ss0+\".txt\"\n",
-    "    text_file   = open(out_name, \"w\")\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Inequality constraints for '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void '+ss+'_c(unsigned m, double *result, unsigned n, const double *x, double *grad, void *data){\\n'\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "#         op += os+'double c'+ str(ii)+'(unsigned n, const double *x, double *grad, void *data){\\n'   \n",
-    "        op += os+'result['+str(ii)+'] = ( eps_sf + ' + str(sf0[ii])+');\\n' \n",
-    "    op += '\\n' \n",
-    "    op += os+'if (grad) {\\n' \n",
-    "    n = 0;\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "        for jj, val1 in enumerate(val0):\n",
-    "            op += os+os+'grad['+str(n)+'] = ' + str((val1)) + ';\\n' \n",
-    "            n += 1\n",
-    "    op += os+'}\\n' \n",
-    "    \n",
-    "    op += '\\n'  \n",
-    "    op += os+'return;\\n'    \n",
-    "    op += '};\\n' \n",
-    "    op += '\\n'  \n",
-    "    \n",
-    "    print(\"save Ineq list to file   :\",out_name, \"...\")\n",
-    "    n         = text_file.write(op)\n",
-    "    print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 116,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    \n",
-      "/**\n",
-      "    Endmember fraction of sp_mp\n",
-      "*/\n",
-      "void px_mp_sp(void *SS_ref_db, const double *x){\n",
-      "    SS_ref *d  = (SS_ref *) SS_ref_db;\n",
-      "    double *p = d->p;\n",
-      "        p[0]           = x[1] + (x[0] - 1.0)*(x[2] + 1.0);\n",
-      "        p[1]           = (1.0 - 1.0*x[0])*(x[2] + 1.0);\n",
-      "        p[2]           = -1.0*x[1] - 1.0*x[2] + 1.0;\n",
-      "        p[3]           = x[2];\n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# ENDMEMBER FRACTION (px)\n",
-    "if 0==0:\n",
-    "    pout = p\n",
-    "\n",
-    "    for ii, val in enumerate(pfrac):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "\n",
-    "\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Endmember fraction of '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void px_'+db0+'_'+ss0+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double *p = d->p;\\n'\n",
-    "    \n",
-    "    for  i,val in enumerate(pfrac):\n",
-    "        op += os+'    p['+str(i)+']           = '+((pout[i]))+';\\n'    \n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 117,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/**\n",
-      "   retrieve reference thermodynamic data for mp_sp\n",
-      "*/\n",
-      "SS_ref G_SS_mp_sp_function(SS_ref SS_ref_db, int EM_database, int len_ox, bulk_info z_b, double eps){\n",
-      "    \n",
-      "    int i, j;\n",
-      "    int n_em = SS_ref_db.n_em;\n",
-      "    \n",
-      "    char   *EM_tmp[] \t\t= {\"herc\",\"sp\",\"mt\",\"usp\"};\n",
-      "    for (int i = 0; i < SS_ref_db.n_em; i++){\n",
-      "        strcpy(SS_ref_db.EM_list[i],EM_tmp[i]);\n",
-      "    };\n",
-      "    \n",
-      "    SS_ref_db.W[0] = 16;\n",
-      "    SS_ref_db.W[1] = 2;\n",
-      "    SS_ref_db.W[2] = 20;\n",
-      "    SS_ref_db.W[3] = 18;\n",
-      "    SS_ref_db.W[4] = 36;\n",
-      "    SS_ref_db.W[5] = 30;\n",
-      "    \n",
-      "    \n",
-      "    em_data herc_eq \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"herc\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"equilibrium\"\t);\n",
-      "    \n",
-      "    em_data sp_eq \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"sp\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"equilibrium\"\t);\n",
-      "    \n",
-      "    em_data mt_eq \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"mt\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"equilibrium\"\t);\n",
-      "    \n",
-      "    em_data usp_eq \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"usp\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"equilibrium\"\t);\n",
-      "    \n",
-      "    SS_ref_db.gbase[0] \t\t= herc_eq.gb;\n",
-      "    SS_ref_db.gbase[1] \t\t= sp_eq.gb;\n",
-      "    SS_ref_db.gbase[2] \t\t= mt_eq.gb;\n",
-      "    SS_ref_db.gbase[3] \t\t= usp_eq.gb;\n",
-      "    \n",
-      "    SS_ref_db.ElShearMod[0] \t= herc_eq.ElShearMod;\n",
-      "    SS_ref_db.ElShearMod[1] \t= sp_eq.ElShearMod;\n",
-      "    SS_ref_db.ElShearMod[2] \t= mt_eq.ElShearMod;\n",
-      "    SS_ref_db.ElShearMod[3] \t= usp_eq.ElShearMod;\n",
-      "    \n",
-      "    for (i = 0; i < len_ox; i++){\n",
-      "        SS_ref_db.Comp[0][i] \t= herc_eq.C[i];\n",
-      "        SS_ref_db.Comp[1][i] \t= sp_eq.C[i];\n",
-      "        SS_ref_db.Comp[2][i] \t= mt_eq.C[i];\n",
-      "        SS_ref_db.Comp[3][i] \t= usp_eq.C[i];\n",
-      "    }\n",
-      "    \n",
-      "    for (i = 0; i < n_em; i++){\n",
-      "        SS_ref_db.z_em[i] = 1.0;\n",
-      "    };\n",
-      "    \n",
-      "    SS_ref_db.bounds_ref[0][0] = 0.0+eps;  SS_ref_db.bounds_ref[0][1] = 1.0-eps;\n",
-      "    SS_ref_db.bounds_ref[1][0] = 0.0+eps;  SS_ref_db.bounds_ref[1][1] = 1.0-eps;\n",
-      "    SS_ref_db.bounds_ref[2][0] = 0.0+eps;  SS_ref_db.bounds_ref[2][1] = 1.0-eps;\n",
-      "    \n",
-      "    return SS_ref_db;\n",
-      "}\n",
-      "\n",
-      "save make to file   : MAGEMin_make_mp_sp.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "# MAKE ENDMEMBERS\n",
-    "# if 0==0:\n",
-    "\n",
-    "\n",
-    "exclude = [sympify('P'),sympify('T')];\n",
-    "em = [];\n",
-    "for i in make:\n",
-    "    for key in i.free_symbols:\n",
-    "        if key not in em and key not in exclude:\n",
-    "            em.append(key)\n",
-    "\n",
-    "            \n",
-    "out_name    = 'MAGEMin_make_'+db0+'_'+ss0+\".txt\"\n",
-    "text_file   = open(out_name, \"w\")          \n",
-    "            \n",
-    "op = ''\n",
-    "os = '    '\n",
-    "\n",
-    "  \n",
-    "\n",
-    "op += '/**\\n'\n",
-    "op += '   retrieve reference thermodynamic data for '+db0+'_'+ss0+'\\n'\n",
-    "op += '*/\\n'\n",
-    "op += 'SS_ref G_SS_'+db0+'_'+ss0+'_function(SS_ref SS_ref_db, int EM_database, int len_ox, bulk_info z_b, double eps){\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'int i, j;\\n'\n",
-    "op += os+'int n_em = SS_ref_db.n_em;\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'char   *EM_tmp[] \t\t= {'\n",
-    "for i,val in enumerate(emname):\n",
-    "    if i < n_em-1:\n",
-    "        op += '\"'+str(val)+'\",'\n",
-    "    else:\n",
-    "        op += '\"'+str(val)+'\"'\n",
-    "op += '};\\n'\n",
-    "op += os+'for (int i = 0; i < SS_ref_db.n_em; i++){\\n'\n",
-    "op += os+os+'strcpy(SS_ref_db.EM_list[i],EM_tmp[i]);\\n'\n",
-    "op += os+'};\\n'\n",
-    "\n",
-    "op += os+'\\n'\n",
-    "for i in range(0,len(W)):\n",
-    "    op += os+'SS_ref_db.W['+str(i)+'] = '+print_W(W[i])+';\\n'\n",
-    "op += os+'\\n'\n",
-    "if (type(v) != float):\n",
-    "    for i in range(0,len(v)):\n",
-    "        op += os+'SS_ref_db.v['+str(i)+'] = '+str(v[i])+';\\n'\n",
-    "    op += os+'\\n'\n",
-    "op += os+'\\n'\n",
-    "for i in em:\n",
-    "    if (str(i)[0:2] == 'd_'):\n",
-    "        opt = 'disordered'\n",
-    "        suf = 'di';\n",
-    "        name = str(i)[2:] \n",
-    "    elif (str(i)[0:2] == 'o_'):\n",
-    "        opt = 'ordered'\n",
-    "        suf = 'or';\n",
-    "        name = str(i)[2:] \n",
-    "    elif (str(i)[0:2] == 'e_'):\n",
-    "        opt = 'equilibrium'\n",
-    "        suf = 'eq';\n",
-    "        name = str(i)[2:] \n",
-    "    else:\n",
-    "        opt = 'equilibrium'\n",
-    "        suf = 'eq';\n",
-    "        name = str(i)\n",
-    "        \n",
-    "    op += os+'em_data '+name+'_'+suf+' \t\t= get_em_data(\t\tEM_database, \\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\tlen_ox,\\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\tz_b,\\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\t\"'+name+'\", \\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\t\"'+opt+'\"\t);\\n'\n",
-    "    op += os+'\\n'\n",
-    "    \n",
-    "for i in range(0,n_em):\n",
-    "    op += os+ 'SS_ref_db.gbase['+str(i)+'] \t\t= '+print_em_gb(em,make[i])+';\\n'\n",
-    "op += os+'\\n'\n",
-    "\n",
-    "for i in range(0,n_em):\n",
-    "    op += os+ 'SS_ref_db.ElShearMod['+str(i)+'] \t= '+print_em_shearM(em,make[i])+';\\n'\n",
-    "op += os+'\\n'\n",
-    "\n",
-    "op += os+'for (i = 0; i < len_ox; i++){\\n'\n",
-    "for i in range(0,n_em):\n",
-    "    op += os+os+ 'SS_ref_db.Comp['+str(i)+'][i] \t= '+print_em_C(em,make[i])+';\\n'\n",
-    "op += os+'}\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'for (i = 0; i < n_em; i++){\\n'\n",
-    "op += os+os+'SS_ref_db.z_em[i] = 1.0;\\n'\n",
-    "op += os+'};\\n'\n",
-    "op += os+'\\n'\n",
-    "for i in range(0,n_em-1):\n",
-    "    op += os+ 'SS_ref_db.bounds_ref['+str(i)+'][0] = '+str(float(Range[i][0]))+'+eps;  SS_ref_db.bounds_ref['+str(i)+'][1] = '+str(float(Range[i][1]))+'-eps;\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'return SS_ref_db;\\n'\n",
-    "op += '}\\n'\n",
-    "print(op)\n",
-    "\n",
-    "print(\"save make to file   :\",out_name, \"...\")\n",
-    "n         = text_file.write(op)\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 118,
-   "metadata": {
-    "code_folding": [
-     0,
-     1
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/**\n",
-      "    allocate memory for sp_mp\n",
-      "*/\n",
-      "SS_ref G_SS_mp_sp_init_function(SS_ref SS_ref_db, int EM_database, global_variable gv){\n",
-      "    \n",
-      "    SS_ref_db.is_liq    = 0;\n",
-      "    SS_ref_db.symmetry  = 1;\n",
-      "    SS_ref_db.n_sf      = 5;\n",
-      "    SS_ref_db.n_em      = 4;\n",
-      "    SS_ref_db.n_w       = 6;\n",
-      "    SS_ref_db.n_xeos    = 3;\n",
-      "    SS_ref_db.CstFactor = 0;\n",
-      "    \n",
-      "    return SS_ref_db;\n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# SOLUTION PHASE MEMORY SIZE\n",
-    "if 0==0:\n",
-    "        \n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    \n",
-    "    op += '/**\\n'\n",
-    "    op += os+'allocate memory for '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'SS_ref G_SS_'+db0+'_'+ss0+'_init_function(SS_ref SS_ref_db, int EM_database, global_variable gv){\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'SS_ref_db.is_liq    = '+'0'+';\\n' \n",
-    "    op += os+'SS_ref_db.symmetry  = '+str(symmetry)+';\\n' \n",
-    "    op += os+'SS_ref_db.n_sf      = '+str(len(sf))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_em      = '+str(len(p))+';\\n' \n",
-    "    if symmetry == 0:\n",
-    "        op += os+'SS_ref_db.n_v       = '+str(len(v))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_w       = '+str(len(W))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_xeos    = '+str(len(p)-1)+';\\n' \n",
-    "    op += os+'SS_ref_db.CstFactor = 0;\\n' \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'return SS_ref_db;\\n' \n",
-    "    op += '}\\n'  \n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 119,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "SS_ref NLopt_opt_mp_sp_function(global_variable gv, SS_ref SS_ref_db){\n",
-      "    \n",
-      "    int    n_em     = SS_ref_db.n_em;\n",
-      "    unsigned int n  = SS_ref_db.n_xeos;\n",
-      "    unsigned int m  = SS_ref_db.n_sf;\n",
-      "    \n",
-      "    double *x  = SS_ref_db.iguess; \n",
-      "    \n",
-      "    for (int i = 0; i < (SS_ref_db.n_xeos); i++){\n",
-      "       SS_ref_db.lb[i] = SS_ref_db.bounds[i][0];\n",
-      "       SS_ref_db.ub[i] = SS_ref_db.bounds[i][1];\n",
-      "    }\n",
-      "    \n",
-      "    SS_ref_db.opt = nlopt_create(NLOPT_LD_CCSAQ, (n)); \n",
-      "    nlopt_set_lower_bounds(SS_ref_db.opt, SS_ref_db.lb);\n",
-      "    nlopt_set_upper_bounds(SS_ref_db.opt, SS_ref_db.ub);\n",
-      "    nlopt_set_min_objective(SS_ref_db.opt, obj_mp_sp, &SS_ref_db);\n",
-      "    nlopt_add_inequality_mconstraint(SS_ref_db.opt, m, sp_mp_c, NULL, SS_ref_db.tol_sf);\n",
-      "    nlopt_set_ftol_rel(SS_ref_db.opt, gv.obj_tol);\n",
-      "    nlopt_set_maxeval(SS_ref_db.opt, gv.maxeval);\n",
-      "    \n",
-      "    double minf;\n",
-      "    if (gv.maxeval==1){  \n",
-      "       // we are only interested in evaluating the objective function  \n",
-      "       minf = obj_mp_sp(n, x, NULL, &SS_ref_db);\n",
-      "    }\n",
-      "    else{\n",
-      "      // do optimization\n",
-      "      SS_ref_db.status = nlopt_optimize(SS_ref_db.opt, x, &minf);\n",
-      "    }\n",
-      "    /* Send back needed local solution parameters */\n",
-      "    for (int i = 0; i < SS_ref_db.n_xeos; i++){\n",
-      "       SS_ref_db.xeos[i] = x[i];\n",
-      "    }\n",
-      "    \n",
-      "    SS_ref_db.df   = minf;\n",
-      "    nlopt_destroy(SS_ref_db.opt);\n",
-      "    \n",
-      "    return SS_ref_db;\n",
-      "};\n",
-      "\n",
-      "save PC list to file   : MAGEMin_NLopt_mp_sp.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "# NLopt_opt_function\n",
-    "if 0==0:\n",
-    "    \n",
-    "\n",
-    "    \n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    \n",
-    "    out_name    = 'MAGEMin_NLopt_'+db0+'_'+ss0+\".txt\"\n",
-    "    text_file   = open(out_name, \"w\")\n",
-    "    \n",
-    "    op += 'SS_ref NLopt_opt_'+db0+'_'+ss0+'_function(global_variable gv, SS_ref SS_ref_db){\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'int    n_em     = SS_ref_db.n_em;\\n'\n",
-    "    op += os+'unsigned int n  = SS_ref_db.n_xeos;\\n'\n",
-    "    op += os+'unsigned int m  = SS_ref_db.n_sf;\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'double *x  = SS_ref_db.iguess; \\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'for (int i = 0; i < (SS_ref_db.n_xeos); i++){\\n'\n",
-    "    op += os+'   SS_ref_db.lb[i] = SS_ref_db.bounds[i][0];\\n'\n",
-    "    op += os+'   SS_ref_db.ub[i] = SS_ref_db.bounds[i][1];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'SS_ref_db.opt = nlopt_create(NLOPT_LD_CCSAQ, (n)); \\n'\n",
-    "    op += os+'nlopt_set_lower_bounds(SS_ref_db.opt, SS_ref_db.lb);\\n'\n",
-    "    op += os+'nlopt_set_upper_bounds(SS_ref_db.opt, SS_ref_db.ub);\\n'\n",
-    "    op += os+'nlopt_set_min_objective(SS_ref_db.opt, obj_'+db0+'_'+ss0+', &SS_ref_db);\\n'\n",
-    "    op += os+'nlopt_add_inequality_mconstraint(SS_ref_db.opt, m, '+ss0+'_'+db0+'_c, NULL, SS_ref_db.tol_sf);\\n'\n",
-    "    op += os+'nlopt_set_ftol_rel(SS_ref_db.opt, gv.obj_tol);\\n'\n",
-    "    op += os+'nlopt_set_maxeval(SS_ref_db.opt, gv.maxeval);\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'double minf;\\n'\n",
-    "    op += os+'if (gv.maxeval==1){  \\n'\n",
-    "    op += os+'   // we are only interested in evaluating the objective function  \\n'\n",
-    "    op += os+'   minf = obj_'+db0+'_'+ss0+'(n, x, NULL, &SS_ref_db);\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'else{\\n'\n",
-    "    op += os+'  // do optimization\\n'\n",
-    "    op += os+'  SS_ref_db.status = nlopt_optimize(SS_ref_db.opt, x, &minf);\\n'\n",
-    "    op += os+'}\\n'\n",
-    "\n",
-    "    op += os+'/* Send back needed local solution parameters */\\n'\n",
-    "    op += os+'for (int i = 0; i < SS_ref_db.n_xeos; i++){\\n'\n",
-    "    op += os+'   SS_ref_db.xeos[i] = x[i];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "   \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'SS_ref_db.df   = minf;\\n'\n",
-    "    op += os+'nlopt_destroy(SS_ref_db.opt);\\n' \n",
-    "    \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'return SS_ref_db;\\n' \n",
-    "    op += '};\\n'  \n",
-    "    \n",
-    "    print(op)\n",
-    "    \n",
-    "    print(\"save PC list to file   :\",out_name, \"...\")\n",
-    "    n         = text_file.write(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 120,
-   "metadata": {
-    "code_folding": [
-     1
-    ]
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Database               : [ mp ]\n",
-      "Solution phase         : [ sp ]\n",
-      "Dims                   : [ 3 ]\n",
-      "step length            : [ 0.124 ]\n",
-      "number of subdivisions : [9, 9, 9]\n",
-      "time to generate PC    : 0.05004596710205078 seconds\n",
-      "number of generated PC : 405\n",
-      "save PC list to file   : MAGEMin_mp_sp_PC.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Generate pseudocompounds\n",
-    "if 0==0:\n",
-    "    cv2sf = sf0\n",
-    "\n",
-    "    sf_pc = [0.0]*len(sf0)\n",
-    "    for ii, val in enumerate(sf):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        cv2sf[ii] = t0\n",
-    "        \n",
-    "        \n",
-    "    # you should not have the need to change the following section\n",
-    "    ini_name    = db0+'_'+ss0+'_ini'+'(shift)';\n",
-    "    run_name    = db0+'_'+ss0+'(x)';\n",
-    "    out_name    = 'MAGEMin_'+db0+'_'+ss0+\"_PC.txt\"\n",
-    "    shift       = 0.0001;\n",
-    "    d           = n_em-1;\n",
-    "#     stp         = 0.249    \n",
-    "    print(\"Database               : [\",db0,\"]\")\n",
-    "    print(\"Solution phase         : [\",ss0,\"]\")\n",
-    "    print(\"Dims                   : [\",d,\"]\")\n",
-    "    print(\"step length            : [\",stp,\"]\") \n",
-    " \n",
-    "    # generalized nested loop\n",
-    "    xeos_list   = [];\n",
-    "    min_val     = 0;\n",
-    "    ip          = [min_val]*(d+1);\n",
-    "    nstep       = [min_val]*(d+1);\n",
-    "    min_arr     = [min_val]*(d+1);\n",
-    "    max_arr     = [min_val]*(d+1);\n",
-    "\n",
-    "    for i in range(0,d):\n",
-    "        nstep[i+1]   = int((Range[i][1] -Range[i][0])/stp)+1;\n",
-    "        min_arr[i+1] = Range[i][0];\n",
-    "        max_arr[i+1] = nstep[i+1];\n",
-    "\n",
-    "    print(\"number of subdivisions :\",nstep[1:]) \n",
-    "    t = time.time()\n",
-    "    xeos_list   = [];\n",
-    "    pp           = d\n",
-    "    while ip[0] == min_val:\n",
-    "\n",
-    "        x       = np.array(ip[1:d+1], dtype=np.float32)*stp+shift\n",
-    "        x      += np.array(min_arr[1:d+1], dtype=np.float32)\n",
-    "        sf_ok   = eval_sf(sf_pc,cv2sf)\n",
-    "\n",
-    "        if sf_ok == 1:\n",
-    "            xeos_list.append(x)\n",
-    "\n",
-    "        ip[pp] += 1;\n",
-    "        while ip[pp] == max_arr[pp]:\n",
-    "            ip[pp] = min_val;\n",
-    "            pp -= 1;\n",
-    "            ip[pp] += 1;\n",
-    "            if (ip[pp] != nstep[pp]):\n",
-    "                pp = d    \n",
-    "    elapsed = time.time() - t\n",
-    "\n",
-    "    # save pseudocompound list to file             \n",
-    "    text_file   = open(out_name, \"w\")\n",
-    "    out   = np.array(xeos_list)\n",
-    "    npc   = len(out);\n",
-    "    print(\"time to generate PC    :\",elapsed, \"seconds\")\n",
-    "    print(\"number of generated PC :\",npc)\n",
-    "    \n",
-    "    nxeos = d;\n",
-    "    pp    = 'struct ss_pc '+db0+'_'+ss0+'_pc_xeos['+str(npc)+'] = {\\n';\n",
-    "    for i in range(0,npc):\n",
-    "        pp += '{{'\n",
-    "        for j in range(0,nxeos):\n",
-    "            pp += str('%1.6f' %out[i][j])\n",
-    "            if j < nxeos-1:\n",
-    "                pp += (',')\n",
-    "            else:\n",
-    "                if i < npc-1:\n",
-    "                    pp += '}},'\n",
-    "                else:\n",
-    "                    pp += '}}};'\n",
-    "        pp += '\\n'\n",
-    "    \n",
-    "    print(\"save PC list to file   :\",out_name, \"...\")\n",
-    "    n         = text_file.write(pp)\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 121,
-   "metadata": {
-    "code_folding": [
-     2,
-     51
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "save p2x to file   : MAGEMin_mp_sp_p2x.txt ...\n",
-      "    \n",
-      "/**\n",
-      "    Endmember to xeos for sp_mp\n",
-      "*/\n",
-      "void p2x_mp_sp(void *SS_ref_db, double eps){\n",
-      "    SS_ref *d  = (SS_ref *) SS_ref_db;\n",
-      "    \n",
-      "    d->iguess[2]  = d->p[3];\n",
-      "    d->iguess[1]  = 1.0 - d->p[2] - d->iguess[2];\n",
-      "    d->iguess[0] = (-d->p[1] + d->iguess[2] + 1.0)/(d->iguess[2] + 1.0);\n",
-      "    \n",
-      "    for (int i = 0; i < d->n_xeos; i++){\n",
-      "        if (d->iguess[i] < d->bounds[i][0]){\n",
-      "            d->iguess[i] = d->bounds[i][0];\n",
-      "        }\n",
-      "        if (d->iguess[i] > d->bounds[i][1]){\n",
-      "            d->iguess[i] = d->bounds[i][1];\n",
-      "        }\n",
-      "    }\n",
-      "    \n",
-      "}\n",
-      "\n",
-      "\n",
-      "Test computes the endmember fraction from random feasible cv (compositional variables), \n",
-      "then the corresponding endmember fraction are used to compute cv with the p2x function.\n",
-      "\n",
-      "Error norm (cv_in vs cv_out): [ 2.8277207466080897e-08 ]\n",
-      "random test passed (max norm tol = 1e-7), function can be used in MAGEMin\n"
-     ]
-    }
-   ],
-   "source": [
-    "test_p2x = 1;\n",
-    "# Generate P2X function\n",
-    "if 1 == 1:\n",
-    "    pout   = [0]*(n_em-1)\n",
-    "    iguess = [0]*(n_em-1)\n",
-    "\n",
-    "    for ii, val in enumerate(cv):\n",
-    "        t0 = str(val)\n",
-    "        for i in range(0,n_em):\n",
-    "            inv  = 'p'+str(i)\n",
-    "            outv = 'd->p['+str(i)+']'\n",
-    "            t0   = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        for i in range(0,n_em-1):\n",
-    "            inv  = in_var[i]\n",
-    "            outv = 'd->iguess['+str(i)+']'\n",
-    "            t0   = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "    out_name    = 'MAGEMin_'+db0+'_'+ss0+\"_p2x.txt\"\n",
-    "    text_file   = open(out_name, \"w\")\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Endmember to xeos for '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void p2x_'+db0+'_'+ss0+'(void *SS_ref_db, double eps){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'\\n' \n",
-    "    for i in pout:\n",
-    "        op += os+str(i)+';\\n'\n",
-    "        \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'for (int i = 0; i < d->n_xeos; i++){\\n' \n",
-    "    op += os+os+'if (d->iguess[i] < d->bounds[i][0]){\\n' \n",
-    "    op += os+os+os+'d->iguess[i] = d->bounds[i][0];\\n' \n",
-    "    op += os+os+'}\\n' \n",
-    "    op += os+os+'if (d->iguess[i] > d->bounds[i][1]){\\n' \n",
-    "    op += os+os+os+'d->iguess[i] = d->bounds[i][1];\\n' \n",
-    "    op += os+os+'}\\n' \n",
-    "    op += os+'}\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "\n",
-    "    print(\"save p2x to file   :\",out_name, \"...\")\n",
-    "    n         = text_file.write(op)\n",
-    "    \n",
-    "    \n",
-    "    print(op)\n",
-    "if test_p2x == 1:\n",
-    "    pt   = [0]*(n_em-1)\n",
-    "    ig   = [0]*(n_em-1)\n",
-    "\n",
-    "    for ii, val in enumerate(cv):\n",
-    "        t0 = str(val)\n",
-    "        for i in range(0,n_em):\n",
-    "            inv  = 'p'+str(i)\n",
-    "            outv = 'po['+str(i)+']'\n",
-    "            t0   = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        for i in range(0,n_em-1):\n",
-    "            inv  = in_var[i]\n",
-    "            outv = 'ig['+str(i)+']'\n",
-    "            t0   = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pt[ii] = t0\n",
-    "\n",
-    "    xeos = list(xeos_list[random.randrange(0, len(xeos_list))])\n",
-    "    po   = [0.0]*n_em;\n",
-    "#     print('cv_in ',xeos) \n",
-    "    for i in range(0,n_em-1):\n",
-    "        exec ( in_var[i] +'='+ str(xeos[i]) )\n",
-    "\n",
-    "    for i in range(0,n_em):\n",
-    "        po[i] = (eval(str(p_fct_cv[i])))\n",
-    "\n",
-    "#     print('p     ',po)\n",
-    "\n",
-    "    for i in pt:\n",
-    "        exec(i)\n",
-    "\n",
-    "#     print('cv_p2x',ig) \n",
-    "#     print('')\n",
-    "    norm = np.linalg.norm(np.array(ig)-np.array(xeos));\n",
-    "    print('\\nTest computes the endmember fraction from random feasible cv (compositional variables), ')\n",
-    "    print('then the corresponding endmember fraction are used to compute cv with the p2x function.\\n')\n",
-    "    print('Error norm (cv_in vs cv_out): [',norm,']')\n",
-    "    if norm < 1e-7:\n",
-    "        print('random test passed (max norm tol = 1e-7), function can be used in MAGEMin')\n",
-    "    else:\n",
-    "        print('random test failled, correct p2x formulation')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.12"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/python/TC_file_readin.ipynb b/python/TC_file_readin.ipynb
deleted file mode 100755
index e0927eb8..00000000
--- a/python/TC_file_readin.ipynb
+++ /dev/null
@@ -1,1722 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "4d281e82",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#########################################################################################################################\n",
-    "#               Python notebook to automatically read TC team database and format them for MAGEMin\n",
-    "#------------------------------------------------------------------------------------------------------------------------\n",
-    "# The goal here is to take into account any changes of the database with no(ish) effort\n",
-    "# Note that compositional variables with upper cases pose problems to sympy (not sure why...)\n",
-    "# to fix that, they are turned into lower cases compositional variables\n",
-    "# *** a temporary set of functions correct lacking multiply signs from the TC output\n",
-    "# *** some older solution phase formulation use parenthesis in their definition a regular exp. function is used to correct this\n",
-    "#\n",
-    "# last update 05.04.23, N.Riel\n",
-    "#########################################################################################################################\n",
-    "\n",
-    "import re\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "import time\n",
-    "import random\n",
-    "from sympy import *\n",
-    "from sympy.printing import print_ccode\n",
-    "\n",
-    "# EXPORT\n",
-    "import os, re\n",
-    "init_printing()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "22c43d86",
-   "metadata": {
-    "code_folding": [
-     1,
-     143
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# endmember fraction to compositional variables - metabasite database\n",
-    "def get_cv_mp():\n",
-    "    cv_mp = {}\n",
-    "\n",
-    "    liq = ['q   = p0',\n",
-    "    'an  = p3',\n",
-    "    'h2o = p7',\n",
-    "    'fsp = p1 + p2',\n",
-    "    'na  = p1/fsp',\n",
-    "    'ol  = 1.0 - q - fsp - an - h2o - p4',\n",
-    "    'xc   = p6/ol']\n",
-    "        \n",
-    "    inout = {'liq':liq}\n",
-    "    cv_mp.update(inout)\n",
-    "    \n",
-    "    pl4tr = [   'k   = p2',\n",
-    "    'ca  = p1']\n",
-    "        \n",
-    "    inout = {'pl4tr':pl4tr}\n",
-    "    cv_mp.update(inout)\n",
-    " \n",
-    "    bi = [    \n",
-    "    'm  = p6',\n",
-    "    'f  = p5',\n",
-    "    't  = p4',\n",
-    "    'y  = p3',\n",
-    "    'q  = 3.0*(-f*p1 + f - 3.0*m*p1 + m + p0 - p1*t - p1*y + p1 + t + y - 1.0)/(f + 3.0*m + t + y - 3.0)',\n",
-    "    'xc  = (-p2 + q)/(f + 3.0*m + t + y)']\n",
-    "        \n",
-    "    inout = {'bi':bi}\n",
-    "    cv_mp.update(inout)\n",
-    " \n",
-    "    g = [ 'f   =  p4',\n",
-    "     'z   =  p3',\n",
-    "     'm   =  p2',\n",
-    "     'xc  =  p1/(1.0 - m - z)']\n",
-    "        \n",
-    "    inout = {'g':g}\n",
-    "    cv_mp.update(inout)\n",
-    " \n",
-    "    ep = [ 'q   =  p1/2.0',\n",
-    "    'f   =  p2 + q' ]\n",
-    "        \n",
-    "    inout = {'ep':ep}\n",
-    "    cv_mp.update(inout)\n",
-    " \n",
-    "    ma = [    \n",
-    "    'f  = p5',\n",
-    "     'c  = p4',\n",
-    "     'n  = p3',\n",
-    "     'y  = p0 + c + n + f',\n",
-    "     'xc = p2/(1.0-y)']\n",
-    "\n",
-    "    inout = {'ma':ma}\n",
-    "    cv_mp.update(inout)\n",
-    "     \n",
-    " \n",
-    "    mu = [    \n",
-    "    'f  = p5',\n",
-    "     'c  = p4',\n",
-    "     'n  = p3',\n",
-    "     'y  = p0 + c + n + f',\n",
-    "     'xc = p2/(1.0-y)']\n",
-    "\n",
-    "    inout = {'mu':mu}\n",
-    "    cv_mp.update(inout)\n",
-    "         \n",
-    "    opx = [ 'c  = p6',\n",
-    "    'm  = p5',\n",
-    "    'f  = p4',\n",
-    "    'y  = p3',\n",
-    "    'xc = (-2.0*p1 - p2)/(c + f + 2.0*m + y - 2.0)',\n",
-    "    'q  = 2.0*(pow(c, 2) + 2.0*c*f + 3.0*c*m + c*p0 + 2.0*c*p1 + c*p2 + 2.0*c*y - 3.0*c + pow(f, 2) + 3.0*f*m + f*p0 + 2.0*f*y - 3.0*f + 2.0*pow(m, 2) + 2.0*m*p0 + 2.0*m*p1 + m*p2 + 3.0*m*y - 4.0*m + p0*y - 2.0*p0 - 2.0*p1 - p2 + pow(y, 2) - 3.0*y + 2.0)/(pow(c, 2) + c*f + 3.0*c*m + c*y - 3.0*c + f*m - f + 2.0*pow(m, 2) + m*y - 4.0*m - y + 2.0)']\n",
-    "\n",
-    "    inout = {'opx':opx}\n",
-    "    cv_mp.update(inout)\n",
-    "         \n",
-    "    sa = [ 'f  = p4',\n",
-    "    'y  = p1',\n",
-    "    'xc = (4.0*f + 4.0*p0 + p3 + 4.0*y - 4.0)/(f + y - 4.0)',\n",
-    "    'q  = 1.3333333333333333*(-4.0*pow(f, 2) - 4.0*f*p0 - f*p2 - f*p3 - 8.0*f*y + 8.0*f - 4.0*p0*y + 4.0*p0 - p2*y + 4.0*p2 - p3*y + p3 - 4.0*pow(y, 2) + 8.0*y - 4.0)/(f + y - 4.0)']\n",
-    "    \n",
-    "    inout = {'sa':sa}\n",
-    "    cv_mp.update(inout)\n",
-    "         \n",
-    "    cd = [    'm  = p3',\n",
-    "    'h  = p2',\n",
-    "    'xc = p1/(1.0 - m)']\n",
-    "    \n",
-    "    inout = {'cd':cd}\n",
-    "    cv_mp.update(inout)\n",
-    "    \n",
-    "    st = [    \n",
-    "    't  = p4/(4.0/3.0)',\n",
-    "    'f  = p3',\n",
-    "    'm  = p2',\n",
-    "    'xc = p1/(1.0 - m)'] \n",
-    "    \n",
-    "    inout = {'st':st}\n",
-    "    cv_mp.update(inout)\n",
-    "    \n",
-    "    chl = ['f   =  p6',\n",
-    "    'm   =  p7',\n",
-    "    'qal = (m + 1.0 - f -(p1 - p3+p5-p0 + p2+p4))/4.0',\n",
-    "    'y   =  p2 + qal',\n",
-    "    'xc  = (-2.0*qal + m + p0 - 4.0*p3 - 5.0*p4 - p5)/(f + 5.0*m + 2.0*y - 6.0)',\n",
-    "    'q4  = (-2.0*pow(qal,2.0) - 2.0*qal*f + qal*m + qal*p0 - 4.0*qal*p3 - 5.0*qal*p4 - qal*p5 - 2.0*qal*y + 2.0*qal + f*m + f*p0 - 4.0*f*p3 - 4.0*f*p4 - f*p5 + 5.0*m*p4 + m*y - m + p0*y - p0 - 4.0*p3*y + 4.0*p3 - 3.0*p4*y - p4 - p5*y + p5)/(qal*f + 5.0*qal*m + 2.0*qal*y - 6.0*qal + pow(f,2.0) + 5.0*f*m + 3.0*f*y - 7.0*f + 5.0*m*y - 5.0*m + 2.0*pow(y,2.0) - 8.0*y + 6.0)',\n",
-    "    'q1  = (10.0*pow(qal,2.0) - 2.0*qal*f - 25.0*qal*m - 5.0*qal*p0 + 20.0*qal*p3 + 25.0*qal*p4 + 5.0*qal*p5 - 14.0*qal*y + 22.0*qal - 4.0*pow(f,2.0) - 21.0*f*m - f*p0 - 4.0*f*p1 + 4.0*f*p3 - 4.0*f*p4 + f*p5 - 12.0*f*y + 28.0*f - 20.0*m*p1 - 45.0*m*p4 - 17.0*m*y + 21.0*m + 3.0*p0*y + p0 - 8.0*p1*y + 24.0*p1 - 12.0*p3*y - 4.0*p3 - 33.0*p4*y + 49.0*p4 - 3.0*p5*y - p5 - 8.0*pow(y,2.0) + 32.0*y - 24.0)/(5.0*(-qal*f - 5.0*qal*m - 2.0*qal*y + 6.0*qal + f*m + f*y - f + 5.0*pow(m,2.0) + 7.0*m*y - 11.0*m + 2.0*pow(y,2.0) - 8.0*y + 6.0))']\n",
-    "    \n",
-    "    inout = {'chl':chl}\n",
-    "    cv_mp.update(inout)\n",
-    "    \n",
-    "    ctd = ['f  = p3',\n",
-    "    'm  = p2',\n",
-    "    'xc = p1/(1.0 - m)']\n",
-    "\n",
-    "    inout = {'ctd':ctd}\n",
-    "    cv_mp.update(inout)\n",
-    "    \n",
-    "    sp = [    \n",
-    "    'z  = p3',\n",
-    "    'y  = 1.0 - p2 - z',\n",
-    "    'xc = (-p1 + z + 1.0)/(z + 1.0)']\n",
-    "    \n",
-    "    inout = {'sp':sp}\n",
-    "    cv_mp.update(inout)\n",
-    "    \n",
-    "    ilm = [   'm  = p4',\n",
-    "    'z  = p3',\n",
-    "    'q  = p0',\n",
-    "    'xc  = 1.0 - p2']\n",
-    "    \n",
-    "    inout = {'ilm':ilm}\n",
-    "    cv_mp.update(inout)\n",
-    "    \n",
-    "    mt = [   'xc  = 1.0 - p2',\n",
-    "    'q   = (3.0*xc - p1)/3.0']\n",
-    "    \n",
-    "    inout = {'mt':mt}\n",
-    "    cv_mp.update(inout)\n",
-    "    \n",
-    "    return cv_mp\n",
-    "\n",
-    "def get_cv_mb():\n",
-    "    cv_mb = {}\n",
-    "\n",
-    "    L = [   'yan = p8',\n",
-    "            'na  = p1/(p1 + p2)',\n",
-    "            'wo  = (p3 + yan)/(yan + 1)',\n",
-    "            'sil = (p4 + yan)/(yan + 1)',\n",
-    "            'q   = p0/(1 + yan)',\n",
-    "            'xc  = p5/(p5 + p6)',\n",
-    "            'fsp =  (p1 + p2)/(yan + 1)',\n",
-    "            'ol =  (p5 + p6)/(yan + 1)']\n",
-    "    inout = {'L':L}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    hb = [  't  = p10',\n",
-    "            'f  = p8',\n",
-    "            'z  = p3 + f',\n",
-    "            'a  = p2 + p9 ',\n",
-    "            'k  = p9/(p2 + p9)',\n",
-    "            'c  = a + p0 + p1 + t',\n",
-    "            'y  = -a/2 + c - f - p0 - t + z',\n",
-    "            'xw = (5*c + 5*p4 - 2*p5 + p6 + 5*z - 5)/(2*c + 2*f + 2*t + 2*y + 2*z - 7)',\n",
-    "            'q1 = -2*c*xw/5 + 2*c - 2*f*xw/5 + 2*p4 - 2*p5/5 + 6*p6/5 - 2*t*xw/5 - 2*xw*y/5 - 2*xw*z/5 + 12*xw/5 + 2*z - 2',\n",
-    "            'q2 = (-2*c*xw + 5*c + 5*p4 + 3*p6 - 2*xw*z + 5*xw + 5*z - 5)/(2*(f + t + y - 1))']\n",
-    "    inout = {'hb':hb}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    aug = [ 'qal = p5',\n",
-    "            'y   = p6 + qal',\n",
-    "            'f   = p4',\n",
-    "            'w   = p3 + f',\n",
-    "            'z   = p0 + y',\n",
-    "            'xc  = (2*p1 + p7 + 2*w + 2*z - 2)/(2*w + y + z - 2)',\n",
-    "            'qm  = 2*(2*p1*w + 2*p1*y - 2*p1 + 2*p2*w + p2*y + p2*z - 2*p2 + p7*w + p7*y - p7 + 2*w**2 + 2*w*y + 2*w*z - 4*w + 2*y*z - 2*y - 2*z + 2)/(2*w**2 + w*y + 3*w*z - 4*w + y*z - y + z**2 - 3*z + 2)']\n",
-    "    inout = {'aug':aug}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    dio = [ 'qal = p6/2',\n",
-    "            'qn  = p4/2',\n",
-    "            'w   = p0 + p3 + 2*qal + qn',\n",
-    "            'qm  = (p2*qn + p5*qn/2 + p5*w/2 - p5/2)/(qn*w - qn + w**2 - 2*w + 1)',\n",
-    "            'xc  = (p5/2 - qm*qn - qm*w + qm)/qn',\n",
-    "            'f   = (-p0 - qal - qn + w)/w']\n",
-    "    inout = {'dio':dio}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    opx = [ 'y = p3',\n",
-    "            'f = p4',\n",
-    "            'c = p5',\n",
-    "            'z = (c + f + p0 - p1 + y - 1)/(c + f + y - 2)',\n",
-    "            'q = (-c**2 - c*p0 + c*p1 - c*p2 + c + f**2 + f*p0 - f*p1 - f*p2 + 2*f*y - f + p0*y - p1*y - p2*y + 2*p2 + y**2 - y)/(c**2 + c*f + c*y - 3*c - f - y + 2)']\n",
-    "    inout = {'opx':opx}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    g = [   'f = p3',\n",
-    "            'z = p2',\n",
-    "            'xc = p1/(1-z)']\n",
-    "    inout = {'g':g}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    ol = [   'xc = p1']\n",
-    "    inout = {'ol':ol}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    pl4tr = [   'k = p2',\n",
-    "                'ca = p1']\n",
-    "    inout = {'pl4tr':pl4tr}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    abc = [   'ca = p1']\n",
-    "    inout = {'abc':abc}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    k4tr = [    'na = p0',\n",
-    "                'ca = p1']\n",
-    "    inout = {'k4tr':k4tr}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    ksp = [     'na = p1',\n",
-    "                'ca = p2']\n",
-    "    inout = {'ksp':ksp}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    plc = [     'k  = p2',\n",
-    "                'ca = p1']\n",
-    "    inout = {'plc':plc}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    pli = [     'k  = p2',\n",
-    "                'ca = p1']\n",
-    "    inout = {'pli':pli}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    sp = [     'z  = p3',\n",
-    "                'y = 1 - p2 - z',\n",
-    "                'x = (-p1 + z + 1)/(z + 1)']\n",
-    "    inout = {'sp':sp}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    ilm = [     'Q  = p0',\n",
-    "                'x = p1 + Q']\n",
-    "    inout = {'ilm':ilm}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    ilmm = [     'Q  = p0',\n",
-    "                'i = 1 - p2',\n",
-    "                'g  = p3']\n",
-    "    inout = {'ilmm':ilmm}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    ep = [     'Q = p1/2',\n",
-    "                'f = p2 + Q']\n",
-    "    inout = {'ep':ep}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    bi = [  'f = p5',\n",
-    "            't = p4',\n",
-    "            'y = p3',\n",
-    "            'x = (-3*p1 - p2)/(f + t + y - 3)',\n",
-    "            'Q = 3*f*x/2 - 3*f/2 + 3*p0/2 + 3*t*x/2 - 3*t/2 + 3*x*y/2 - 3*x/2 - 3*y/2 + 3/2']\n",
-    "    inout = {'bi':bi}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    mu = [  'f = p5',\n",
-    "            'c = p4',\n",
-    "            'n = p3',\n",
-    "            'y = c + f + n + p0',\n",
-    "            'x = (p1 + y - 1)/(y - 1)']\n",
-    "    inout = {'mu':mu}\n",
-    "    cv_mb.update(inout)\n",
-    "\n",
-    "    chl = [   'f = p6',\n",
-    "            'QAl = (p0+p3)/2',\n",
-    "              'y = p2 + QAl',\n",
-    "             'Q4 = (f**2 + 5*f*p0 + f*p1 - 3*f*p4 - 8*f*qal + 2*f*y - 2*f + 5*p0*qal + 5*p0*y - 5*p0 + p1*qal + p1*y - p1 - 4*p4*qal - 2*p4*y - 2*p4 - 9*qal**2 - 8*qal*y + 8*qal + y**2 - 2*y + 1)/(f**2 + f*qal + 3*f*y - 7*f + 2*qal*y - 6*qal + 2*y**2 - 8*y + 6)',\n",
-    "              'x = (f*q4 - p4 + q4*qal + q4*y - q4)/(f + qal + y - 1)',\n",
-    "             'q1 = (f*q4 - 4*f*x/5 - 4*p5/5 + q4*qal + q4*y - q4 - 8*x*y/5 + 4*x/5)/(qal - y + 1)']\n",
-    "    inout = {'chl':chl}\n",
-    "    cv_mb.update(inout)\n",
-    "    \n",
-    "    return cv_mb"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "d8181d90",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "dirpath   = 'input_database_TC/'\n",
-    "db        = 'ig'\n",
-    "\n",
-    "if db    == 'mb':\n",
-    "    dbase = 'metabasite_set_full_descriptions_NewForm.txt'\n",
-    "    cv_mb = get_cv_mb()\n",
-    "elif db  == 'mp':  \n",
-    "    dbase = 'metapelite_set_full_descriptions_NewForm.txt'\n",
-    "elif db  == 'ig':\n",
-    "    dbase = 'igG23_H18w_MAGEMin_descriptions.txt'\n",
-    "elif db == 'igd':\n",
-    "    dbase = 'igG23_THw_MAGEMin_descriptions.txt'\n",
-    "    \n",
-    "database  = dirpath+dbase"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "id": "00f4161d",
-   "metadata": {
-    "code_folding": [
-     2,
-     24,
-     50,
-     74,
-     80,
-     94,
-     129,
-     179,
-     212,
-     247,
-     270,
-     289,
-     315,
-     332,
-     425,
-     524,
-     637,
-     709,
-     753,
-     759
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# replace functions\n",
-    "#-------------------#\n",
-    "def print_em_gb(em,din):\n",
-    "    dout = str(din)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "        else:\n",
-    "                sym = 'z_b.'+str(i)\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            \n",
-    "    return dout\n",
-    " \n",
-    "def print_em_shearM(em,din):\n",
-    "    din_dependent = sympify('0');\n",
-    "    for i in din.free_symbols: \n",
-    "        if i in em:\n",
-    "            r = din.as_independent(i)\n",
-    "    #             print(sympify(r[1]))\n",
-    "            din_dependent += (sympify(r[1]))\n",
-    "\n",
-    "    dout = str(din_dependent)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "\n",
-    "    return dout\n",
-    "\n",
-    "def print_em_C(em,din):\n",
-    "    din_dependent = sympify('0');\n",
-    "    for i in din.free_symbols: \n",
-    "        if i in em:\n",
-    "            r = din.as_independent(i)\n",
-    "            din_dependent += (sympify(r[1]))\n",
-    "\n",
-    "    dout = str(din_dependent)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "    return dout\n",
-    "\n",
-    "def replaceSymbols(op,in_var,out_var):    \n",
-    "    regin  = 'r\\'([' + in_var   +']*)\\''\n",
-    "    regout = 'r\\''  + out_var  +'\\''\n",
-    "    t0 =  re.sub(in_var, out_var,op )  \n",
-    "    return(t0)\n",
-    "   \n",
-    "def eval_sf(x,sf):\n",
-    "    sf_ok = 1\n",
-    "    sf    = eval(sf)\n",
-    "\n",
-    "    for  i in range(0,len(sf)):\n",
-    "        if sf[i] > -1e-10:\n",
-    "            sf_ok = 0\n",
-    "            break;\n",
-    "    \n",
-    "    return sf_ok\n",
-    "\n",
-    "\n",
-    "# get data from python dictionary functions\n",
-    "#-------------------------------------------#\n",
-    "def get_dpdx(ss,ph):\n",
-    "    #get entries\n",
-    "    pid = list(ss[ph]['p'].keys())\n",
-    "    cv  = list(ss[ph]['cv'].keys())\n",
-    "\n",
-    "    # create array of variable symbols\n",
-    "    x_array = ''\n",
-    "    for i in range(0,len(cv)):\n",
-    "        x_array += 'x['+str(i)+'] '  \n",
-    "    x_array = symbols(x_array.strip())\n",
-    "\n",
-    "\n",
-    "    # differentiate and replace\n",
-    "    dp_dx = [[0] * (len(cv)) for i in range(len(pid))]\n",
-    "    for c,i in enumerate(pid):\n",
-    "        term = sympify(ss[ph]['p'][i])\n",
-    "        for d,j in enumerate(cv):\n",
-    "            dp_dx[c][d] = diff(term,cv[d])\n",
-    "            if (len(cv) == 1):\n",
-    "                dp_dx[c][d] = dp_dx[c][d].subs(cv[0],x_array)\n",
-    "            else:\n",
-    "                for k in range(0,len(cv)):\n",
-    "                    dp_dx[c][d] = dp_dx[c][d].subs(cv[k],x_array[k])\n",
-    "                    \n",
-    "    # turn integer to float for the C version\n",
-    "    for j,b in enumerate(dp_dx):\n",
-    "        for k,c in enumerate(b):\n",
-    "            tmp = dp_dx[j][k]\n",
-    "            for a in preorder_traversal(c):\n",
-    "                if isinstance(a, Rational):\n",
-    "                    tmp = tmp.subs(a, float(a))\n",
-    "            dp_dx[j][k] = tmp\n",
-    "\n",
-    "    return dp_dx\n",
-    "\n",
-    "def get_dsf_dx(ss,ph):\n",
-    "\n",
-    "    sfid = list(ss[ph]['sf'].keys())\n",
-    "    cv  = list(ss[ph]['cv'].keys())\n",
-    "    \n",
-    "    # create array of variable symbols\n",
-    "    x_array = ''\n",
-    "    for i in range(0,len(cv)):\n",
-    "        x_array += 'x['+str(i)+'] '  \n",
-    "    x_array = symbols(x_array.strip())\n",
-    "\n",
-    "    # differentiate and replace\n",
-    "    dsf_dx = [[0] * (len(cv)) for i in range(len(sfid))]\n",
-    "    sf     = [0] * (len(sfid))\n",
-    "    for c,i in enumerate(sfid):\n",
-    "        term = sympify(ss[ph]['sf'][i])\n",
-    "        sf[c] = -term;\n",
-    "        if (len(cv) == 1):\n",
-    "            sf[c] = sf[c].subs(cv[0],x_array)\n",
-    "        else:\n",
-    "            for k in range(0,len(cv)):\n",
-    "                sf[c] = sf[c].subs(cv[k],x_array[k])\n",
-    "        \n",
-    "        for d,j in enumerate(cv):\n",
-    "            dsf_dx[c][d] = - diff(term,cv[d])\n",
-    "            if (len(cv) == 1):\n",
-    "                dsf_dx[c][d] = dsf_dx[c][d].subs(cv[0],x_array)\n",
-    "            else:\n",
-    "                for k in range(0,len(cv)):\n",
-    "                    dsf_dx[c][d] = dsf_dx[c][d].subs(cv[k],x_array[k])\n",
-    "                    \n",
-    "                    \n",
-    "    # turn integer to float for the C version\n",
-    "    for j,b in enumerate(dsf_dx):\n",
-    "        for k,c in enumerate(b):\n",
-    "            tmp = dsf_dx[j][k]\n",
-    "            for a in preorder_traversal(c):\n",
-    "                if isinstance(a, Rational):\n",
-    "                    tmp = tmp.subs(a, float(a))\n",
-    "            dsf_dx[j][k] = tmp\n",
-    "\n",
-    "    for k,c in enumerate(sf):\n",
-    "        tmp = sf[k]\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):\n",
-    "                tmp = tmp.subs(a, float(a))\n",
-    "        sf[k] = tmp\n",
-    "\n",
-    "    return dsf_dx,sf\n",
-    "\n",
-    "def get_idm(ss,ph):\n",
-    "\n",
-    "    idmid = list(ss[ph]['idm'].keys())\n",
-    "    sf  = list(ss[ph]['sf'].keys())\n",
-    "    \n",
-    "    # create array of variable symbols\n",
-    "    x_array = ''\n",
-    "    for i in range(0,len(sf)):\n",
-    "        x_array += 'sf['+str(i)+'] '  \n",
-    "    x_array = symbols(x_array.strip())\n",
-    "\n",
-    "    # differentiate and replace\n",
-    "    idm     = [0] * (len(idmid))\n",
-    "    for c,i in enumerate(idmid):\n",
-    "        term = sympify(ss[ph]['idm'][i])\n",
-    "        idm[c] = term;\n",
-    "        if (len(sf) == 1):\n",
-    "            idm[c] = idm[c].subs(sf[0],x_array)\n",
-    "        else:\n",
-    "            for k in range(0,len(sf)):\n",
-    "                idm[c] = idm[c].subs(sf[k],x_array[k])\n",
-    "\n",
-    "    # turn integer to floar for the C version\n",
-    "    for k,c in enumerate(idm):\n",
-    "        tmp = idm[k]\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):\n",
-    "                tmp = tmp.subs(a, float(a))\n",
-    "        idm[k] = tmp\n",
-    "\n",
-    "                \n",
-    "    return idm\n",
-    "\n",
-    "def get_p(ss,ph):\n",
-    "\n",
-    "    pid = list(ss[ph]['p'].keys())\n",
-    "    cv  = list(ss[ph]['cv'].keys())\n",
-    "    \n",
-    "    # create array of variable symbols\n",
-    "    x_array = ''\n",
-    "    for i in range(0,len(cv)):\n",
-    "        x_array += 'x['+str(i)+'] '  \n",
-    "    x_array = symbols(x_array.strip())\n",
-    "\n",
-    "    # deplace\n",
-    "    p     = [0] * (len(pid))\n",
-    "    for c,i in enumerate(pid):\n",
-    "        term = sympify(ss[ph]['p'][i])\n",
-    "        p[c] = term;\n",
-    "        if (len(cv) == 1):\n",
-    "            p[c] = p[c].subs(cv[0],x_array)\n",
-    "        else:\n",
-    "            for k in range(0,len(cv)):\n",
-    "                p[c] = p[c].subs(cv[k],x_array[k])\n",
-    "                \n",
-    "    # turn integer to float for the C version    \n",
-    "    for k,c in enumerate(p):\n",
-    "        tmp = p[k]\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):\n",
-    "                tmp = tmp.subs(a, float(a))\n",
-    "        p[k] = tmp\n",
-    "        \n",
-    "    return p\n",
-    "\n",
-    "\n",
-    "# print functions\n",
-    "#-----------------#\n",
-    "def toMAGEMin_mem_size(ss,db,ph,op):\n",
-    "\n",
-    "    os = '    '\n",
-    "    op += '/**\\n'\n",
-    "    op += os+'allocate memory for '+ph+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'SS_ref G_SS_'+db+'_'+ph+'_init_function(SS_ref SS_ref_db, int EM_database, global_variable gv){\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'SS_ref_db.is_liq    = '+'0'+';\\n' \n",
-    "    op += os+'SS_ref_db.symmetry  = '+str(ss[ph]['symmetry'])+';\\n' \n",
-    "    op += os+'SS_ref_db.n_sf      = '+str(len(ss[ph]['sf']))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_em      = '+str(len(ss[ph]['p']))+';\\n' \n",
-    "    if ss[ph]['symmetry'] == 0:\n",
-    "        op += os+'SS_ref_db.n_v       = '+str(len(ss[ph]['v']))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_w       = '+str(len(ss[ph]['W']))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_xeos    = '+str(len(ss[ph]['p'])-1)+';\\n' \n",
-    "    op += os+'SS_ref_db.CstFactor = 0;\\n' \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'return SS_ref_db;\\n' \n",
-    "    op += '}\\n'  \n",
-    "    op += '\\n'  \n",
-    "    return(op)\n",
-    "\n",
-    "def toMAGEMin_dpdx(ss,db,ph,dp_dx,op):\n",
-    "    os = '    '\n",
-    "    op += '\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Update dpdx matrix of '+ph+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void dpdx_'+db+'_'+ph+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double **dp_dx = d->dp_dx;\\n\\n'\n",
-    "\n",
-    "    for  i in range(0,len(dp_dx)):\n",
-    "        for  j in range(0,len(dp_dx[0])):\n",
-    "            op += os+'dp_dx['+str(i)+']['+str(j)+'] = '+(str(dp_dx[i][j]))+';  '  \n",
-    "        op += os+'\\n'\n",
-    "    op += '}\\n'\n",
-    "    op += '\\n'   \n",
-    "\n",
-    "    return op\n",
-    "\n",
-    "def toMAGEMin_ineq(ss,db,ph,dsf_dx,sf,op):\n",
-    "    out_name    = 'MAGEMin_Ineq_'+db+'_'+ph+\".txt\"\n",
-    "    os = '    '\n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Inequality constraints for '+ph+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void '+ph+'_c(unsigned m, double *result, unsigned n, const double *x, double *grad, void *data){\\n'\n",
-    "    for i in range(0,len(sf)):\n",
-    "#         op += os+'double c'+ str(ii)+'(unsigned n, const double *x, double *grad, void *data){\\n'   \n",
-    "        op += os+'result['+str(i)+'] = ( eps_sf + ' + str(sf[i])+');\\n' \n",
-    "    op += '\\n' \n",
-    "    op += os+'if (grad) {\\n' \n",
-    "    n = 0;\n",
-    "    for i in range(0,len(dsf_dx)):\n",
-    "        for j in range(0,len(dsf_dx[0])):\n",
-    "            op += os+os+'grad['+str(n)+'] = ' + str(dsf_dx[i][j]) + ';\\n' \n",
-    "            n += 1\n",
-    "    op += os+'}\\n' \n",
-    "    \n",
-    "    op += '\\n'  \n",
-    "    op += os+'return;\\n'    \n",
-    "    op += '};\\n' \n",
-    "    op += '\\n'  \n",
-    "    \n",
-    "    return op\n",
-    "\n",
-    "def toMAGEMin_p(ss,db,ph,p,op):\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Endmember fraction of '+ph+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void px_'+db+'_'+ph+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double *p = d->p;\\n'\n",
-    "    \n",
-    "    for  i in range(0,len(p)):\n",
-    "        op += os+'    p['+str(i)+']           = '+(str(p[i]))+';\\n'    \n",
-    "    op += '}\\n'\n",
-    "    op += '\\n'   \n",
-    "\n",
-    "    return op\n",
-    "\n",
-    "def toMAGEMin_obj(ss,db,ph,sf,idm,op):\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Objective function of '+ph+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'double obj_'+db+'_'+ph+'(unsigned n, const double *x, double *grad, void *SS_ref_db){\\n'\n",
-    "    op += os+'SS_ref *d         = (SS_ref *) SS_ref_db;\\n\\n'\n",
-    "    op += os+'int n_em          = d->n_em;\\n'\n",
-    "    op += os+'double P          = d->P;\\n'\n",
-    "    op += os+'double T          = d->T;\\n'\n",
-    "    op += os+'double R          = d->R;\\n\\n'\n",
-    "\n",
-    "    op += os+'double *gb        = d->gb_lvl;\\n'\n",
-    "    if (ss[ph]['symmetry']  == 0):\n",
-    "        op += os+'double *mat_phi   = d->mat_phi;\\n'\n",
-    "    op += os+'double *mu_Gex    = d->mu_Gex;\\n'\n",
-    "    op += os+'double *sf        = d->sf;\\n'\n",
-    "    op += os+'double *mu        = d->mu;\\n'\n",
-    "\n",
-    "    op += os+'px_'+db+'_'+ph+'(SS_ref_db,x);\\n\\n'\n",
-    "    \n",
-    "    if (ss[ph]['symmetry']  == 1):\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "        op += os+os+'mu_Gex[i] = 0.0;\\n'\n",
-    "        op += os+os+'int it    = 0;\\n'\n",
-    "        op += os+os+'for (int j = 0; j < d->n_xeos; j++){\\n'\n",
-    "        op += os+os+os+'for (int k = j+1; k < n_em; k++){\\n'\n",
-    "        op += os+os+os+os+'mu_Gex[i] -= (d->eye[i][j] - d->p[j])*(d->eye[i][k] - d->p[k])*(d->W[it]);\\n'  \n",
-    "        op += os+os+os+os+'it += 1;\\n'  \n",
-    "        op += os+os+os+'}\\n'  \n",
-    "        op += os+os+'}\\n'   \n",
-    "        op += os+'}\\n'\n",
-    "        \n",
-    "    if (ss[ph]['symmetry']  == 0):\n",
-    "        op += os+'d->sum_v = 0.0;\\n'\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'     \n",
-    "        op += os+os+'d->sum_v += d->p[i]*d->v[i];\\n'     \n",
-    "        op += os+'}\\n'\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "        op += os+os+'d->mat_phi[i] = (d->p[i]*d->v[i])/d->sum_v;\\n'\n",
-    "        op += os+'}\\n'\n",
-    "        op += os+'\\n'\n",
-    "        op += os+'for (int i = 0; i < d->n_em; i++){\\n' \n",
-    "        op += os+os+'mu_Gex[i] = 0.0;\\n'\n",
-    "        op += os+os+'int it = 0;\\n'\n",
-    "        op += os+os+'for (int j = 0; j < d->n_xeos; j++){\\n'\n",
-    "        op += os+os+os+'for (int k = j+1; k < d->n_em; k++){\\n'    \n",
-    "        op += os+os+os+os+'mu_Gex[i] -= (d->eye[i][j] - d->mat_phi[j])*(d->eye[i][k] - d->mat_phi[k])*(d->W[it]*2.0*d->v[i]/(d->v[j]+d->v[k]));\\n'    \n",
-    "        op += os+os+os+os+'it += 1;\\n'\n",
-    "        op += os+os+os+'}\\n'\n",
-    "        op += os+os+'}\\n'\n",
-    "        op += os+'}\\n'\n",
-    "        \n",
-    "    op += os+'\\n'\n",
-    "    for i in range(0,len(sf)):\n",
-    "        op += os+'sf['+str(i)+']          = '+(str(-sf[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'\\n'\n",
-    "    for i in range(0,len(idm)):\n",
-    "        op += os+'mu['+str(i)+']          = gb['+str(i)+'] + R*T*creal(clog('+(str(ccode(idm[i]))).replace(\"pow\", \"cpow\")+')) + mu_Gex['+str(i)+'];\\n'\n",
-    "         \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    op += os+'d->sum_apep = 0.0;\\n'\n",
-    "    op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "    op += os+os+'d->sum_apep += d->ape[i]*d->p[i];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'d->factor = d->fbc/d->sum_apep;\\n\\n'\n",
-    "\n",
-    "    op += os+'d->df_raw = 0.0;\\n'\n",
-    "    op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "    op += os+os+'d->df_raw += mu[i]*d->p[i];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'d->df = d->df_raw * d->factor;\\n\\n'\n",
-    "\n",
-    "    op += os+'if (grad){\\n'\n",
-    "    op += os+os+'double *dfx    = d->dfx;\\n'\n",
-    "    op += os+os+'double **dp_dx = d->dp_dx;\\n'\n",
-    "    op += os+os+'dpdx_'+db+'_'+ph+'(SS_ref_db,x);\\n'\n",
-    "    op += os+os+'for (int i = 0; i < (d->n_xeos); i++){\\n'\n",
-    "    op += os+os+os+'dfx[i] = 0.0;\\n'\n",
-    "    op += os+os+os+'for (int j = 0; j < n_em; j++){\\n'\n",
-    "    op += os+os+os+os+'dfx[i] += (mu[j] - (d->ape[j]/d->sum_apep)*d->df_raw)*d->factor*dp_dx[j][i];\\n'\n",
-    "    op += os+os+os+'}\\n'\n",
-    "    op += os+os+os+'grad[i] = creal(dfx[i]);\\n'\n",
-    "    op += os+os+'}\\n'\n",
-    "    op += os+'}\\n\\n'\n",
-    "    op += os+'return d->df;\\n' \n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "    return op\n",
-    "\n",
-    "def toMAGEMin_fct_collect(ss,db,op): #this generate the collector functions for various parts of the C code\n",
-    "    op += 'PC FUNCTION\\n\\n'    \n",
-    "    op += '   if (gv.EM_database == 0){\\n'\n",
-    "    for i,ph in enumerate(ss):\n",
-    "        if i == 0:\n",
-    "            op += '      if (strcmp( name, \"'+str(ph)+'\") == 0 ){\\n'\n",
-    "        else:\n",
-    "            op += '      else if (strcmp( name, \"'+str(ph)+'\") == 0 ){\\n'\n",
-    "        op += '         G0 = obj_'+db+'_'+str(ph)+'(SS_ref_db.n_xeos, SS_ref_db.iguess, SS_ref_db.dfx, &SS_ref_db);\\n'\n",
-    "        op += '      }\\n'\n",
-    "    op += '      else{\\n'\n",
-    "    op += '         printf(\"\\\\nsolid solution \\'%s\\' is not in the database\\\\n\",name);\\n'\n",
-    "    op += '      }\\n'\n",
-    "    op += '   }\\n'\n",
-    "    \n",
-    "    op += '\\n\\n'\n",
-    "    op += 'P2X\\n\\n'  \n",
-    "    \n",
-    "    \n",
-    "    op += '   if (gv.EM_database == 0){\\n'\n",
-    "    for i,ph in enumerate(ss):\n",
-    "        if i == 0:\n",
-    "             op += '      if (strcmp( name, \"'+str(ph)+'\") == 0 ){\\n'\n",
-    "        else:\n",
-    "            op += '      else if (strcmp( name, \"'+str(ph)+'\") == 0 ){\\n'\n",
-    "        op += '         p2x_'+db+'_'+str(ph)+'(&SS_ref_db, eps);\\n'\n",
-    "        op += '      }\\n'\n",
-    "    op += '      else{\\n'\n",
-    "    op += '         printf(\"\\\\nsolid solution \\'%s\\' is not in the database\\\\n\",name);\\n'\n",
-    "    op += '      }\\n'\n",
-    "    op += '   }\\n'\n",
-    "    \n",
-    "    op += '\\n\\n'\n",
-    "    op += 'NLOPT\\n\\n'  \n",
-    "    \n",
-    "    op += '   if (gv.EM_database == 0){\\n'\n",
-    "    for i,ph in enumerate(ss):\n",
-    "        if i == 0:\n",
-    "             op += '      if (strcmp( gv.SS_list[index], \"'+str(ph)+'\")  == 0){\\n'\n",
-    "        else:\n",
-    "            op += '      else if (strcmp( gv.SS_list[index], \"'+str(ph)+'\")  == 0){\\n'\n",
-    "        op += '         SS_ref_db  = NLopt_opt_'+db+'_'+str(ph)+'_function( gv, SS_ref_db);}\\n'\n",
-    "    op += '      else{\\n'\n",
-    "    op += '         printf(\"\\\\nsolid solution \\'%s index %d\\' is not in the database\\\\n\",gv.SS_list[index], index);\\n'\n",
-    "    op += '      }\\n'\n",
-    "    op += '   }\\n'\n",
-    "    \n",
-    "    op += '\\n\\n'\n",
-    "    op += 'GSS INIT\\n\\n'  \n",
-    "    \n",
-    "    op += '   if (EM_database == 0){\\n'\n",
-    "    for i,ph in enumerate(ss):\n",
-    "        if i == 0:\n",
-    "             op += '      if (strcmp( name, \"'+str(ph)+'\") == 0 ){\\n'\n",
-    "        else:\n",
-    "            op += '      else if (strcmp( name, \"'+str(ph)+'\") == 0 ){\\n'\n",
-    "        op += '         SS_ref_db  = G_SS_'+db+'_'+str(ph)+'_init_function(SS_ref_db, EM_database, gv); }\\n'\n",
-    "    op += '      else{\\n'\n",
-    "    op += '         printf(\"\\\\nsolid solution \\'%s\\' is not in the database\\\\n\",name);\\n'\n",
-    "    op += '      }\\n'\n",
-    "    op += '   }\\n'\n",
-    "         \n",
-    "    op += '\\n\\n'\n",
-    "    op += 'GSS FUNCTION\\n\\n' \n",
-    "    op += '   /* Associate the right solid-solution data */\\n'\n",
-    "    op += '   for (int FD = 0; FD < gv.n_Diff; FD++){\t\t\t\t/* cycle twice in order to get gb_P_eps to calculate densities later on */\\n'\n",
-    "    op += '      if (FD == 8 || FD == 9){\t\t\t\t// dG/dP0 to get Volume at P = 1bar\\n'\n",
-    "    op += '         SS_ref_db.P = 1.+ gv.gb_P_eps*gv.pdev[0][FD];\\n'\n",
-    "    op += '         SS_ref_db.T = T + gv.gb_T_eps*gv.pdev[1][FD];\\n'\n",
-    "    op += '      }\\n'\n",
-    "    op += '      else{\\n'\n",
-    "    op += '         SS_ref_db.P = P + gv.gb_P_eps*gv.pdev[0][FD];\\n'  \n",
-    "    op += '         SS_ref_db.T = T + gv.gb_T_eps*gv.pdev[1][FD];\\n'  \n",
-    "    op += '      }\\n'  \n",
-    "\n",
-    "    for i,ph in enumerate(ss):\n",
-    "        if i == 0:\n",
-    "             op += '      if (strcmp( name, \"'+str(ph)+'\") == 0 ){\\n'\n",
-    "        else:\n",
-    "            op += '      else if (strcmp( name, \"'+str(ph)+'\") == 0 ){\\n'\n",
-    "            \n",
-    "        #this part has to be included manually, or using the endmembers composition\n",
-    "#         op += '         if (z_b.bulk_rock[10] == 0.){\\n'\n",
-    "#         op += '            SS_ref_db.ss_flags[0]  = 0;\\n'    \n",
-    "#         op += '         }\\n'        \n",
-    "\n",
-    "        op += '         SS_ref_db  = G_SS_'+db+'_'+str(ph)+'_function(SS_ref_db, EM_database, gv.len_ox, z_b, eps);\t}\\n'\n",
-    "    op += '      else{\\n'\n",
-    "    op += '         printf(\"\\\\nsolid solution \\'%s\\' is not in the database\\\\n\",name);\t}\\n'\n",
-    "    op += '\\n'\n",
-    "    op += '      for (int j = 0; j < SS_ref_db.n_em; j++){\\n'\n",
-    "    op += '         SS_ref_db.mu_array[FD][j] = SS_ref_db.gbase[j];\\n'\n",
-    "    op += '         // printf(\" %+10.10f\",SS_ref_db.gbase[j]);\\n'\n",
-    "    op += '      }\\n'\n",
-    "    op += '   }'\n",
-    "\n",
-    "\n",
-    "    return op\n",
-    "\n",
-    "def toMAGEMin_make(ss,db,ph,op):\n",
-    "    \n",
-    "    W = ss[ph]['W']\n",
-    "    \n",
-    "    if ss[ph]['symmetry'] == 0:\n",
-    "        v  = ss[ph]['v']\n",
-    "    \n",
-    "    n_em    = len(ss[ph]['p'])\n",
-    "    make    = [0]*n_em;\n",
-    "     \n",
-    "    emname = list(ss[ph]['make'].keys())\n",
-    "    for c,i in enumerate(emname):\n",
-    "        ss[ph]['make'][i] = replaceSymbols(ss[ph]['make'][i],'per','pertmp')\n",
-    "    \n",
-    "    for c,i in enumerate(emname):\n",
-    "        make[c] = sympify(ss[ph]['make'][i])\n",
-    "        \n",
-    "    exclude = [sympify('P'),sympify('T')];\n",
-    "    em = [];\n",
-    "    for i in make:\n",
-    "        for key in i.free_symbols:\n",
-    "            if key not in em and key not in exclude:\n",
-    "                em.append(key)\n",
-    "     \n",
-    "    os = '    '\n",
-    "    op += '/**\\n'\n",
-    "    op += '   retrieve reference thermodynamic data for '+db+'_'+ph+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'SS_ref G_SS_'+db+'_'+ph+'_function(SS_ref SS_ref_db, int EM_database, int len_ox, bulk_info z_b, double eps){\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'int i, j;\\n'\n",
-    "    op += os+'int n_em = SS_ref_db.n_em;\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'char   *EM_tmp[] \t\t= {'\n",
-    "    for i,val in enumerate(emname):\n",
-    "        if i < n_em-1:\n",
-    "            op += '\"'+str(val)+'\",'\n",
-    "        else:\n",
-    "            op += '\"'+str(val)+'\"'\n",
-    "    op += '};\\n'\n",
-    "    op += os+'for (int i = 0; i < SS_ref_db.n_em; i++){\\n'\n",
-    "    op += os+os+'strcpy(SS_ref_db.EM_list[i],EM_tmp[i]);\\n'\n",
-    "    op += os+'};\\n'\n",
-    "\n",
-    "    op += os+'\\n'\n",
-    "    for i in range(0,len(ss[ph]['W'])):\n",
-    "        rhs = re.sub(r'([PT])', r'SS_ref_db.\\1', W[i])\n",
-    "        op += os+'SS_ref_db.W['+str(i)+'] = '+rhs+';\\n'\n",
-    "    op += os+'\\n'\n",
-    "    if ss[ph]['symmetry'] == 0:\n",
-    "        for i in range(0,len(ss[ph]['v'])):\n",
-    "            op += os+'SS_ref_db.v['+str(i)+'] = '+str(v[i])+';\\n'\n",
-    "        op += os+'\\n'\n",
-    "    op += os+'\\n'\n",
-    "    for i in em:\n",
-    "        if (str(i)[0:2] == 'd_'):\n",
-    "            opt = 'disordered'\n",
-    "            suf = 'di';\n",
-    "            name = str(i)[2:] \n",
-    "        elif (str(i)[0:2] == 'o_'):\n",
-    "            opt = 'ordered'\n",
-    "            suf = 'or';\n",
-    "            name = str(i)[2:] \n",
-    "        elif (str(i)[0:2] == 'e_'):\n",
-    "            opt = 'equilibrium'\n",
-    "            suf = 'eq';\n",
-    "            name = str(i)[2:] \n",
-    "        else:\n",
-    "            opt = 'equilibrium'\n",
-    "            suf = 'eq';\n",
-    "            name = str(i)\n",
-    "\n",
-    "        op += os+'em_data '+name+'_'+suf+' \t\t= get_em_data(\t\tEM_database, \\n'\n",
-    "        op += os+'\t\t\t\t\t\t\t\t\t\tlen_ox,\\n'\n",
-    "        op += os+'\t\t\t\t\t\t\t\t\t\tz_b,\\n'\n",
-    "        op += os+'\t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\\n'\n",
-    "        op += os+'\t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\\n'\n",
-    "        op += os+'\t\t\t\t\t\t\t\t\t\t\"'+name+'\", \\n'\n",
-    "        op += os+'\t\t\t\t\t\t\t\t\t\t\"'+opt+'\"\t);\\n'\n",
-    "        op += os+'\\n'\n",
-    "\n",
-    "    for i in range(0,n_em):\n",
-    "        op += os+ 'SS_ref_db.gbase['+str(i)+'] \t\t= '+print_em_gb(em,make[i])+';\\n'\n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    for i in range(0,n_em):\n",
-    "        op += os+ 'SS_ref_db.ElShearMod['+str(i)+'] \t= '+print_em_shearM(em,make[i])+';\\n'\n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    op += os+'for (i = 0; i < len_ox; i++){\\n'\n",
-    "    for i in range(0,n_em):\n",
-    "        op += os+os+ 'SS_ref_db.Comp['+str(i)+'][i] \t= '+print_em_C(em,make[i])+';\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'for (i = 0; i < n_em; i++){\\n'\n",
-    "    op += os+os+'SS_ref_db.z_em[i] = 1.0;\\n'\n",
-    "    op += os+'};\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'!!! RANGE MISSING, WAIT FOR UPDATE !!!\\n\\n'\n",
-    "#     for i in range(0,n_em-1):\n",
-    "#         op += os+ 'SS_ref_db.bounds_ref['+str(i)+'][0] = '+str(float(Range[i][0]))+'+eps;  SS_ref_db.bounds_ref['+str(i)+'][1] = '+str(float(Range[i][1]))+'-eps;\\n'\n",
-    "#     op += os+'\\n'\n",
-    "    op += os+'return SS_ref_db;\\n'\n",
-    "    op += '}\\n'\n",
-    "    op += '\\n'\n",
-    "    \n",
-    "    # there is a strange function conflict with per...\n",
-    "    # here per is first replaced with pertmp then replaced back to per\n",
-    "    op = replaceSymbols(op,'pertmp','per')\n",
-    "    \n",
-    "    \n",
-    "    return op \n",
-    "\n",
-    "def toMAGEMin_gen_PC(ss,db,ph,stp,sf,op):\n",
-    "\n",
-    "\n",
-    "#     sf2   = str(sf)\n",
-    "    d     = len(ss[ph]['p']) - 1\n",
-    "    shift = 0.0001  \n",
-    "    print(\"Database               : [\",db,\"]\")\n",
-    "    print(\"Solution phase         : [\",ph,\"]\")\n",
-    "    print(\"Dims                   : [\",d,\"]\")\n",
-    "    print(\"step length            : [\",stp,\"]\") \n",
-    " \n",
-    "    # generalized nested loop\n",
-    "    xeos_list   = [];\n",
-    "    min_val     = 0;\n",
-    "    ip          = [min_val]*(d+1);\n",
-    "    nstep       = [min_val]*(d+1);\n",
-    "    min_arr     = [min_val]*(d+1);\n",
-    "    max_arr     = [min_val]*(d+1);\n",
-    "\n",
-    "    for i in range(0,d):\n",
-    "        nstep[i+1]   = int((ss[ph]['range']['ub'][i] -ss[ph]['range']['lb'][i])/stp)+1;\n",
-    "        min_arr[i+1] = ss[ph]['range']['lb'][i];\n",
-    "        max_arr[i+1] = nstep[i+1];\n",
-    "\n",
-    "    print(\"number of subdivisions :\",nstep) \n",
-    "    t = time.time()\n",
-    "    xeos_list   = [];\n",
-    "    pp          = d\n",
-    "    while ip[0] == min_val:\n",
-    "\n",
-    "        xcv       = np.array(ip[1:d+1], dtype=np.float32)*stp+shift\n",
-    "        xcv      += np.array(min_arr[1:d+1], dtype=np.float32)\n",
-    "#         sf_ok   = eval_sf(x,sf2)\n",
-    "        sf_ok = pc_gen(xcv,sf)\n",
-    "\n",
-    "        if sf_ok == 1:\n",
-    "            xeos_list.append(xcv)\n",
-    "\n",
-    "        ip[pp] += 1;\n",
-    "        while ip[pp] == max_arr[pp]:\n",
-    "            ip[pp] = min_val;\n",
-    "            pp -= 1;\n",
-    "            if pp == 1:\n",
-    "                print('*')\n",
-    "            ip[pp] += 1;\n",
-    "            if (ip[pp] != nstep[pp]):\n",
-    "                pp = d    \n",
-    "                \n",
-    "    elapsed = time.time() - t\n",
-    "    out   = np.array(xeos_list)\n",
-    "    npc   = len(out);\n",
-    "    print(\"time to generate PC    :\",elapsed, \"seconds\")\n",
-    "    print(\"number of generated PC :\",npc)\n",
-    "\n",
-    "    nxeos = d;\n",
-    "    \n",
-    "    op   += 'struct ss_pc '+db+'_'+ph+'_pc_xeos['+str(npc)+'] = {\\n';\n",
-    "    for i in range(0,npc):\n",
-    "        op += '{{'\n",
-    "        for j in range(0,nxeos):\n",
-    "            op += str('%1.6f' %out[i][j])\n",
-    "            if j < nxeos-1:\n",
-    "                op += (',')\n",
-    "            else:\n",
-    "                if i < npc-1:\n",
-    "                    op += '}},'\n",
-    "                else:\n",
-    "                    op += '}}};'\n",
-    "        op += '\\n'\n",
-    "    op += '\\n'    \n",
-    "    return op    \n",
-    "\n",
-    "def toMAGEMin_p2cv(ss,db,ph,cv_mb,op):\n",
-    "    \n",
-    "    in_var = list(ss[ph]['cv'].keys())\n",
-    "    n_em   = len(ss[ph]['p'])\n",
-    "\n",
-    "    cv     = cv_mb[ph]\n",
-    "    pout   = [0]*(n_em-1)\n",
-    "    for ii, val in enumerate(cv):\n",
-    "        t0 = str(val)\n",
-    "        for i in range(n_em-1,-1,-1):\n",
-    "            inv  = 'p'+str(i)\n",
-    "            outv = 'd->p['+str(i)+']'\n",
-    "            t0   = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        for i in range(n_em-2,-1,-1):\n",
-    "            inv  = in_var[i]\n",
-    "            outv = 'd->iguess['+str(i)+']'\n",
-    "            t0   = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "\n",
-    "    os = '    '\n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Endmember to xeos for '+ph+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void p2x_'+db+'_'+ph+'(void *SS_ref_db, double eps){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'\\n' \n",
-    "    for i in pout:\n",
-    "        op += os+str(i)+';\\n'\n",
-    "\n",
-    "    op += os+'\\n' \n",
-    "    op += os+'for (int i = 0; i < d->n_xeos; i++){\\n' \n",
-    "    op += os+os+'if (d->iguess[i] < d->bounds[i][0]){\\n' \n",
-    "    op += os+os+os+'d->iguess[i] = d->bounds[i][0];\\n' \n",
-    "    op += os+os+'}\\n' \n",
-    "    op += os+os+'if (d->iguess[i] > d->bounds[i][1]){\\n' \n",
-    "    op += os+os+os+'d->iguess[i] = d->bounds[i][1];\\n' \n",
-    "    op += os+os+'}\\n' \n",
-    "    op += os+'}\\n' \n",
-    "    op += '}\\n'\n",
-    "    op += '\\n'\n",
-    "    return(op)\n",
-    "    \n",
-    "def save2file(db,ph,name,op):\n",
-    "    out_name    = 'toMAGEMin_'+name+'_'+db+'.txt'\n",
-    "    text_file   = open(out_name, \"w\")\n",
-    "    n           = text_file.write(op)\n",
-    "    print(\"saved to file   :\",out_name, \"...\")\n",
-    "    \n",
-    "def get_pc_gen(db,ph):\n",
-    "    op = ''\n",
-    "    op += 'def pc_gen(xcv,sf):\\n'\n",
-    "    op += '    sf_ok = 1\\n';\n",
-    "    op += '\\n'  \n",
-    "    cv = list(ss[ph]['cv'].keys())  \n",
-    "    for i,j in enumerate(cv):\n",
-    "        op += '    '+str(j)+' = xcv['+str(i)+'] \\n';\n",
-    "    op += '\\n'  \n",
-    "    for i,j in enumerate(ss[ph]['sf']):\n",
-    "        op += '    sf['+str(i)+'] = '+str(ss[ph]['sf'][j])+'\\n';\n",
-    "\n",
-    "    op += '\\n'  \n",
-    "    op += '    for i in range(0,len(sf)):\\n'\n",
-    "    op += '        if sf[i] <= 1e-10:\\n'\n",
-    "    op += '            sf_ok = 0\\n'\n",
-    "    op += '\\n'  \n",
-    "    op += '    return sf_ok'  \n",
-    "\n",
-    "    return op\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "id": "95b4bdbb",
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# turn database into python dictionary\n",
-    "with open(database, 'r') as f2:\n",
-    "    data = f2.read()\n",
-    "    data = replaceSymbols(data,'h2o','wat')\n",
-    "        \n",
-    "line   = []\n",
-    "tmp_ss = []\n",
-    "ss     = {}\n",
-    "si     = 0\n",
-    "\n",
-    "# split file per line\n",
-    "for c,i in enumerate(data):\n",
-    "    if i == '\\n':\n",
-    "        se = c\n",
-    "        line.append(data[si:se])\n",
-    "        si = c+1\n",
-    "# get starting line of the ss description\n",
-    "for i in range(1,len(line)):\n",
-    "    if line[i] == '#' and line[i-1] == '#':\n",
-    "        start = i;\n",
-    "        break\n",
-    "\n",
-    "# get solution phase starting and ending lines\n",
-    "for i in range(start,len(line)):   \n",
-    "    if line[i][0:3] == ' ==' and line[i-1] == '#':\n",
-    "        tmp_ss.append(i+1)\n",
-    "\n",
-    "tmp_ss.append(len(line))       \n",
-    "        \n",
-    "# go through every phase and get the mane of the phase to store in a dictionary     \n",
-    "for i in range(0,len(tmp_ss)-1):  \n",
-    "    phase  = ''\n",
-    "    mk   = []\n",
-    "    for j in range(tmp_ss[i],tmp_ss[i+1]):\n",
-    "        if (line[j] == ' starting guesses'):\n",
-    "            sg = j\n",
-    "            ss_name = re.findall('\\((.*?)\\)', line[j+1])\n",
-    "            phase = ss_name[0]\n",
-    "            inout = {phase:[tmp_ss[i],tmp_ss[i+1]]}\n",
-    "            ss[phase] = inout\n",
-    "\n",
-    "        if (line[j] == ' site fractions'):\n",
-    "            sf = j\n",
-    "        if (line[j][0:13] == ' non-ideality'): \n",
-    "            ni = j\n",
-    "        if (line[j][0:13] == ' ideal mixing'): \n",
-    "            im = j\n",
-    "        if (line[j][0:8] == ' \"make\" '): \n",
-    "            mk = j\n",
-    "        if (line[j][0:12] == ' proportions'): \n",
-    "            pr = j\n",
-    "                \n",
-    "    if not mk:\n",
-    "        mk = tmp_ss[i+1]-1\n",
-    "\n",
-    "    # get margules\n",
-    "    for j in range(ni+1,mk-1):\n",
-    "        if len(line[j]) > 0:\n",
-    "            res = line[j][line[j].find(\"(\")-1]\n",
-    "            if res == 'W':\n",
-    "                if not 'W' in ss[phase]:\n",
-    "                    inout = {'W':[]}\n",
-    "                    ss[phase].update(inout)\n",
-    "                \n",
-    "                marg = line[j].split(\"=\")\n",
-    "                ss[phase]['W'].append(marg[1].strip())\n",
-    "                    \n",
-    "            if res == 'v':\n",
-    "                if not 'v' in ss[phase]:\n",
-    "                    inout = {'v':[]}\n",
-    "                    ss[phase].update(inout)\n",
-    "                \n",
-    "                marg = line[j].split(\"=\")\n",
-    "                ss[phase]['v'].append(marg[1].strip())\n",
-    "    \n",
-    "    #site fraction\n",
-    "    for j in range(sf+1,pr-1):\n",
-    "        if len(line[j]) > 0:\n",
-    "            if not 'sf' in ss[phase]:\n",
-    "                inout = {'sf':{}}\n",
-    "                ss[phase].update(inout)\n",
-    "                \n",
-    "            sitef = line[j].split(\"=\")\n",
-    "            lhs   = re.sub(r'\\(|\\)', '', sitef[0]).strip()\n",
-    "            rhs   = re.sub(r'([-+]\\s*)?(\\d+)([a-zA-Z]{1,3})', r'\\g<1>\\g<2>*\\g<3>', sitef[1], flags=re.IGNORECASE).strip()\n",
-    "    \n",
-    "            inout = {lhs:rhs.lower()}\n",
-    "            ss[phase]['sf'].update(inout)\n",
-    "     \n",
-    "    # compositional variables\n",
-    "    for j in range(sg+1,sf-1):\n",
-    "        if len(line[j]) > 0:\n",
-    "            if not 'cv' in ss[phase]:\n",
-    "                inout = {'cv':{}}\n",
-    "                ss[phase].update(inout)\n",
-    "                \n",
-    "            cv = line[j].split(\"=\")\n",
-    "            lhs = re.sub(r'\\([^)]*\\)', '', cv[0]).strip()\n",
-    "            inout = {lhs.lower():cv[1].strip()}\n",
-    "            ss[phase]['cv'].update(inout)\n",
-    "                     \n",
-    "    # proportions      \n",
-    "    for j in range(pr+1,im-1):\n",
-    "        if len(line[j]) > 0:\n",
-    "            if not 'p' in ss[phase]:\n",
-    "                inout = {'p':{}}\n",
-    "                ss[phase].update(inout)\n",
-    "                \n",
-    "            prop = line[j].split(\"=\")\n",
-    "            rhs  = result = re.sub(r'([-+]\\s*)?(\\d+)([a-zA-Z]{1,3})', r'\\g<1>\\g<2>*\\g<3>', prop[1], flags=re.IGNORECASE).strip()\n",
-    "            \n",
-    "            inout = {prop[0].strip():rhs.lower()}\n",
-    "            ss[phase]['p'].update(inout)   \n",
-    "            \n",
-    "    # range         \n",
-    "    if not 'range' in ss[phase]:\n",
-    "        inout = {'range':{}}\n",
-    "        ss[phase].update(inout)\n",
-    "        \n",
-    "        inout = {'lb':[0]*(len(ss[phase]['p'])-1)}\n",
-    "        ss[phase]['range'].update(inout)\n",
-    "        inout = {'ub':[1]*(len(ss[phase]['p'])-1)}\n",
-    "        ss[phase]['range'].update(inout)   \n",
-    "         \n",
-    "    cvid = 0;\n",
-    "    for j in range(sg+1,sf-1):\n",
-    "        if len(line[j]) > 0:\n",
-    "\n",
-    "            cv = line[j].split(\"=\")\n",
-    "            \n",
-    "            lb = range_number = re.search(r\"range\\s+([-+]?\\d*\\.\\d+|[-+]?\\d+)\\s*<\", str(cv)).group(1)\n",
-    "            ub = number_after_gt = re.search(r\">\\s*([-+]?\\d*\\.\\d+|[-+]?\\d+)\", str(cv)).group(1)\n",
-    "            ss[phase]['range']['lb'][cvid] = float(lb);\n",
-    "            ss[phase]['range']['ub'][cvid] = float(ub);\n",
-    "            cvid += 1;\n",
-    "#             print(float(lb),ub)\n",
-    "            \n",
-    "            \n",
-    "    # ideal mixing              \n",
-    "    for j in range(im+1,ni-1):\n",
-    "        if len(line[j]) > 0:\n",
-    "            if not 'idm' in ss[phase]:\n",
-    "                inout = {'idm':{}}\n",
-    "                ss[phase].update(inout)\n",
-    "                \n",
-    "            idm = line[j].split(\"=\")\n",
-    "            lhs = re.sub(r'\\(|\\)', '', idm[0]).strip()\n",
-    "            rhs =  re.sub(r\"\\(([^\\(\\)\\+\\-\\*/]+)\\)\", lambda match: match.group(1), idm[1]).strip()\n",
-    "\n",
-    "            inout = {lhs:rhs}\n",
-    "            ss[phase]['idm'].update(inout)    \n",
-    "            \n",
-    "            \n",
-    "    if mk == tmp_ss[i+1]-1: #then not composite make definition\n",
-    "        if not 'make' in ss[phase]:\n",
-    "            inout = {'make':{}}\n",
-    "            ss[phase].update(inout)\n",
-    "            \n",
-    "        for x in ss[phase]['p'].items():\n",
-    "            inout = {x[0]:x[0]}\n",
-    "            ss[phase]['make'].update(inout)   \n",
-    "    else:\n",
-    "        if not 'make' in ss[phase]:\n",
-    "            inout = {'make':{}}\n",
-    "            ss[phase].update(inout)\n",
-    "            \n",
-    "            \n",
-    "        for x in ss[phase]['p'].items():\n",
-    "            inout = {x[0]:x[0]}\n",
-    "            \n",
-    "            for j in range(mk+1,tmp_ss[i+1]-1):\n",
-    "                if len(line[j]) > 0:\n",
-    "                    make = line[j].split(\"=\")\n",
-    "                    if x[0] == make[0].strip():\n",
-    "                        rhs = re.sub(r'\\([^)]*\\)', '', make[1]).strip()\n",
-    "                        rhs2 = re.sub(r'\\b(\\w+)-(\\w+)\\b', r'\\1_\\2', rhs)\n",
-    "                        rhs3 = re.sub(r'(\\d+)\\s+([a-zA-Z]+)', r'\\1*\\2', rhs2)\n",
-    "                        inout = {x[0]:rhs3}\n",
-    " \n",
-    "            ss[phase]['make'].update(inout)   \n",
-    "            \n",
-    "    if 'v' in ss[phase]:\n",
-    "        inout = {'symmetry':0}\n",
-    "    else:\n",
-    "        inout = {'symmetry':1}\n",
-    "    ss[phase].update(inout) \n",
-    "           \n",
-    "    # turn into float for C\n",
-    "    for j,b in enumerate(ss[phase]['W']):\n",
-    "        tmp = sympify(b)\n",
-    "        for a in preorder_traversal(tmp):\n",
-    "            if isinstance(a, Rational):\n",
-    "                tmp = tmp.subs(a, float(a))\n",
-    "        ss[phase]['W'][j] = str(tmp)\n",
-    "\n",
-    "    if 'v' in ss[phase]:\n",
-    "        for j,b in enumerate(ss[phase]['v']):\n",
-    "            tmp = sympify(b)\n",
-    "            for a in preorder_traversal(tmp):\n",
-    "                if isinstance(a, Rational):\n",
-    "                    tmp = tmp.subs(a, float(a))\n",
-    "            ss[phase]['v'][j] = str(tmp)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "id": "3b80d46d",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "saved to file   : toMAGEMin_collect_fct_ig.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "op = ''\n",
-    "ph = ''\n",
-    "op = toMAGEMin_fct_collect(ss,db,op)\n",
-    "name = 'collect_fct'\n",
-    "save2file(db,ph,name,op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "id": "a73188c5",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "saved to file   : toMAGEMin_mem_size_ig.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "### PRINT ALL MEM SIZE ###\n",
-    "op  = ''\n",
-    "for ph in ss:\n",
-    "    op        = toMAGEMin_mem_size(ss,db,ph,op)\n",
-    "\n",
-    "name = 'mem_size'\n",
-    "save2file(db,ph,name,op)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "id": "6da10c16",
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "liq_G23Hw\n",
-      "fl_G23H\n",
-      "fsp_H21\n",
-      "spn_T21\n",
-      "g_G23\n",
-      "ol_H18\n",
-      "opx_G23\n",
-      "cpx_G23\n",
-      "ilm_W23\n",
-      "hb_G16\n",
-      "bi_G23\n",
-      "ep_H11\n",
-      "cd_H18\n",
-      "saved to file   : toMAGEMin_make_ig.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "### PRINT ALL MAKE ###\n",
-    "op  = ''\n",
-    "for ph in ss:\n",
-    "    print(ph)\n",
-    "    op        = toMAGEMin_make(ss,db,ph,op)\n",
-    "\n",
-    "name = 'make'\n",
-    "save2file(db,ph,name,op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "id": "7e069956",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "saved to file   : toMAGEMin_dpdx_ig.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "### PRINT ALL DPDX ###\n",
-    "op  = ''\n",
-    "for ph in ss:\n",
-    "    dp_dx     = get_dpdx(ss,ph)\n",
-    "    op        = toMAGEMin_dpdx(ss,db,ph,dp_dx,op)\n",
-    "# print(op)\n",
-    "\n",
-    "name = 'dpdx'\n",
-    "save2file(db,ph,name,op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "id": "d0c5c5ed",
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "saved to file   : toMAGEMin_obj_ig.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "### PRINT ALL OBJ ###\n",
-    "op  = ''\n",
-    "for ph in ss:\n",
-    "    idm       = get_idm(ss,ph)\n",
-    "    dsf_dx,sf = get_dsf_dx(ss,ph)\n",
-    "    op        = toMAGEMin_obj(ss,db,ph,sf,idm,op)\n",
-    "# print(op)\n",
-    "\n",
-    "name = 'obj'\n",
-    "save2file(db,ph,name,op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "id": "756352ef",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "saved to file   : toMAGEMin_obj_ig.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "### PRINT ALL INEQUALITY CONSTRAINTS ###\n",
-    "op  = ''\n",
-    "for ph in ss:\n",
-    "    dsf_dx,sf = get_dsf_dx(ss,ph)\n",
-    "    op        = toMAGEMin_ineq(ss,db,ph,dsf_dx,sf,op)\n",
-    "# print(op)\n",
-    "\n",
-    "# name = 'ineq'\n",
-    "save2file(db,ph,name,op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "id": "c518592d",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "saved to file   : toMAGEMin_p_ig.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "### PRINT ALL ENDMEMBER FRACTIONS ###\n",
-    "op  = ''\n",
-    "for ph in ss:\n",
-    "    p         = get_p(ss,ph)\n",
-    "    op        = toMAGEMin_p(ss,db,ph,p,op)\n",
-    "# print(op)\n",
-    "\n",
-    "name = 'p'\n",
-    "save2file(db,ph,name,op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 69,
-   "id": "ae6ee177",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Database               : [ ig ]\n",
-      "Solution phase         : [ hb_G16 ]\n",
-      "Dims                   : [ 10 ]\n",
-      "step length            : [ 0.33 ]\n",
-      "number of subdivisions : [0, 4, 4, 4, 4, 4, 4, 4, 4, 7, 7]\n"
-     ]
-    },
-    {
-     "ename": "KeyboardInterrupt",
-     "evalue": "",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
-      "Input \u001b[1;32mIn [69]\u001b[0m, in \u001b[0;36m<cell line: 21>\u001b[1;34m()\u001b[0m\n\u001b[0;32m     18\u001b[0m sf \u001b[38;5;241m=\u001b[39m [\u001b[38;5;241m0\u001b[39m]\u001b[38;5;241m*\u001b[39m\u001b[38;5;28mlen\u001b[39m(ss[ph][\u001b[38;5;124m'\u001b[39m\u001b[38;5;124msf\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[0;32m     19\u001b[0m exec(pc)\n\u001b[1;32m---> 21\u001b[0m op   \u001b[38;5;241m=\u001b[39m \u001b[43mtoMAGEMin_gen_PC\u001b[49m\u001b[43m(\u001b[49m\u001b[43mss\u001b[49m\u001b[43m,\u001b[49m\u001b[43mdb\u001b[49m\u001b[43m,\u001b[49m\u001b[43mph\u001b[49m\u001b[43m,\u001b[49m\u001b[43mstp\u001b[49m\u001b[43m,\u001b[49m\u001b[43msf\u001b[49m\u001b[43m,\u001b[49m\u001b[43mop\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     22\u001b[0m name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mPC_list_\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m+\u001b[39mph\n\u001b[0;32m     23\u001b[0m save2file(db,ph,name,op)\n",
-      "Input \u001b[1;32mIn [28]\u001b[0m, in \u001b[0;36mtoMAGEMin_gen_PC\u001b[1;34m(ss, db, ph, stp, sf, op)\u001b[0m\n\u001b[0;32m    669\u001b[0m         xcv      \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray(min_arr[\u001b[38;5;241m1\u001b[39m:d\u001b[38;5;241m+\u001b[39m\u001b[38;5;241m1\u001b[39m], dtype\u001b[38;5;241m=\u001b[39mnp\u001b[38;5;241m.\u001b[39mfloat32)\n\u001b[0;32m    670\u001b[0m \u001b[38;5;66;03m#         sf_ok   = eval_sf(x,sf2)\u001b[39;00m\n\u001b[1;32m--> 671\u001b[0m         sf_ok \u001b[38;5;241m=\u001b[39m \u001b[43mpc_gen\u001b[49m\u001b[43m(\u001b[49m\u001b[43mxcv\u001b[49m\u001b[43m,\u001b[49m\u001b[43msf\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    673\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m sf_ok \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[0;32m    674\u001b[0m             xeos_list\u001b[38;5;241m.\u001b[39mappend(xcv)\n",
-      "File \u001b[1;32m<string>:35\u001b[0m, in \u001b[0;36mpc_gen\u001b[1;34m(xcv, sf)\u001b[0m\n",
-      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
-     ]
-    }
-   ],
-   "source": [
-    "### PRINT ALL PSEUDOCOMPOUNDS ###\n",
-    "op  = ''\n",
-    "stp = 0.33\n",
-    "# for ph in ss:\n",
-    "#     dsf_dx,sf = get_dsf_dx(ss,ph)\n",
-    "#     op        = toMAGEMin_gen_PC(ss,db,ph,stp,sf,op)\n",
-    "# # print(op)\n",
-    "\n",
-    "# name = 'PC_list'\n",
-    "# save2file(db,ph,name,op)\n",
-    "\n",
-    "# ph = 'liq_G23Hw'\n",
-    "\n",
-    "# Here a function to check site-fraction is generated on the fly for performance reasons\n",
-    "# del pc_gen\n",
-    "ph = 'hb_G16'\n",
-    "pc = get_pc_gen(db,ph)\n",
-    "sf = [0]*len(ss[ph]['sf'])\n",
-    "exec(pc)\n",
-    "\n",
-    "op   = toMAGEMin_gen_PC(ss,db,ph,stp,sf,op)\n",
-    "name = 'PC_list_'+ph\n",
-    "save2file(db,ph,name,op)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "b15d4d7b",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "{'pq': '1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - wat + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*wat)',\n",
-       " 'psl': 'sl + 3/4*yct*sl + (-yct)',\n",
-       " 'pwo': 'wo + 3/4*yct*wo + (-yct)',\n",
-       " 'pjd': 'jd + 3/4*yct*jd',\n",
-       " 'phm': 'hm + 3/4*yct*hm',\n",
-       " 'pek': 'ek + 3/4*yct*ek',\n",
-       " 'pti': 'ti + 3/4*yct*ti',\n",
-       " 'pkj': 'kj + 3/4*yct*kj',\n",
-       " 'pct': 'yct',\n",
-       " 'pol': 'fo + fa + 3/4*yct*(fo + fa)',\n",
-       " 'sumT': '1 - wat + (-3/4*yct)*wat',\n",
-       " 'mgM': '4*fo*(1 + 3/4*yct)',\n",
-       " 'feM': '4*fa*(1 + 3/4*yct)',\n",
-       " 'CaM': 'wo*(1 + 3/4*yct) + (-yct)',\n",
-       " 'AlM': 'sl*(1 + 3/4*yct) + (-yct)',\n",
-       " 'sumM': '(4*fo + 4*fa + sl + wo)*(1 + 3/4*yct) + (-2*yct)',\n",
-       " 'xh': 'wat*(1 + 3/4*yct)',\n",
-       " 'xv': '1 - wat + (-3/4*yct)*wat'}"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ss['liq_G23Hw']['sf']"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "e8beae86",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "dict_keys(['wo', 'sl', 'fo', 'fa', 'jd', 'hm', 'ek', 'ti', 'kj', 'yct', 'wat'])"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ss['liq_G23Hw']['cv'].keys()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "e2e118f7",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.12"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/python/XEOS_SIMPLEX_SS_GENERATOR.ipynb b/python/XEOS_SIMPLEX_SS_GENERATOR.ipynb
deleted file mode 100755
index dec6f366..00000000
--- a/python/XEOS_SIMPLEX_SS_GENERATOR.ipynb
+++ /dev/null
@@ -1,1053 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# code to generate discrete solution model points\n",
-    "# and to save a list \"C function\" of compositional variables points \n",
-    "\n",
-    "# last update 25.01.22, NR\n",
-    "\n",
-    "# Igneous dataset Holland et al., 2018\n",
-    "# update tc634 + pl4T (Holland et al., 2020)\n",
-    "\n",
-    "import numpy as np"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "code_folding": [
-     2,
-     19,
-     38,
-     55,
-     73,
-     92,
-     112,
-     139,
-     167,
-     191,
-     211,
-     240,
-     272,
-     306,
-     346,
-     388,
-     423,
-     437,
-     455,
-     464,
-     476,
-     488,
-     500,
-     510,
-     519,
-     528,
-     537,
-     552,
-     570,
-     586
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# list of solution models\n",
-    "# site fractions ok?\n",
-    "def pli(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    ca  = x[0];\n",
-    "    k  = x[1];\n",
-    "\n",
-    "    sf[0] = 1 - k - ca\n",
-    "    sf[1] = ca\n",
-    "    sf[2] = k\n",
-    "\n",
-    "    for i in range(0,3):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def pl4T(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    ca  = x[0];\n",
-    "    k  = x[1];\n",
-    "\n",
-    "    sf[0]          = -1.0*ca - 1.0*k + 1.0;\n",
-    "    sf[1]          = ca;\n",
-    "    sf[2]          = k;\n",
-    "    sf[3]          = 0.25*ca + 0.25;\n",
-    "    sf[4]          = 0.75 - 0.25*ca;\n",
-    "\n",
-    "    for i in range(0,5):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ksp(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    na  = x[0];\n",
-    "    ca  = x[1];\n",
-    "\n",
-    "    sf[0] = 1 - ca - na\n",
-    "    sf[1] = na\n",
-    "    sf[2] = ca\n",
-    "\n",
-    "    for i in range(0,3):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ep(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    f = x[0];\n",
-    "    Q  = x[1];\n",
-    "\n",
-    "    sf[0] = f - Q\n",
-    "    sf[1] = 1 - f + Q\n",
-    "    sf[2] = f + Q\n",
-    "    sf[3] = 1 - f - Q\n",
-    "\n",
-    "    for i in range(0,4):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def cd(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    h  = x[1];\n",
-    "\n",
-    "    sf[0] = x1\n",
-    "    sf[1] = 1 - x1\n",
-    "    sf[2] = h\n",
-    "    sf[3] = 1 - h\n",
-    "    \n",
-    "    \n",
-    "    for i in range(0,4):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ol(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    c  = x[1];\n",
-    "    Q  = x[2];\n",
-    "\n",
-    "    sf[0] = 1 + Q - x1\n",
-    "    sf[1] = -Q + x1\n",
-    "    sf[2] = 1 - c - Q - x1 + c*x1\n",
-    "    sf[3] = Q + x1 + (-c)*x1\n",
-    "    sf[4] = c\n",
-    "    \n",
-    "    for i in range(0,5):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def mu(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    f  = x[2];\n",
-    "    n  = x[3];\n",
-    "    c  = x[4];\n",
-    "\n",
-    "    sf[0] = 1. - c - n\n",
-    "    sf[1] = n\n",
-    "    sf[2] = c\n",
-    "    sf[3] = 1. - x1 - y + x1*y\n",
-    "    sf[4] = x1 + (-x1)*y\n",
-    "    sf[5] = y\n",
-    "    sf[6] = 1. - f\n",
-    "    sf[7] = f\n",
-    "    sf[8] = 1. - 1./2.*c - 1./2.*y\n",
-    "    sf[9] = 1./2.*c + 1./2.*y \n",
-    "    \n",
-    "    for i in range(0,10):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def bi(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    f  = x[2];\n",
-    "    t  = x[3];\n",
-    "    Q  = x[4];\n",
-    "\n",
-    "    sf[0] = 1 - f - t - x1 - y - 2/3*Q + f*x1 + t*x1 + x1*y\n",
-    "    sf[1] = x1 + 2/3*Q + (-f)*x1 + (-t)*x1 + (-x1)*y\n",
-    "    sf[2] = f\n",
-    "    sf[3] = t\n",
-    "    sf[4] = y\n",
-    "    sf[5] = 1 + 1/3*Q - x1\n",
-    "    sf[6] = -1/3*Q + x1\n",
-    "    sf[7] = 1/2 - 1/2*f - 1/2*y\n",
-    "    sf[8] = 1/2 + 1/2*f + 1/2*y\n",
-    "    sf[9] = 1 - t\n",
-    "    sf[10] = t\n",
-    "    \n",
-    "    for i in range(0,11):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def g(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1 = x[0];\n",
-    "    c  = x[1];\n",
-    "    f  = x[2];\n",
-    "    cr = x[3];\n",
-    "    t  = x[4];\n",
-    "\n",
-    "    sf[0] = 1 - c - x1 + c*x1\n",
-    "    sf[1] = x1 + (-c)*x1\n",
-    "    sf[2] = c\n",
-    "    sf[3] = 1 - cr - f - 2*t\n",
-    "    sf[4] = cr\n",
-    "    sf[5] = f\n",
-    "    sf[6] = t\n",
-    "    \n",
-    "    for i in range(0,7):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ilm(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1 = x[0];\n",
-    "    Q  = x[1];\n",
-    "\n",
-    "    sf[0] = 1/2*x1 + 1/2*Q\n",
-    "    sf[1] = 1/2*x1 - 1/2*Q\n",
-    "    sf[2] = 1 - x1\n",
-    "    sf[3] = 1/2*x1 - 1/2*Q\n",
-    "    sf[4] = 1/2*x1 + 1/2*Q\n",
-    "    sf[5] = 1 - x1\n",
-    "    \n",
-    "    for i in range(0,6):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def spn(x):\n",
-    "#     p = [0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    c  = x[2];\n",
-    "    t  = x[3];\n",
-    "    Q1 = x[4];\n",
-    "    Q2 = x[5];\n",
-    "    Q3 = x[6];\n",
-    "\n",
-    "    sf[0]          = 2./3.*Q1 - 1./3.*t*x1 + 1./3.*t - 1./3.*x1 + 1./3.;\n",
-    "    sf[1]          = 2./3.*Q2 + 1./3.*t*x1 + 1./3.*x1;\n",
-    "    sf[2]          = -2./3.*Q1 - 2./3.*Q2 - 2./3.*Q3 + 2./3.*c*y + 2./3.*t*y - 1./3.*t - 2./3.*y + 2./3.;\n",
-    "    sf[3]          = 2./3.*Q3 - 2./3.*c*y - 2./3.*t*y + 2./3.*y;\n",
-    "    sf[4]          = -1./3.*Q1 - 1./3.*t*x1 + 1./3.*t - 1./3.*x1 + 1./3.;\n",
-    "    sf[5]          = -1./3.*Q2 + 1./3.*t*x1 + 1./3.*x1;\n",
-    "    sf[6]          = 1./3.*Q1 + 1./3.*Q2 + 1./3.*Q3 + 2./3.*c*y -c + 2./3.*t*y - 5./6.*t - 2./3.*y + 2./3.;\n",
-    "    sf[7]          = -1./3.*Q3 - 2./3.*c*y - 2./3.*t*y + 2./3.*y;\n",
-    "    sf[8]          = c;\n",
-    "    sf[9]          = 0.5*t;\n",
-    "    \n",
-    "    for i in range(0,10):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def opx(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1  = x[0];\n",
-    "    y  = x[1];\n",
-    "    c  = x[2];\n",
-    "    Q  = x[3];\n",
-    "    f  = x[4];\n",
-    "    t  = x[5];\n",
-    "    cr = x[6];\n",
-    "    j  = x[7]; \n",
-    "\n",
-    "    sf[0]  = 1 - j - Q + t - x1 - y + j*Q + (-Q)*t + j*x1 + (-t)*x1 + Q*y + x1*y\n",
-    "    sf[1]  = Q + x1 + (-j)*Q + Q*t + (-j)*x1 + t*x1 + (-Q)*y + (-x1)*y\n",
-    "    sf[2]  = -cr - f + j + y - 2*t\n",
-    "    sf[3] = f\n",
-    "    sf[4]  = cr\n",
-    "    sf[5]  = t\n",
-    "    sf[6]  = 1 - c - j + Q - x1 + (-j)*Q + Q*t + c*x1 + j*x1 + (-Q)*y\n",
-    "    sf[7]  = -Q + x1 + j*Q + (-Q)*t + (-c)*x1 + (-j)*x1 + Q*y\n",
-    "    sf[8]  = c\n",
-    "    sf[9]  = j\n",
-    "    sf[10]   = 1 - 1/2*y\n",
-    "    sf[11]   = 1/2*y\n",
-    "    \n",
-    "    for i in range(0,12):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def cpx(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1  = x[0];\n",
-    "    y  = x[1];\n",
-    "    o  = x[2];\n",
-    "    n  = x[3];\n",
-    "    Q  = x[4];\n",
-    "    f  = x[5];\n",
-    "    cr = x[6];\n",
-    "    t  = x[7]; \n",
-    "    k  = x[8]; \n",
-    "    \n",
-    "    sf[0]  = 1 - k - n - Q + t - x1 - y + k*Q + n*Q + (-Q)*t + k*x1 + n*x1 + (-t)*x1 + Q*y + x1*y\n",
-    "    sf[1]  = Q + x1 + (-k)*Q + (-n)*Q + Q*t + (-k)*x1 + (-n)*x1 + t*x1 + (-Q)*y + (-x1)*y\n",
-    "    sf[2]  = -cr - f + k + n + y - 2*t\n",
-    "    sf[3]  = f\n",
-    "    sf[4]  = cr\n",
-    "    sf[5]  = t\n",
-    "    sf[6]  = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x1 + (-Q)*y\n",
-    "    sf[7]  = -Q + k*Q + n*Q + (-Q)*t + o*x1 + Q*y\n",
-    "    sf[8]  = 1 - k - n - o\n",
-    "    sf[9]  = n\n",
-    "    sf[10] = k\n",
-    "    sf[11] = 1 - 1/2*y\n",
-    "    sf[12] = 1/2*y\n",
-    "    \n",
-    "    for i in range(0,13):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def hb(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    z  = x[2];\n",
-    "    a  = x[3];\n",
-    "    k  = x[4];\n",
-    "    c  = x[5];\n",
-    "    f  = x[6];\n",
-    "    t  = x[7]; \n",
-    "    Q1 = x[8]; \n",
-    "    Q2 = x[9]; \n",
-    "    \n",
-    "    sf[0]  = 1 - a\n",
-    "    sf[1]  = a + (-a)*k\n",
-    "    sf[2]  = a*k\n",
-    "    sf[3]  = 1 + Q1 - x1\n",
-    "    sf[4]  = -Q1 + x1\n",
-    "    sf[5]  = 1 - f + Q2 - t - x1 - y + (-f)*Q2 + (-Q2)*t + f*x1 + t*x1 + (-Q2)*y + x1*y\n",
-    "    sf[6]  = -Q2 + x1 + f*Q2 + Q2*t + (-f)*x1 + (-t)*x1 + Q2*y + (-x1)*y\n",
-    "    sf[7]  = y\n",
-    "    sf[8]  = f\n",
-    "    sf[9]  = t\n",
-    "    sf[10]  = c\n",
-    "    sf[11]  = 1 - c - Q2 - x1 - z - 3/2*Q1 + f*Q2 + Q2 *t + c*x1 + Q2*y + x1*z\n",
-    "    sf[12]  = Q2 + x1 + 3/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x1 + (-Q2)*y + (-x1)*z\n",
-    "    sf[13]  = z\n",
-    "    sf[14]  = 1 - 1/2*f - 1/2*t - 1/2*y + 1/2*z - 1/4*a\n",
-    "    sf[15]  = 1/2*f + 1/2*t + 1/2*y - 1/2*z + 1/4*a\n",
-    "    sf[16]  = 1 - t\n",
-    "    sf[17]  = t\n",
-    "    \n",
-    "    for i in range(0,18):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def liq(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    wo  = x[0];\n",
-    "    sl  = x[1];\n",
-    "    fo  = x[2];\n",
-    "    fa  = x[3];\n",
-    "    jd  = x[4];\n",
-    "    hm  = x[5];\n",
-    "    ek  = x[6];\n",
-    "    ti  = x[7]; \n",
-    "    kj  = x[8]; \n",
-    "    yct = x[9]; \n",
-    "    h2o = x[10]; \n",
-    "        \n",
-    "    sf[0]  = 1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)\n",
-    "    sf[1]  = sl + 3/4*yct*sl + (-yct)\n",
-    "    sf[2]  = wo + 3/4*yct*wo + (-yct)\n",
-    "    sf[3]  = jd + 3/4*yct*jd\n",
-    "    sf[4]  = hm + 3/4*yct*hm\n",
-    "    sf[5]  = ek + 3/4*yct*ek\n",
-    "    sf[6]  = ti + 3/4*yct*ti\n",
-    "    sf[7]  = kj + 3/4*yct*kj\n",
-    "    sf[8]  = yct\n",
-    "    sf[9]  = fo + fa + 3/4*yct*(fo + fa)\n",
-    "    sf[10]  = 1 - h2o + (-3/4*yct)*h2o\n",
-    "    sf[11]  = 4*fo\n",
-    "    sf[12]  = 4*fa\n",
-    "    sf[13]  = wo\n",
-    "    sf[14]  = sl\n",
-    "    sf[15]  = 4*fo + 4*fa + sl + wo\n",
-    "    sf[16]  = h2o\n",
-    "    sf[17]  = 1 - h2o\n",
-    "    \n",
-    "    \n",
-    "    for i in range(0,18):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def fl(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    wo  = x[0];\n",
-    "    sl  = x[1];\n",
-    "    fo  = x[2];\n",
-    "    fa  = x[3];\n",
-    "    jd  = x[4];\n",
-    "    hm  = x[5];\n",
-    "    ek  = x[6];\n",
-    "    ti  = x[7]; \n",
-    "    kj  = x[8]; \n",
-    "    h2o = x[9]; \n",
-    "        \n",
-    "    sf[0]  =  1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o\n",
-    "    sf[1]  =  sl\n",
-    "    sf[2]  =  wo\n",
-    "    sf[3]  =  fo\n",
-    "    sf[4]  =  fa\n",
-    "    sf[5]  =  jd\n",
-    "    sf[6]  =  hm\n",
-    "    sf[7]  =  ek\n",
-    "    sf[8]  =  ti\n",
-    "    sf[9]  =  kj\n",
-    "    sf[10] =  h2o\n",
-    "    sf[11] =  1 - h2o\n",
-    "    \n",
-    "    for i in range(0,12):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "# bounds and infos\n",
-    "def spn_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 7;\n",
-    "    stp       = 0.199;\n",
-    "    range_ = [[0,1],\n",
-    "             [0,1],\n",
-    "             [0,1],\n",
-    "             [0,1],\n",
-    "             [-1,1],\n",
-    "             [-1,1],\n",
-    "             [-1,1]];\n",
-    "\n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def fl_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 11;\n",
-    "    stp       = 0.198;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def ilm_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.0499;\n",
-    "    range_    = [[0,1],\n",
-    "                 [-1,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def g_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 5;\n",
-    "    stp       = 0.198;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def bi_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 5;\n",
-    "    stp       = 0.124;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def mu_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 5;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,0.25]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def ol_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.];\n",
-    "    d         = 3;\n",
-    "    stp       = 0.098;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def pl4T_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.0249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def ep_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.049;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,0.5]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def cd_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.098;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def opx_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 8;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,2],\n",
-    "                 [0,1],\n",
-    "                 [-1,1],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def liq_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 11;\n",
-    "    stp       = 0.198;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,0.2],\n",
-    "                 [0,0.2],\n",
-    "                 [0,0.2],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def cpx_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 9;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,2],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [-0,5,0.5],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,1.0]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def hb_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 10;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,.75],\n",
-    "                 [0,.75],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,.75],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [-0.5,0.5],\n",
-    "                 [-0.5,0.5]];\n",
-    "\n",
-    "    return (d,stp,range_,sf)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "number of subdivisions: [0, 11, 11, 11]\n"
-     ]
-    }
-   ],
-   "source": [
-    "# choose you solution model here\n",
-    "ss          = \"ol\"\n",
-    "\n",
-    "# you should have the need to change the following section\n",
-    "ini_name    = ss+'_ini'+'(shift)';\n",
-    "run_name    = ss+'(x)';\n",
-    "out_name    = 'MAGEMin_'+ss+\"_PC.txt\"\n",
-    "shift       = 0.001;\n",
-    "\n",
-    "# d,stp,range_,sf = hb_ini(shift)\n",
-    "d,stp,range_,sf = eval(ini_name)\n",
-    "\n",
-    "# generalized nested loop\n",
-    "xeos_list   = [];\n",
-    "min_val     = 0;\n",
-    "ip          = [min_val]*(d+1);\n",
-    "nstep       = [min_val]*(d+1);\n",
-    "min_arr     = [min_val]*(d+1);\n",
-    "max_arr     = [min_val]*(d+1);\n",
-    "\n",
-    "for i in range(0,d):\n",
-    "    nstep[i+1]   = int((range_[i][1] -range_[i][0])/stp)+1;\n",
-    "    min_arr[i+1] = range_[i][0];\n",
-    "    max_arr[i+1] = nstep[i+1];\n",
-    "\n",
-    "print(\"number of subdivisions:\",nstep) \n",
-    "    \n",
-    "xeos_list   = [];\n",
-    "p           = d\n",
-    "while ip[0] == min_val:\n",
-    "    \n",
-    "    x       = np.array(ip[1:d+1], dtype=np.float32)*stp+shift\n",
-    "    x      += np.array(min_arr[1:d+1], dtype=np.float32)\n",
-    "    sf_ok   = eval(run_name)\n",
-    "\n",
-    "    if sf_ok == 1:\n",
-    "        xeos_list.append(x)\n",
-    "\n",
-    "    ip[p] += 1;\n",
-    "    while ip[p] == max_arr[p]:\n",
-    "        ip[p] = min_val;\n",
-    "        p -= 1;\n",
-    "        ip[p] += 1;\n",
-    "        if (ip[p] != nstep[p]):\n",
-    "            p = d"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "struct ss_pc ig_ol_pc_xeos[220] = {\n",
-      "{{0.099000,0.001000,0.001000}},\n",
-      "{{0.099000,0.099000,0.001000}},\n",
-      "{{0.099000,0.197000,0.001000}},\n",
-      "{{0.099000,0.295000,0.001000}},\n",
-      "{{0.099000,0.393000,0.001000}},\n",
-      "{{0.099000,0.491000,0.001000}},\n",
-      "{{0.099000,0.589000,0.001000}},\n",
-      "{{0.099000,0.687000,0.001000}},\n",
-      "{{0.099000,0.785000,0.001000}},\n",
-      "{{0.099000,0.883000,0.001000}},\n",
-      "{{0.099000,0.981000,0.001000}},\n",
-      "{{0.197000,0.001000,0.001000}},\n",
-      "{{0.197000,0.001000,0.099000}},\n",
-      "{{0.197000,0.099000,0.001000}},\n",
-      "{{0.197000,0.099000,0.099000}},\n",
-      "{{0.197000,0.197000,0.001000}},\n",
-      "{{0.197000,0.197000,0.099000}},\n",
-      "{{0.197000,0.295000,0.001000}},\n",
-      "{{0.197000,0.295000,0.099000}},\n",
-      "{{0.197000,0.393000,0.001000}},\n",
-      "{{0.197000,0.393000,0.099000}},\n",
-      "{{0.197000,0.491000,0.001000}},\n",
-      "{{0.197000,0.491000,0.099000}},\n",
-      "{{0.197000,0.589000,0.001000}},\n",
-      "{{0.197000,0.589000,0.099000}},\n",
-      "{{0.197000,0.687000,0.001000}},\n",
-      "{{0.197000,0.687000,0.099000}},\n",
-      "{{0.197000,0.785000,0.001000}},\n",
-      "{{0.197000,0.785000,0.099000}},\n",
-      "{{0.197000,0.883000,0.001000}},\n",
-      "{{0.197000,0.981000,0.001000}},\n",
-      "{{0.295000,0.001000,0.001000}},\n",
-      "{{0.295000,0.001000,0.099000}},\n",
-      "{{0.295000,0.001000,0.197000}},\n",
-      "{{0.295000,0.099000,0.001000}},\n",
-      "{{0.295000,0.099000,0.099000}},\n",
-      "{{0.295000,0.099000,0.197000}},\n",
-      "{{0.295000,0.197000,0.001000}},\n",
-      "{{0.295000,0.197000,0.099000}},\n",
-      "{{0.295000,0.197000,0.197000}},\n",
-      "{{0.295000,0.295000,0.001000}},\n",
-      "{{0.295000,0.295000,0.099000}},\n",
-      "{{0.295000,0.295000,0.197000}},\n",
-      "{{0.295000,0.393000,0.001000}},\n",
-      "{{0.295000,0.393000,0.099000}},\n",
-      "{{0.295000,0.393000,0.197000}},\n",
-      "{{0.295000,0.491000,0.001000}},\n",
-      "{{0.295000,0.491000,0.099000}},\n",
-      "{{0.295000,0.491000,0.197000}},\n",
-      "{{0.295000,0.589000,0.001000}},\n",
-      "{{0.295000,0.589000,0.099000}},\n",
-      "{{0.295000,0.589000,0.197000}},\n",
-      "{{0.295000,0.687000,0.001000}},\n",
-      "{{0.295000,0.687000,0.099000}},\n",
-      "{{0.295000,0.687000,0.197000}},\n",
-      "{{0.295000,0.785000,0.001000}},\n",
-      "{{0.295000,0.785000,0.099000}},\n",
-      "{{0.295000,0.883000,0.001000}},\n",
-      "{{0.295000,0.981000,0.001000}},\n",
-      "{{0.393000,0.001000,0.001000}},\n",
-      "{{0.393000,0.001000,0.099000}},\n",
-      "{{0.393000,0.001000,0.197000}},\n",
-      "{{0.393000,0.001000,0.295000}},\n",
-      "{{0.393000,0.099000,0.001000}},\n",
-      "{{0.393000,0.099000,0.099000}},\n",
-      "{{0.393000,0.099000,0.197000}},\n",
-      "{{0.393000,0.099000,0.295000}},\n",
-      "{{0.393000,0.197000,0.001000}},\n",
-      "{{0.393000,0.197000,0.099000}},\n",
-      "{{0.393000,0.197000,0.197000}},\n",
-      "{{0.393000,0.197000,0.295000}},\n",
-      "{{0.393000,0.295000,0.001000}},\n",
-      "{{0.393000,0.295000,0.099000}},\n",
-      "{{0.393000,0.295000,0.197000}},\n",
-      "{{0.393000,0.295000,0.295000}},\n",
-      "{{0.393000,0.393000,0.001000}},\n",
-      "{{0.393000,0.393000,0.099000}},\n",
-      "{{0.393000,0.393000,0.197000}},\n",
-      "{{0.393000,0.393000,0.295000}},\n",
-      "{{0.393000,0.491000,0.001000}},\n",
-      "{{0.393000,0.491000,0.099000}},\n",
-      "{{0.393000,0.491000,0.197000}},\n",
-      "{{0.393000,0.491000,0.295000}},\n",
-      "{{0.393000,0.589000,0.001000}},\n",
-      "{{0.393000,0.589000,0.099000}},\n",
-      "{{0.393000,0.589000,0.197000}},\n",
-      "{{0.393000,0.687000,0.001000}},\n",
-      "{{0.393000,0.687000,0.099000}},\n",
-      "{{0.393000,0.785000,0.001000}},\n",
-      "{{0.393000,0.785000,0.099000}},\n",
-      "{{0.393000,0.883000,0.001000}},\n",
-      "{{0.393000,0.981000,0.001000}},\n",
-      "{{0.491000,0.001000,0.001000}},\n",
-      "{{0.491000,0.001000,0.099000}},\n",
-      "{{0.491000,0.001000,0.197000}},\n",
-      "{{0.491000,0.001000,0.295000}},\n",
-      "{{0.491000,0.001000,0.393000}},\n",
-      "{{0.491000,0.099000,0.001000}},\n",
-      "{{0.491000,0.099000,0.099000}},\n",
-      "{{0.491000,0.099000,0.197000}},\n",
-      "{{0.491000,0.099000,0.295000}},\n",
-      "{{0.491000,0.099000,0.393000}},\n",
-      "{{0.491000,0.197000,0.001000}},\n",
-      "{{0.491000,0.197000,0.099000}},\n",
-      "{{0.491000,0.197000,0.197000}},\n",
-      "{{0.491000,0.197000,0.295000}},\n",
-      "{{0.491000,0.197000,0.393000}},\n",
-      "{{0.491000,0.295000,0.001000}},\n",
-      "{{0.491000,0.295000,0.099000}},\n",
-      "{{0.491000,0.295000,0.197000}},\n",
-      "{{0.491000,0.295000,0.295000}},\n",
-      "{{0.491000,0.393000,0.001000}},\n",
-      "{{0.491000,0.393000,0.099000}},\n",
-      "{{0.491000,0.393000,0.197000}},\n",
-      "{{0.491000,0.393000,0.295000}},\n",
-      "{{0.491000,0.491000,0.001000}},\n",
-      "{{0.491000,0.491000,0.099000}},\n",
-      "{{0.491000,0.491000,0.197000}},\n",
-      "{{0.491000,0.589000,0.001000}},\n",
-      "{{0.491000,0.589000,0.099000}},\n",
-      "{{0.491000,0.589000,0.197000}},\n",
-      "{{0.491000,0.687000,0.001000}},\n",
-      "{{0.491000,0.687000,0.099000}},\n",
-      "{{0.491000,0.785000,0.001000}},\n",
-      "{{0.491000,0.785000,0.099000}},\n",
-      "{{0.491000,0.883000,0.001000}},\n",
-      "{{0.491000,0.981000,0.001000}},\n",
-      "{{0.589000,0.001000,0.001000}},\n",
-      "{{0.589000,0.001000,0.099000}},\n",
-      "{{0.589000,0.001000,0.197000}},\n",
-      "{{0.589000,0.001000,0.295000}},\n",
-      "{{0.589000,0.001000,0.393000}},\n",
-      "{{0.589000,0.099000,0.001000}},\n",
-      "{{0.589000,0.099000,0.099000}},\n",
-      "{{0.589000,0.099000,0.197000}},\n",
-      "{{0.589000,0.099000,0.295000}},\n",
-      "{{0.589000,0.197000,0.001000}},\n",
-      "{{0.589000,0.197000,0.099000}},\n",
-      "{{0.589000,0.197000,0.197000}},\n",
-      "{{0.589000,0.197000,0.295000}},\n",
-      "{{0.589000,0.295000,0.001000}},\n",
-      "{{0.589000,0.295000,0.099000}},\n",
-      "{{0.589000,0.295000,0.197000}},\n",
-      "{{0.589000,0.393000,0.001000}},\n",
-      "{{0.589000,0.393000,0.099000}},\n",
-      "{{0.589000,0.393000,0.197000}},\n",
-      "{{0.589000,0.491000,0.001000}},\n",
-      "{{0.589000,0.491000,0.099000}},\n",
-      "{{0.589000,0.491000,0.197000}},\n",
-      "{{0.589000,0.589000,0.001000}},\n",
-      "{{0.589000,0.589000,0.099000}},\n",
-      "{{0.589000,0.687000,0.001000}},\n",
-      "{{0.589000,0.687000,0.099000}},\n",
-      "{{0.589000,0.785000,0.001000}},\n",
-      "{{0.589000,0.883000,0.001000}},\n",
-      "{{0.589000,0.981000,0.001000}},\n",
-      "{{0.687000,0.001000,0.001000}},\n",
-      "{{0.687000,0.001000,0.099000}},\n",
-      "{{0.687000,0.001000,0.197000}},\n",
-      "{{0.687000,0.001000,0.295000}},\n",
-      "{{0.687000,0.099000,0.001000}},\n",
-      "{{0.687000,0.099000,0.099000}},\n",
-      "{{0.687000,0.099000,0.197000}},\n",
-      "{{0.687000,0.197000,0.001000}},\n",
-      "{{0.687000,0.197000,0.099000}},\n",
-      "{{0.687000,0.197000,0.197000}},\n",
-      "{{0.687000,0.295000,0.001000}},\n",
-      "{{0.687000,0.295000,0.099000}},\n",
-      "{{0.687000,0.295000,0.197000}},\n",
-      "{{0.687000,0.393000,0.001000}},\n",
-      "{{0.687000,0.393000,0.099000}},\n",
-      "{{0.687000,0.491000,0.001000}},\n",
-      "{{0.687000,0.491000,0.099000}},\n",
-      "{{0.687000,0.589000,0.001000}},\n",
-      "{{0.687000,0.589000,0.099000}},\n",
-      "{{0.687000,0.687000,0.001000}},\n",
-      "{{0.687000,0.785000,0.001000}},\n",
-      "{{0.687000,0.883000,0.001000}},\n",
-      "{{0.687000,0.981000,0.001000}},\n",
-      "{{0.785000,0.001000,0.001000}},\n",
-      "{{0.785000,0.001000,0.099000}},\n",
-      "{{0.785000,0.001000,0.197000}},\n",
-      "{{0.785000,0.099000,0.001000}},\n",
-      "{{0.785000,0.099000,0.099000}},\n",
-      "{{0.785000,0.197000,0.001000}},\n",
-      "{{0.785000,0.197000,0.099000}},\n",
-      "{{0.785000,0.295000,0.001000}},\n",
-      "{{0.785000,0.295000,0.099000}},\n",
-      "{{0.785000,0.393000,0.001000}},\n",
-      "{{0.785000,0.393000,0.099000}},\n",
-      "{{0.785000,0.491000,0.001000}},\n",
-      "{{0.785000,0.491000,0.099000}},\n",
-      "{{0.785000,0.589000,0.001000}},\n",
-      "{{0.785000,0.687000,0.001000}},\n",
-      "{{0.785000,0.785000,0.001000}},\n",
-      "{{0.785000,0.883000,0.001000}},\n",
-      "{{0.785000,0.981000,0.001000}},\n",
-      "{{0.883000,0.001000,0.001000}},\n",
-      "{{0.883000,0.001000,0.099000}},\n",
-      "{{0.883000,0.099000,0.001000}},\n",
-      "{{0.883000,0.099000,0.099000}},\n",
-      "{{0.883000,0.197000,0.001000}},\n",
-      "{{0.883000,0.295000,0.001000}},\n",
-      "{{0.883000,0.393000,0.001000}},\n",
-      "{{0.883000,0.491000,0.001000}},\n",
-      "{{0.883000,0.589000,0.001000}},\n",
-      "{{0.883000,0.687000,0.001000}},\n",
-      "{{0.883000,0.785000,0.001000}},\n",
-      "{{0.883000,0.883000,0.001000}},\n",
-      "{{0.883000,0.981000,0.001000}},\n",
-      "{{0.981000,0.001000,0.001000}},\n",
-      "{{0.981000,0.099000,0.001000}},\n",
-      "{{0.981000,0.197000,0.001000}},\n",
-      "{{0.981000,0.295000,0.001000}},\n",
-      "{{0.981000,0.393000,0.001000}},\n",
-      "{{0.981000,0.491000,0.001000}},\n",
-      "{{0.981000,0.589000,0.001000}},\n",
-      "{{0.981000,0.687000,0.001000}},\n",
-      "{{0.981000,0.785000,0.001000}},\n",
-      "{{0.981000,0.883000,0.001000}}};\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "db    = 'ig'\n",
-    "text_file   = open(out_name, \"w\")\n",
-    "out   = np.array(xeos_list)\n",
-    "npc   = len(out);\n",
-    "nxeos = d;\n",
-    "pp    = 'struct ss_pc '+db+'_'+ss+'_pc_xeos['+str(len(out))+'] = {\\n';\n",
-    "for i in range(0,npc):\n",
-    "    pp += '{{'\n",
-    "    for j in range(0,nxeos):\n",
-    "        pp += str('%1.6f' %out[i][j])\n",
-    "        if j < nxeos-1:\n",
-    "            pp += (',')\n",
-    "        else:\n",
-    "            if i < npc-1:\n",
-    "                pp += '}},'\n",
-    "            else:\n",
-    "                pp += '}}};'\n",
-    "    pp += '\\n'\n",
-    "    \n",
-    "print(pp) \n",
-    "\n",
-    "n         = text_file.write(pp)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.9"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/python/database_Igneous_H2018/tc-ig50NCKFMASHTOCr.txt b/python/database_Igneous_H2018/tc-ig50NCKFMASHTOCr.txt
deleted file mode 100755
index 7be5b7f4..00000000
--- a/python/database_Igneous_H2018/tc-ig50NCKFMASHTOCr.txt
+++ /dev/null
@@ -1,2301 +0,0 @@
-header
-% ====================================================================
-% IGNEOUS SET in NCKFMASHTOCr
-%
-% checked and uploaded 13-12-2019 by ecrg
-% (see 0_version_notes.txt)
-%
-% use with tc-ds633.txt
-%          tc350 and upwards
-%
-% File history:
-% - first provided as tc-KNCFMASTOCr.txt via 
-%   Tim Holland's website, June 2018
-% - updated Apr2019 to correct minor inconsistencies
-%   between system files
-% - reformatted Dec 2019 by ecrg:
-%   - tc350-compatibility
-%   - Cbar1 and Ibar plag are now named plc, pli, for
-%     consistency among files; users can use samecoding
-%     script to rename preferred one as pl. 
-%
-% phases: liq fl pli plc ol ksp mu bi g ep cd opx cpx spn hb ilm 
-% ====================================================================
-header
-
-liq 12 1 
-
-verbatim
-% =================================================================
-% Silicate melt (hydrous): KNCFMASHTOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. 
-% Journal of Petrology 59, 881-900. DOI: 10.1093/petrology/egy048. 
-%
-%  E-m    Formula		                 Mixing sites			         
-%	              M                F                                            A     V
-%	              Al Ca Mg_4 Fe_4  AlSi_2 AlSi Si Si_2 Si_4 Cr Ti Fe3 CaAl_2Si  Na K  v_2 H_2
-%  q4L	  Si4O8	                          0    0    0   0    1  0  0   0    0              1   0
-%  sl1L   Al2SiO5     1   0   0   0       0    1    0   0    0  0  0   0    0              1   0
-%  wo1L   CaSiO3      0   1   0   0       0    0    1   0    0  0  0   0    0              1   0
-%  fo2L   Mg4Si2O8    0   0   1   0       0    0    0   1    0  0  0   0    0              1   0
-%  fa2L   Fe4Si2O8    0   0   0   1       0    0    0   1    0  0  0   0    0              1   0
-%  jdL    NaAlSi2O6                       1    0    0   0    0  0  0   0    0        1 0   1   0
-%  hmL    FeO1.5                          0    0    0   0    0  0  0   1    0              1   0       
-%  ekL    CrO1.5                          0    0    0   0    0  1  0   0    0              1   0   
-%  tiL    TiO2                            0    0    0   0    0  0  1   0    0              1   0
-%  kjL    KAlSi2O6                        1    0    0   0    0  0  0   0    0        0 1   1   0
-%  ctL    CaAl2SiO6                       0    0    0   0    0  0  0   0    1              1   0  - modifies speciation
-%  h2o1L  H2O                                                                              0   1
-%
-%  wo -> CaSiO3 / denom
-%  sl -> Al2SiO5 / denom
-%  fo -> Mg2SiO4 / denom 
-%  fa -> Fe2SiO4 / denom
-%  jd -> NaAlSi2O6 / denom
-%  hm -> Fe2O3 / denom
-%  ek -> Cr2O3 / denom
-%  ti -> TiO2 / denom
-%  kj -> KAlSi2O6 / denom
-%  h2o -> H2O / denom
-%  yctL -> CaAl2SiO6 / (denom + CaAl2SiO6)            - speciation variable
-%
-%  where denom = Si4O8 + Al2SiO5 + CaSiO3 + Mg4Si2O8 + Fe4Si2O8 +
-%                    NaAlSi2O6 + FeO1.5 + CrO1.5 + TiO2 + KAlSi2O6 + H2O 
-%                (defined on dataset end-members)
-% --------------------------------------------------
-verbatim
-
-      wo(L)  0.2
-      sl(L)  0.2   
-      fo(L)  0.1
-      fa(L)  0.1
-      jd(L)  0.05
-      hm(L)  0.001
-      ek(L)  0.001
-      ti(L)  0.001
-      kj(L)  0.001
-      yct(L)  0.001    isQ   % isQ = this is an order variable
-      h2o(L)  0.001
-
-
-%-------------------------------------------------------------------
-
-p(q4L)   2  1    1  10 -1  wo  -1  sl -1  jd -1  fa -1 fo -1 hm -1 ek -1 ti -1 kj -1 h2o
-	    2       0  1  1/4 yct     4  10 -3 ek -3 fa -3 fo -3 hm -3 jd -3 kj -3 sl -3 ti -3 wo -3 h2o
-p(sl1L)  3  1    0  1  1  sl
-	    2    0  1  3/4  yct   0 1 1 sl
-	    1    0  1 -1  yct
-p(wo1L)  3  1    0  1  1  wo
-	    2    0  1  3/4  yct   0 1 1 wo
-	    1    0  1 -1  yct
-p(fo2L)  2  1    0  1  1  fo
-            2    0  1  3/4  yct   0 1 1 fo
-p(fa2L)  2  1    0  1  1  fa
-            2    0  1  3/4  yct   0 1 1 fa
-p(jdL)   2  1    0  1  1  jd
-            2    0  1  3/4  yct   0 1 1 jd
-p(hmL)   2  1    0  1  1  hm
-            2    0  1  3/4  yct   0 1 1 hm
-p(ekL)   2  1    0  1  1  ek
-            2    0  1  3/4  yct   0 1 1 ek
-p(tiL)   2  1    0  1  1  ti
-            2    0  1  3/4  yct   0 1 1 ti
-p(kjL)   2  1    0  1  1  kj
-            2    0  1  3/4  yct   0 1 1 kj
-p(ctL)   1  1    0  1  1  yct
-p(h2o1L) 2  1    0  1  1  h2o
-            2    0  1  3/4  yct   0 1 1 h2o
-
-% --------------------------------------------------
-   asf
-
-   W(q4L,sl1L)    9.5   0  -0.10 
-   W(q4L,wo1L)  -10.3   0   0   
-   W(q4L,fo2L)  -26.5   0  -3.12  
-   W(q4L,fa2L)  -12.0   0  -0.55  
-   W(q4L,jdL)   -15.1   0  -0.13  
-   W(q4L,hmL)      20   0   0  
-   W(q4L,ekL)       0   0   0  
-   W(q4L,tiL)    24.6   0   0  
-   W(q4L,kjL)   -17.8   0  -0.05  
-   W(q4L,ctL)   -14.6   0   0 
-   W(q4L,h2o1L)  17.8   0  -0.61   
-
-   W(sl1L,wo1L) -26.5   0   0.85     
-   W(sl1L,fo2L)   2.2   0   0  
-   W(sl1L,fa2L)   2.5   0   0  
-   W(sl1L,jdL)   16.8   0   0  
-   W(sl1L,hmL)     -5   0   0 
-   W(sl1L,ekL)      0   0   0 
-   W(sl1L,tiL)   15.2   0  -0.04        
-   W(sl1L,kjL)    7.0   0   0 
-   W(sl1L,ctL)    4.0   0   0 
-   W(sl1L,h2o1L) 23.7   0  -0.94   
-
-   W(wo1L,fo2L)  25.5   0   0.11
-   W(wo1L,fa2L)  14.0   0   0
-   W(wo1L,jdL)   -1.2   0   0       
-   W(wo1L,hmL)      0   0   0  
-   W(wo1L,ekL)      0   0   0  
-   W(wo1L,tiL)   18.0   0   0 
-   W(wo1L,kjL)   -1.1   0   0         
-   W(wo1L,ctL)    9.5   0   0         
-   W(wo1L,h2o1L) 40.3   0  -0.86     
-
-   W(fo2L,fa2L)  18.0   0   0
-   W(fo2L,jdL)    1.5   0   0
-   W(fo2L,hmL)      0   0   0  
-   W(fo2L,ekL)      0   0   0  
-   W(fo2L,tiL)    7.5   0   0 
-   W(fo2L,kjL)    3.0   0   0  
-   W(fo2L,ctL)   -5.6   0   0 
-   W(fo2L,h2o1L)  9.4   0  -1.58 
- 
-   W(fa2L,jdL)    7.5   0  -0.05  
-   W(fa2L,hmL)    -30   0   0  
-   W(fa2L,ekL)      0   0   0  
-   W(fa2L,tiL)    6.7   0   0  
-   W(fa2L,kjL)   10.0   0   0  
-   W(fa2L,ctL)   -6.5   0   0  
-   W(fa2L,h2o1L)  9.2   0  -1.58  
-
-   W(jdL,hmL)      10   0   0  
-   W(jdL,ekL)       0   0   0  
-   W(jdL,tiL)    16.5   0   0.14 
-   W(jdL,kjL)    -5.9   0   0 
-   W(jdL,ctL)     7.6   0   0 
-   W(jdL,h2o1L)  -8.3   0  -0.06
-
-   W(hmL,ekL)       0   0   0  
-   W(hmL,tiL)       0   0   0 
-   W(hmL,kjL)      10   0   0 
-   W(hmL,ctL)       0   0   0 
-   W(hmL,h2o1L)  60.0   0  -0.66 
-
-   W(ekL,tiL)       0   0   0 
-   W(ekL,kjL)       0   0   0 
-   W(ekL,ctL)       0   0   0 
-   W(ekL,h2o1L)  30.0   0  -0.66 
-
-   W(tiL,kjL)     9.0   0   0  
-   W(tiL,ctL)       0   0   0  
-   W(tiL,h2o1L)  30.0   0  -0.60
-
-   W(kjL,ctL)    -5.6   0   0  
-   W(kjL,h2o1L)  -0.1   0   0.22
-
-   W(ctL,h2o1L)  17.3   0   0.05
-
-q4L   100  0  0
-sl1L  120  0  0
-wo1L  140  0  0
-fo2L  240  0  0
-fa2L  100  0  0
-jdL   120  0  0
-hmL   100  0  0
-ekL   100  0  0
-tiL   100  0  0
-kjL   100  0  0
-ctL   100  0  0
-h2o1L 100  0  0
-
-% --------------------------------------------------
-   18  
-% macroscopic terms
-   pq   2  1    1  10 -1  wo  -1  sl -1  jd -1  fa -1 fo -1 hm -1 ek -1 ti -1 kj -1 h2o
-	    2       0  1  1/4 yct     4  10 -3 ek -3 fa -3 fo -3 hm -3 jd -3 kj -3 sl -3 ti -3 wo -3 h2o
-   psl  3  1    0  1  1  sl
-	    2    0  1  3/4  yct   0 1 1 sl
-	    1    0  1 -1  yct
-   pwo  3  1    0  1  1  wo
-	    2    0  1  3/4  yct   0 1 1 wo
-	    1    0  1 -1  yct
-   pjd  2  1    0  1  1  jd
-        2    0  1  3/4  yct   0 1 1 jd
-   phm  2  1    0  1  1  hm
-        2    0  1  3/4  yct   0 1 1 hm
-   pek  2  1    0  1  1  ek
-        2    0  1  3/4  yct   0 1 1 ek
-   pti  2  1    0  1  1  ti
-        2    0  1  3/4  yct   0 1 1 ti
-   pkj  2  1    0  1  1  kj
-        2    0  1  3/4  yct   0 1 1 kj
-   pct  1  1    0  1  1  yct
-   pol  2  1    0  2  1  fo 1 fa              % prop 'ol' = fo + fa
-        2    0  1  3/4  yct   0 2 1 fo 1 fa
-        
-   sumT 2  1    1  1 -1  h2o
-        2    0  1 -3/4  yct   0  1  1  h2o
-
-% microscopic terms
-   mgM   1 1      0  1  4  fo 
-   feM   1 1      0  1  4  fa 
-   CaM   1 1      0  1  1  wo 
-   AlM   1 1      0  1  1  sl
-      
-   sumM  1 1      0  4  4  fo  4  fa  1  sl  1 wo
-
-   xh   1  1    0  1  1  h2o
-   xv   1  1    1  1 -1  h2o
-
-
-% --------------------------------------------------
-% ideal mixing activities
-   
- q4L      1  3    xv  2   sumT -1    pq  1   
-   make  1  qL 4
-   delG(mod)    0.22   0   -0.059
-      
- sl1L     1  5    xv  2  sumT -1     psl 1  AlM  1 sumM -1  
-    make  1  silL 1
-    delG(mod)   6.20  0  -0.318
-
- wo1L     1  5    xv  2  sumT -1     pwo 1  CaM  1  sumM -1 
-   make  1  woL 1
-   delG(mod)  -0.45  0   -0.114
-
- fo2L     1  5    xv  2  sumT -1     pol 1  mgM  4  sumM -4
-   make  1  foL 2
-   delG(mod)  8.67  0  -0.131
-
- fa2L     1  5    xv  2  sumT -1     pol 1  feM  4  sumM -4
-   make  1  faL 2
-   delG(mod)  13.70  0  -0.055
-
- jdL     1  3    xv  2  sumT -1      pjd 1 
-   make  2  abL  1  qL -1
-   delG(make)  12.19  0  -0.089  
-
- hmL     1  3    xv  2  sumT -1      phm  1
-   make  1 hemL 1/2
-   delG(mod)  3.30  0  -0.032 
-
- ekL     1  3    xv  2  sumT -1      pek  1
-   make  1 eskL 1/2
-   delG(mod)  24.85  0  0.245   
-
- tiL     1  3    xv  2  sumT -1      pti  1
-   make  1  ruL 1
-   delG(mod)  5.58  0    -0.489
-
- kjL     1  3    xv  2  sumT -1      pkj 1
-   make  2  kspL  1  qL -1
-   delG(make)  11.98  0  -0.210  
-
- ctL     1  3    xv  2  sumT -1      pct 1
-   make  3  woL  1  silL  1  qL -1
-   delG(make)  -108.3  0.055  0.053    
-
- h2o1L    1  1    xh 2
-   make   1  h2oL 1
-   delG(mod)    3.20  -0.0039  0.00087
-      
-
-% ====================================================================
-
-fl 11 1 
-
-verbatim
-% =================================================================
-% Aqueous fluid: KNCFMASTOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology 59, 881-900. 
-%
-% All end-members except H2O mix together on one "site" as simple 
-% molecular mixing units. H2O occupies a second mixing unit with 
-% its entropic contribution doubled.
-%
-% Compositional variables simply represent the proportions of
-% corresponding mixing units.
-%
-% End-members other than H2O are constructed by modifying the 
-% properties of "melt end-members". However the model does not allow 
-% for complete solution between silicate melt and aqueous fluid.
-% --------------------------------------------------
-verbatim 
-
-      wo(fl)  0.002
-      sl(fl)  0.002   
-      fo(fl)  0.002
-      fa(fl)  0.002
-      jd(fl)  0.002
-      hm(fl)  0.001
-      ek(fl)  0.001
-      ti(fl)  0.001
-      kj(fl)  0.002
-      h2o(fl)  0.95
-
-%-------------------------------------------------------------------
-
-p(qfL)   1  1    1  10 -1  wo  -1  sl -1 fo -1 fa -1 jd -1 hm -1 ek -1 ti -1 kj -1 h2o  
-p(slfL)  1  1    0  1  1  sl
-p(wofL)  1  1    0  1  1  wo
-p(fofL)  1  1    0  1  1  fo
-p(fafL)  1  1    0  1  1  fa
-p(jdfL)  1  1    0  1  1  jd
-p(hmfL)  1  1    0  1  1  hm
-p(ekfL)  1  1    0  1  1  ek
-p(tifL)  1  1    0  1  1  ti
-p(kjfL)  1  1    0  1  1  kj
-p(H2O)   1  1    0  1  1  h2o
-
-% --------------------------------------------------
-   sf
-
-   W(qfL,slfL)     0   0   0 
-   W(qfL,wofL)     0   0   0   
-   W(qfL,fofL)     0   0   0  
-   W(qfL,fafL)     0   0   0  
-   W(qfL,jdfL)     0   0   0  
-   W(qfL,hmfL)     0   0   0  
-   W(qfL,ekfL)     0   0   0  
-   W(qfL,tifL)     0   0   0  
-   W(qfL,kjfL)     0   0   0 
-   W(qfL,H2O)   59.0   0  -0.82   
-
-   W(slfL,wofL)      0   0   0    
-   W(slfL,fofL)      0   0   0
-   W(slfL,fafL)      0   0   0
-   W(slfL,jdfL)      0   0   0
-   W(slfL,hmfL)      0   0   0
-   W(slfL,ekfL)      0   0   0
-   W(slfL,tifL)      0   0   0    
-   W(slfL,kjfL)      0   0   0
-   W(slfL,H2O)    57.6   0  -0.80   
-
-   W(wofL,fofL)     0   0   0
-   W(wofL,fafL)     0   0   0
-   W(wofL,jdfL)     0   0   0     
-   W(wofL,hmfL)     0   0   0
-   W(wofL,ekfL)     0   0   0
-   W(wofL,tifL)     0   0   0
-   W(wofL,kjfL)     0   0   0       
-   W(wofL,H2O)   72.2   0  -0.67     
-
-   W(fofL,fafL)     0   0   0
-   W(fofL,jdfL)     0   0   0
-   W(fofL,hmfL)     0   0   0
-   W(fofL,ekfL)     0   0   0
-   W(fofL,tifL)     0   0   0
-   W(fofL,kjfL)     0   0   0
-   W(fofL,H2O)   71.7   0  -1.10   
- 
-   W(fafL,jdfL)     0   0   0  
-   W(fafL,hmfL)     0   0   0  
-   W(fafL,ekfL)     0   0   0  
-   W(fafL,tifL)     0   0   0  
-   W(fafL,kjfL)     0   0   0  
-   W(fafL,H2O)  71.7   0  -1.10  
-
-   W(jdfL,hmfL)     0   0   0  
-   W(jdfL,ekfL)     0   0   0  
-   W(jdfL,tifL)     0   0   0 
-   W(jdfL,kjfL)     0   0   0 
-   W(jdfL,H2O)  57.0   0  -0.79
-
-   W(hmfL,ekfL)      0   0   0  
-   W(hmfL,tifL)      0   0   0 
-   W(hmfL,kjfL)      0   0   0 
-   W(hmfL,H2O)    73.0   0  -0.66 
-
-   W(ekfL,tifL)      0   0   0 
-   W(ekfL,kjfL)      0   0   0 
-   W(ekfL,H2O)    73.0   0  -0.66 
-
-   W(tifL,kjfL)      0   0   0  
-   W(tifL,H2O)    75.0   0  -0.67
-
-   W(kjfL,H2O)   44.9   0  -1.19
-    
-% --------------------------------------------------
-   12   
-
-   pq    1 1      1  10 -1  wo  -1  sl -1 fo -1 fa -1 jd -1 hm -1 ek -1 ti -1 kj -1 h2o
-   
-   psl   1 1      0  1  1  sl
-   
-   pwo   1 1      0  1  1  wo 
-   
-   pfo   1 1      0  1  1  fo 
-   
-   pfa   1 1      0  1  1  fa 
-
-   pjd   1 1      0  1  1  jd
-
-   phm   1 1      0  1  1  hm 
-
-   pek   1 1      0  1  1  ek 
-   
-   pti   1 1      0  1  1  ti 
-
-   pkj   1 1      0  1  1  kj 
-
-   ph2o   1 1     0  1  1  h2o 
-
-   fac   1 1      1  1 -1  h2o
-
-% --------------------------------------------------
-% ideal mixing activities
-   
- qfL      1  2    fac  1   pq  1   
-   make  1  qL 4
-  delG(make)    2.10   0   -0.051
-      
- slfL     1  2      fac  1   psl 1
-   make  1  silL 1
-   delG(make)   6.72  0  -0.313
-
- wofL     1  2      fac  1   pwo 1
-   make  1  woL 1
-   delG(make)   0.22  0   -0.120
-
- fofL     1  2      fac  1   pfo  1
-   make  1  foL 2
-   delG(make)  8.59  0  -0.136
-
- fafL     1  2      fac  1   pfa  1
-   make  1  faL 2
-   delG(make)  13.56  0  -0.052
-
- jdfL     1  2      fac  1   pjd 1
-   make  2  abL  1  qL -1
-   delG(make)  12.32  0  -0.099  
-
- hmfL     1  2      fac  1   phm  1
-   make  1 hemL 1/2
-   delG(make)  4.05  0  -0.077 
-
- ekfL     1  2      fac  1   pek  1
-   make  1 eskL 1/2
-   delG(make)  24.75  0  0.245   
-
- tifL     1  2      fac  1   pti  1
-   make  1  ruL 1
-   delG(make)  5.60  0    -0.489
-
- kjfL     1  2     fac  1    pkj 1
-   make  2  kspL  1  qL -1
-   delG(make)  12.88  0  -0.227  
- 
-  H2O    1  1      ph2o 2
-
-
-% ====================================================================
-
-pli 3  1
-
-verbatim
-% =================================================================
-% ternary plagioclase:   Ibar1 ASF
-
-% Holland, TJB & Powell, R (2003) Activity-composition relations for phases in
-% petrological calculations: an asymmetric multicomponent formulation. Contributions
-% to Mineralogy and Petrology, 145, 492-501. 
-%
-%  E-m    Formula        Mixing site    
-%                       K     Na    Ca      
-%  san    KAlSi3O8      1     0     0       
-%  abhI   NaAlSi3O8     0     1     0       
-%  an     CaAl2Si2O8    0     0     1       
-%
-% ca -> xCa
-% k -> xK
-% --------------------------------------------------
-verbatim
-
-    ca(pli) 0.8
-    k(pli) 0.03
-    
-% --------------------------------------------------
-
-   p(abhI)  1 1    1 2 -1 k -1 ca
-   p(an)    1 1    0 1  1 ca
-   p(san)   1 1    0 1  1 k
-   
-% --------------------------------------------------
-
-   asf
-     W(abhI,an)   15   0     0
-     W(abhI,san)  25.1 -0.0108  0.338
-     W(an,san)    40   0     0
-     
-    abhI   0.643  0  0
-    an     1.0    0  0
-    san    1.0    0  0
-    
-% --------------------------------------------------
-
-   3
-   xK     1 1    0 1  1 k
-   xNa    1 1    1 2 -1 k -1 ca
-   xCa    1 1    0 1  1 ca
-% --------------------------------------------------
-
-   abhI      1 1     xNa 1
-      make  1   abh   1
-     delG(tran)   0.57  -0.00412   0   
-
-   an       1 1     xCa 1
-      % make  1  equilibrium an  1
-
-   san      1 1     xK 1
-      % make  1  equilibrium san  1
-
-
-% ====================================================================
-
-plc 3  1
-
-verbatim
-% =================================================================
-% ternary plagioclase:   Cbar1 ASF  
-%
-% Holland, TJB & Powell, R (2003) Activity-composition relations for phases in
-% petrological calculations: an asymmetric multicomponent formulation. Contributions
-% to Mineralogy and Petrology, 145, 492-501. 
-%
-%  E-m    Formula        Mixing site    
-%                       K     Na    Ca      
-%  san    KAlSi3O8      1     0     0       
-%  abh    NaAlSi3O8     0     1     0       
-%  anC    CaAl2Si2O8    0     0     1       
-%
-% ca -> xCa
-% k -> xK
-% --------------------------------------------------
-verbatim
-
-    ca(plc) 0.2
-    k(plc)  0.03
-    
-% --------------------------------------------------
-
-   p(abh)    1 1    1 2 -1 k -1 ca
-   p(anC)    1 1    0 1  1 ca
-   p(san)    1 1    0 1  1 k
-   
-% --------------------------------------------------
-
-   asf
-     W(abh,anC)   3.1   0     0    
-     W(abh,san)  25.1 -0.0108  0.338       
-     W(anC,san)   40   0     0      
-     
-    abh   0.643  0  0  	      
-    anC   1.0    0  0
-    san   1.0    0  0
-    
-% --------------------------------------------------
-
-   3
-   x(K)     1 1    0 1  1 k
-   x(Na)    1 1    1 2 -1 k -1 ca
-   x(Ca)    1 1    0 1  1 ca
-% --------------------------------------------------
-
-   abh      1 1     x(Na) 1
- 		
-   anC      1 1     x(Ca) 1
-      make  1  equilibrium an  1
-      delG(tran)  7.03  -0.00466   0   
-
-   san      1 1     x(K) 1
-
-
-
-% ==================================================================================
-
-ol  4  1
-
-verbatim
-% =================================================================
-% olivine: CFMS
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900. 
-% 
-%  E-m    Formula	   Mixing sites
-%                     M1            M2                  
-%                     Mg    Fe      Mg    Fe    Ca      
-% mont    CaMgSiO4    1     0       0     0     1       
-% fa      Fe2SiO4     0     1       0     1     0       
-% fo      Mg2SiO4     1     0       1     0     0       
-% cfm     MgFeSiO4    1     0       0     1     0   - ordered intermediate
-%            
-% x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)    
-% c -> xCaM2
-% Q -> x - xFeM1/(xFeM1 + xMgM1)   - order variable
-%         
-% --------------------------------------------------
-verbatim 
- 
-  x(ol)            0.1
-  c(ol)            0.002
-  Q(ol)            0.01
-% -------------------------------------------------
- 
-p(mont)    1 1    0  1  1  c
- 
-p(fa)      1 1    0  2  -1  Q   1  x
- 
-p(fo)      2 1    1  3  -1  c  -1  Q  -1  x
-             2    0  1  1  c    0  1  1  x
- 
-p(cfm)     2 1    0  1  2  Q
-             2    0  1  -1  c    0  1  1  x
-% -------------------------------------------------
-sf
-W(mont,fa)    24    0    0
-W(mont,fo)    38    0    0
-W(mont,cfm)   24    0    0
-W(fa,fo)       9    0    0
-W(fa,cfm)      4.5    0    0
-W(fo,cfm)      4.5    0    0
- 
-% -------------------------------------------------
-5
- 
-xMgM1      1 1    1  2   1  Q  -1  x
- 
-xFeM1      1 1    0  2  -1  Q   1  x
- 
-xMgM2      2 1    1  3  -1  c  -1  Q  -1  x
-             2    0  1  1  c    0  1  1  x
- 
-xFeM2      2 1    0  2   1  Q   1  x
-             2    0  1  -1  c    0  1  1  x
- 
-xCaM2      1 1    0  1  1  c
-% -------------------------------------------------
- 
-mont    1   2  xMgM1 1  xCaM2 1  
-  check 0  1  0  
- 
-fa      1   2  xFeM1 1  xFeM2 1  
-  check 1  0  0  
- 
-fo      1   2  xMgM1 1  xMgM2 1  
-  check 0  0  0  
- 
-cfm     1   2  xMgM1 1  xFeM2 1  
-  check 1/2  0  1/2  
-  make  2       fa  1/2   fo  1/2
-  delG(od)   0    0    0
-
-
-
-% ====================================================================
-
-ksp  3  1
-
-verbatim
-% =================================================================
-% ternary ksp (Cbar1 ASF): NCKAS
-% 
-% Holland, TJB & Powell, R (2003) Activity-composition relations for phases in
-% petrological calculations: an asymmetric multicomponent formulation. Contributions
-% to Mineralogy and Petrology, 145, 492-501. 
-%
-% coded by axe attack on 14 August 2013
-% 
-%  E-m    Formula        Mixing site    
-%                       K     Na    Ca      
-%  san    KAlSi3O8      1     0     0       
-%  abh    NaAlSi3O8     0     1     0       
-%  anC    CaAl2Si2O8    0     0     1       
-%
-% na -> xNa
-% ca -> xCa
-% --------------------------------------------------
-verbatim
- 
-  na(ksp)          0.1
-  ca(ksp)          0.004
-% -------------------------------------------------
- 
-p(san)     1 1    1  2  -1  ca  -1  na
- 
-p(abh)     1 1    0  1  1  na
- 
-p(anC)     1 1    0  1  1  ca
-% -------------------------------------------------
-asf
-W(san,abh)              25.1     -0.0108     0.338
-W(san,anC)               40           0         0
-W(abh,anC)              3.1           0         0
- 
-a(san)                1         0         0
-a(abh)            0.643         0         0
-a(anC)                1         0         0
-% -------------------------------------------------
-3
- 
-xK         1 1    1  2  -1  ca  -1  na
- 
-xNa        1 1    0  1  1  na
- 
-xCa        1 1    0  1  1  ca
-% -------------------------------------------------
- 
-san     1    1  xK 1  
-  check 0  0  
- 
-abh     1    1  xNa 1  
-  check 1  0  
- 
-anC      1    1  xCa 1  
-  check 0  1  
-  make  1    equilibrium   an    1
-  delG(tran)   7.03       -0.00466           0
-
-
-
-% ====================================================================
-
-mu  6  1
-
-verbatim
-% =================================================================
-% muscovite: NCKFMASHO
-% 
-% White, RW, Powell, R, Holland, TJB, Johnson, TE & 
-% Green, ECR (2014). New mineral activity-composition relations
-% for thermodynamic calculations in metapelitic systems.
-% Journal of Metamorphic Geology, 32, 261-286.
-%
-% coded by axe attack on 14 August 2013
-% 
-%
-%  E-m    Formula                                    Mixing sites
-%                             A                   M2A                 M2B           T1            
-%                             K     Na    Ca      Mg    Fe    Al      Al    Fe3     Si    Al      
-%  mu    KAl3Si3O12(OH)2      1     0     0       0     0     1       1     0       1     1       
-%  cel   KMgAlSi4O10(OH)2     1     0     0       1     0     0       1     0       2     0       
-%  fcel  KFeAlSi4O10(OH)2     1     0     0       0     1     0       1     0       2     0       
-%  pa    NaAl3Si3O10(OH)2     0     1     0       0     0     1       1     0       1     1       
-%  mam   CaAl4Si2O10(OH)2     0     0     1       0     0     1       1     0       0     2       
-%  fmu   KAl2FeSi3O12(OH)2    1     0     0       0     0     1       0     1       1     1       
-%       
-% x -> xFeM2A/(xFeM2A + xMgM2A)
-% y -> xAlM2A
-% f -> xFe3M2B
-% n -> xNaA
-% c -> xCaA
-% --------------------------------------------------
-verbatim
- 
-  x(mu)            0.25
-  y(mu)            0.6
-  f(mu)            0.17
-  n(mu)            0.06
-  c(mu)            0.004
-% -------------------------------------------------
- 
-p(mu)      1 1    0  4  -1  c  -1  f  -1  n   1  y
- 
-p(cel)     2 1    1  2  -1  x  -1  y
-             2    0  1  1  x    0  1  1  y
- 
-p(fcel)    2 1    0  1   1  x
-             2    0  1  -1  x    0  1  1  y
- 
-p(pa)      1 1    0  1  1  n
- 
-p(mam)      1 1    0  1  1  c
- 
-p(fmu)     1 1    0  1  1  f
-% -------------------------------------------------
-asf
-W(mu,cel)                  0           0       0.2
-W(mu,fcel)                 0           0       0.2
-W(mu,pa)               10.12      0.0034     0.353
-W(mu,mam)                 35           0         0
-W(mu,fmu)                  0           0         0
-W(cel,fcel)                0           0         0
-W(cel,pa)                 45           0      0.25
-W(cel,mam)                50           0         0
-W(cel,fmu)                 0           0         0
-W(fcel,pa)                45           0      0.25
-W(fcel,mam)               50           0         0
-W(fcel,fmu)                0           0         0
-W(pa,mam)                 15           0         0
-W(pa,fmu)                 30           0         0
-W(mam,fmu)                35           0         0
- 
-a(mu)              0.63         0         0
-a(cel)             0.63         0         0
-a(fcel)            0.63         0         0
-a(pa)              0.37         0         0
-a(mam)             0.63         0         0
-a(fmu)             0.63         0         0
-% -------------------------------------------------
-10
- 
-xKA        1 1    1  2  -1  c  -1  n
- 
-xNaA       1 1    0  1  1  n
- 
-xCaA       1 1    0  1  1  c
- 
-xMgM2A     2 1    1  2  -1  x  -1  y
-             2    0  1  1  x    0  1  1  y
- 
-xFeM2A     2 1    0  1   1  x
-             2    0  1  -1  x    0  1  1  y
- 
-xAlM2A     1 1    0  1  1  y
- 
-xAlM2B     1 1    1  1  -1  f
- 
-xFe3M2B    1 1    0  1  1  f
- 
-xSiT1      1 1    1  2  -1/2  c  -1/2  y
- 
-xAlT1      1 1    0  2  1/2  c  1/2  y
-% -------------------------------------------------
- 
-mu      4    5  xKA 1  xAlM2A 1  xAlM2B 1  xSiT1 1  xAlT1 1  
-  check 0  1  0  0  0  
- 
-cel     1    4  xKA 1  xMgM2A 1  xAlM2B 1  xSiT1 2  
-  check 0  0  0  0  0  
- 
-fcel    1    4  xKA 1  xFeM2A 1  xAlM2B 1  xSiT1 2  
-  check 1  0  0  0  0  
- 
-pa      4    5  xNaA 1  xAlM2A 1  xAlM2B 1  xSiT1 1  xAlT1 1  
-  check 0  1  0  1  0  
- 
-mam      1    4  xCaA 1  xAlM2A 1  xAlM2B 1  xAlT1 2  
-  check 0  1  0  0  1  
-  make  1       ma    1
-  delG(mod)        6.5              0           0
- 
-fmu     4    5  xKA 1  xAlM2A 1  xFe3M2B 1  xSiT1 1  xAlT1 1  
-  check 0  1  1  0  0  
-  make  3     andr  1/2   gr -1/2    mu  1
-  delG(make)     25              0           0
-
-
-
-% ====================================================================
-
-bi  6  1
-
-verbatim
-% =================================================================
-% biotite: KFMASHTO
-% 
-% Variant on the model of
-% White, RW, Powell, R, Holland, TJB, Johnson, TE & 
-% Green, ECR (2014). New mineral activity-composition relations
-% for thermodynamic calculations in metapelitic systems.
-% Journal of Metamorphic Geology, 32, 261-286
-% (some changes to W and DQF values).
-% 
-%
-% E-m    Formula                                      Mixing sites
-%                            M3                              M12           T             V             
-%                            Mg    Fe    Fe3   Ti    Al      Mg    Fe      Si    Al      OH    O       
-% phl   KMg3AlSi3O10(OH)2    1     0     0     0     0       2     0       1     1       2     0       
-% annm  KFe3AlSi3O10(OH)2    0     1     0     0     0       0     2       1     1       2     0       
-% obi   KMg2Fe1AlSi3O10(OH)2 0     1     0     0     0       2     0       1     1       2     0  - ordered intermediate   
-% east  KMg2Al3Si2O10(OH)2   0     0     0     0     1       2     0       0     2       2     0       
-% tbi   KMg2AlSi3TiO12       0     0     0     1     0       2     0       1     1       0     2       
-% fbi   KMg2Al2FeSi2O10(OH)2 0     0     1     0     0       2     0       0     2       2     0       
-%
-%               
-% x -> (2 xFeM12 + xFeM3)/(2 xFeM12 + xFeM3 + 2 xMgM12 + xMgM3)
-% y -> xAlM3
-% f -> xFe3M3
-% t -> xTiM3
-% Q -> 3 (x - xFeM12)  - order variable
-% --------------------------------------------------
-verbatim
-
-  x(bi)            0.35
-  y(bi)            0.25
-  f(bi)            0.04
-  t(bi)            0.17
-  Q(bi)            0.25
-% -------------------------------------------------
- 
-p(phl)     4 1    1  5  -1  f  -1  t  -1  x  -1  y  -2/3  Q
-             2    0  1  1  f    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  1  x    0  1  1  y
- 
-p(annm)    1 1    0  2  -1/3  Q   1  x
- 
-p(obi)     4 1    0  1   1  Q
-             2    0  1  -1  f    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  -1  x    0  1  1  y
- 
-p(east)    1 1    0  1  1  y
- 
-p(tbi)     1 1    0  1  1  t
- 
-p(fbi)     1 1    0  1  1  f
-% -------------------------------------------------
-sf
-W(phl,annm)               12           0         0
-W(phl,obi)                 4           0         0
-W(phl,east)               10           0         0
-W(phl,tbi)                30           0         0
-W(phl,fbi)                 8           0         0
-W(annm,obi)                8           0         0
-W(annm,east)               5           0         0   % was 15
-W(annm,tbi)               32           0         0
-W(annm,fbi)             13.6           0         0
-W(obi,east)                7           0         0
-W(obi,tbi)                24           0         0
-W(obi,fbi)               5.6           0         0
-W(east,tbi)               40           0         0
-W(east,fbi)                1           0         0
-W(tbi,fbi)                40           0         0
- 
-% -------------------------------------------------
-11
- 
-xMgM3      4 1    1  5  -1  f  -1  t  -1  x  -1  y  -2/3  Q
-             2    0  1  1  f    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  1  x    0  1  1  y
- 
-xFeM3      4 1    0  2   1  x  2/3  Q
-             2    0  1  -1  f    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  -1  x    0  1  1  y
- 
-xFe3M3     1 1    0  1  1  f
- 
-xTiM3      1 1    0  1  1  t
- 
-xAlM3      1 1    0  1  1  y
- 
-xMgM12     1 1    1  2  1/3  Q  -1  x
- 
-xFeM12     1 1    0  2  -1/3  Q   1  x
- 
-xSiT       1 1    1/2  2  -1/2  f  -1/2  y
- 
-xAlT       1 1    1/2  2  1/2  f  1/2  y
- 
-xOHV       1 1    1  1  -1  t
- 
-xOV        1 1    0  1  1  t
-% -------------------------------------------------
- 
-phl     4    5  xMgM3 1  xMgM12 2  xSiT 1  xAlT 1  xOHV 2  
-  check 0  0  0  0  0  
- 
-annm    4    5  xFeM3 1  xFeM12 2  xSiT 1  xAlT 1  xOHV 2  
-  check 1  0  0  0  0  
-  make  1      ann    1
-  delG(mod)       -6              0           0    %  was -3
- 
-obi     4    5  xFeM3 1  xMgM12 2  xSiT 1  xAlT 1  xOHV 2  
-  check 1/3  0  0  0  1  
-  make  2      ann  1/3  phl  2/3
-  delG(od)       -6.0              0           0  %  was -2
- 
-east    1    4  xAlM3 1  xMgM12 2  xAlT 2  xOHV 2  
-  check 0  1  0  0  0  
- 
-tbi     4    5  xTiM3 1  xMgM12 2  xSiT 1  xAlT 1  xOV 2  
-  check 0  0  0  1  0  
-  make  3       br   -1   phl  1    ru  1
-  delG(make)    55              0           0
- 
-fbi     1    4  xFe3M3 1  xMgM12 2  xAlT 2  xOHV 2  
-  check 0  0  1  0  0  
-  make  3     andr  1/2  east  1   gr -1/2
-  delG(make)             -3              0           0
-
-
-
-% ====================================================================
-
-g  6 1
-
-verbatim
-% =================================================================
-% garnet: CFMASTOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-% 
-% E-m    Formula                     Mixing sites
-%                            M1            M2                    
-%                            Mg  Fe  Ca    Al  Cr  Fe3 Mg  Ti    
-% py    Mg3Al2Si3O12         3   0   0     2   0   0   0   0     
-% alm   Fe3Al2Si3O12         0   3   0     2   0   0   0   0     
-% gr    Ca3Al2Si3O12         0   0   3     2   0   0   0   0     
-% andr  Ca3Fe2Si3O12         0   0   3     0   0   2   0   0     
-% knom  Mg3Cr2Si3O12         3   0   0     0   2   0   0   0     
-% tig   Mg3.5AlTi0.5Si3O12   3   0   0     1   0   0   1/2 1/2   
-%
-% x -> xFeM1/(xFeM1 + xMgM1)
-% c -> xCaM1
-% f -> xFe3M2
-% cr -> xCrM2
-% t -> xTiM2
-% --------------------------------------------------
-verbatim
- 
-  x(g)   0.3
-  c(g)   0.2
-  f(g)   0.01
-  cr(g)  0.01
-  t(g)   0.001
-% -------------------------------------------------
- 
-p(py)      2 1    1  4  -1  c  -1  cr  -1  x  -4  t
-             2    0  1  1  c    0  1  1  x
- 
-p(alm)     2 1    0  1   1  x
-             2    0  1  -1  c    0  1  1  x
- 
-p(gr)      1 1    0  2   1  c  -1  f
- 
-p(andr)    1 1    0  1  1  f
- 
-p(knom)    1 1    0  1  1  cr
- 
-p(tig)     1 1    0  1  4  t
-% -------------------------------------------------
-asf
-W(py,alm)       4        0   0.1
-W(py,gr)     45.4   -0.010   0.04
-W(py,andr)    107   -0.010  -0.036
-W(py,knom)    2.0        0   0
-W(py,tig)       0        0   0
-
-W(alm,gr)     17.0  -0.010   0.1
-W(alm,andr)    65   -0.010   0.039
-W(alm,knom)     6        0   0.01
-W(alm,tig)      0        0   0
-
-W(gr,andr)      2        0   0
-W(gr,knom)      1   -0.010   0.180
-W(gr,tig)       0        0   0
-
-W(andr,knom)   63   -0.010   0.10
-W(andr,tig)     0        0   0
-
-W(knom,tig)     0        0   0
-
-py   1    0  0
-alm  1    0  0
-gr   2.5  0  0
-andr 2.5  0  0
-knom 1    0  0
-tig  1    0  0
-
-% -------------------------------------------------
-8
- 
-xMgM1      2 1    1  2  -1  c  -1  x
-             2    0  1  1  c    0  1  1  x
- 
-xFeM1      2 1    0  1   1  x
-             2    0  1  -1  c    0  1  1  x
- 
-xCaM1      1 1    0  1  1  c
- 
-xAlM2      1 1    1  3  -1  cr  -1  f  -2  t
- 
-xCrM2      1 1    0  1  1  cr
- 
-xFe3M2     1 1    0  1  1  f
- 
-xMgM2      1 1    0  1  1  t
- 
-xTiM2      1 1    0  1  1  t
-% -------------------------------------------------
- 
-py      1    2  xMgM1 3  xAlM2 2  
-  check 0  0  0  0  0  
- 
-alm     1    2  xFeM1 3  xAlM2 2  
-  check 1  0  0  0  0  
- 
-gr      1    2  xCaM1 3  xAlM2 2  
-  check 0  1  0  0  0  
- 
-andr    1    2  xCaM1 3  xFe3M2 2  
-  check 0  1  1  0  0  
- 
-knom    1    2  xMgM1 3  xCrM2 2  
-  check 0  0  0  1  0 
-  make  1 knor  1
-  delG(mod)   18.2  0  0 
- 
-tig     8   4  xMgM1 3  xAlM2 1  xMgM2 1/2  xTiM2 1/2  
-  check 0  0  0  0  1/4
-  make  4  py  1  per 1/2  ru 1/2  cor -1/2
-  delG(make)   46.7  -0.0173  0     % config S
-
-% ========================================================================================
-
-ep 3  1
-
-verbatim
-% =================================================================
-% epidote: CFASHO
-%
-% Holland, TJB & Powell, R (2011). An improved and
-% extended internally consistent thermodynamic dataset
-% for phases of petrological interest, involving a
-% new equation of state for solids. 
-% Journal of Metamorphic Geology, 29, 333-383.
-%
-% E-m   Formula                Mixing sites
-%                             M1       M3  
-%                             Al Fe3   Al Fe3 
-% cz    Ca2Al3Si3O12(OH)      1   0    1   0
-% ep    Ca2FeAl2Si3O12(OH)    1   0    0   1  - ordered end-member
-% fep   Ca2Fe2AlSi3O12(OH)    0   1    0   1
-%
-% f -> (xFe3M1+xFe3M3)/2
-% Q ->  f - xFe3M1   - order variable
-% --------------------------------------------------
-verbatim
-
-  f(ep)        0.1
-  Q(ep)        0.2   range 0 0.5
-
-p(cz)    1  1    1  2 -1  f  -1  Q
-p(ep)    1  1    0  1  2  Q
-p(fep)   1  1    0  2  1  f  -1  Q
-
-sf
-  W(cz,ep)         1  0  0
-  W(cz,fep)        3  0  0
-  W(ep,fep)        1  0  0
-
-  4  
-
-  xFeM1   1  1    0  2  1  f  -1  Q
-  xAlM1   1  1    1  2 -1  f   1  Q
-  xFeM3   1  1    0  2  1  f   1  Q
-  xAlM3   1  1    1  2 -1  f  -1  Q
-
- cz      1  2      xAlM1  1  xAlM3   1
- ep      1  2      xAlM1  1  xFeM3   1
- fep     1  2      xFeM1  1  xFeM3   1
-
-% ====================================================================
-
-cd  3  1
-
-verbatim
-% =================================================================
-% Cordierite: FMASH
-% 
-% Reparameterised in 
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900. 
-% from
-% White, RW, Powell, R, Holland, TJB, Johnson, TE & 
-% Green, ECR (2014). New mineral activity-composition relations
-% for thermodynamic calculations in metapelitic systems.
-% Journal of Metamorphic Geology, 32, 261-286.
-% 
-% E-m   Formula                Mixing sites
-%                              X             H             
-%                              Fe    Mg      H2O   v       
-% crd   Mg2Al4Si5O18           0     2       0     1       
-% fcrd  Fe2Al4Si5O18           2     0       0     1       
-% hcrd  Mg2Al4Si5O17(OH)2      0     2       1     0       
-%
-% x -> xFeX/(xFeX + xMgX) 
-% h -> xH2OH
-% --------------------------------------------------
-verbatim
- 
-  x(cd)            0.3
-  h(cd)            0.7
-% -------------------------------------------------
- 
-p(crd)     1 1    1  2  -1  h  -1  x
- 
-p(fcrd)    1 1    0  1  1  x
- 
-p(hcrd)    1 1    0  1  1  h
-% -------------------------------------------------
-sf
-W(crd,fcrd)                6           0         0   % was 8
-W(crd,hcrd)                0           0         0
-W(fcrd,hcrd)               0           0         0   % was 9
- 
-% -------------------------------------------------
-4
- 
-xFeX       1 1    0  1  1  x
- 
-xMgX       1 1    1  1  -1  x
- 
-xH2OH      1 1    0  1  1  h
- 
-xvH        1 1    1  1  -1  h
-% -------------------------------------------------
- 
-crd     1    2  xMgX 2  xvH 1  
-  check 0  0  
- 
-fcrd    1    2  xFeX 2  xvH 1  
-  check 1  0  
- 
-hcrd    1    2  xMgX 2  xH2OH 1  
-  check 0  1  
-
-
-
-% ====================================================================
-
-opx  9 1
-
-verbatim
-% =================================================================
-% Orthopyroxene: NCFMASTOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900. 
-% 
-% E-m   Formula                         Mixing sites
-%                        M1                        M2                T*        
-%                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na    Si  Al    
-% en    Mg2Si2O6         1   0   0   0   0   0     1   0   0   0     2   0     
-% fs    Fe2Si2O6         0   1   0   0   0   0     0   1   0   0     2   0     
-% fm    MgFeSi2O6        1   0   0   0   0   0     0   1   0   0     2   0   - ordered intermediate   
-% odi   CaMgSi2O6        1   0   0   0   0   0     0   0   1   0     2   0     
-% mgts  MgAl2SiO6        0   0   1   0   0   0     1   0   0   0     1   1     
-% cren  MgCrAlSiO6       0   0   0   0   1   0     1   0   0   0     1   1     
-% obuf  Mg1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   1   0   0   0     1   1     
-% mess  MgFeAlSiO6       0   0   0   1   0   0     1   0   0   0     1   1     
-% ojd   NaAlSi2O6        0   0   1   0   0   0     0   0   0   1     2   0   
-% *use 1/4 entropy of mixing from T-site  
-%
-% x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2) 
-% y -> 2 xAlT
-% c -> xCaM2
-% Q -> -x + xFeM1/(xFeM1 + xMgM1)  - order variable
-% f -> xFe3M1
-% t -> xTiM1
-% cr -> xCrM1
-% j -> xNaM2
-% --------------------------------------------------
-verbatim
-  
-  x(opx)   0.05
-  y(opx)   0.006
-  c(opx)   0.025
-  Q(opx)   0.032  range -1  1
-  f(opx)   0.001
-  t(opx)   0.001
-  cr(opx)  0.001
-  j(opx)   0.001 
-% -------------------------------------------------
- 
-p(en)      6 1    1  5  -1  c  -1  j   1  Q  -1  x  -1  y
-             2    0  1  -1  j    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  1  c    0  1  1  x
-             2    0  1  1  j    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
- 
-p(fs)      7 1    0  2   1  Q   1  x
-             2    0  1  -1  j    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  j    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
-             2    0  1  -1  x    0  1  1  y
- 
-p(fm)      7 1    0  1  -2  Q
-             2    0  1  2  j    0  1  1  Q
-             2    0  1  -2  Q    0  1  1  t
-             2    0  1  -1  c    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  2  Q    0  1  1  y
-             2    0  1  1  x    0  1  1  y
- 
-p(odi)     1 1    0  1  1  c
- 
-p(mgts)    1 1    0  4  -1  cr  -1  f   1  y  -2  t
- 
-p(cren)    1 1    0  1  1  cr
- 
-p(obuf)    1 1    0  1  2  t
- 
-p(mess)    1 1    0  1  1  f
- 
-p(ojd)     1 1    0  1  1  j
-% -------------------------------------------------
-asf
-W(en,fs)        7.0  0   0
-W(en,fm)          4  0   0
-W(en,odi)      32.2  0   0.12 
-W(en,mgts)     12.5  0  -0.04
-W(en,cren)        8  0   0
-W(en,obuf)        0  0   0
-W(en,mess)        8  0   0
-W(en,ojd)        35  0   0
-W(fs,fm)          4  0   0
-W(fs,odi)     25.54  0   0.084
-W(fs,mgts)       11  0  -0.15
-W(fs,cren)       10  0   0
-W(fs,obuf)        0  0   0
-W(fs,mess)       10  0   0
-W(fs,ojd)        35  0   0
-W(fm,odi)     22.54  0   0.084
-W(fm,mgts)       15  0  -0.15
-W(fm,cren)       12  0   0
-W(fm,obuf)        0  0   0
-W(fm,mess)       12  0   0
-W(fm,ojd)        35  0   0
-W(odi,mgts)    75.5  0  -0.84
-W(odi,cren)      20  0   0     % 40 + x, x = -20
-W(odi,obuf)       0  0   0
-W(odi,mess)      20  0   0     % 40 + y, y = -20   
-W(odi,ojd)       35  0   0
-W(mgts,cren)      2  0   0
-W(mgts,obuf)      0  0   0
-W(mgts,mess)      2  0   0
-W(mgts,ojd)       7  0   0
-W(cren,obuf)      0  0   0
-W(cren,mess)      2  0   0
-W(cren,ojd)     -11  0   0     % 9 + x
-W(obuf,mess)      0  0   0
-W(obuf,ojd)       4  0   0
-W(mess,ojd)     -11  0   0     % 9 + y
-
-en   1.0  0  0
-fs   1.0  0  0
-fm   1.0  0  0
-odi  1.2  0  0
-mgts 1.0  0  0
-cren 1.0  0  0
-obuf 1.0  0  0
-mess 1.0  0  0
-ojd  1.2  0  0
-
-% -------------------------------------------------
-12
- 
-xMgM1      7 1    1  5  -1  j  -1  Q   1  t  -1  x  -1  y
-             2    0  1  1  j    0  1  1  Q
-             2    0  1  -1  Q    0  1  1  t
-             2    0  1  1  j    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  1  Q    0  1  1  y
-             2    0  1  1  x    0  1  1  y
- 
-xFeM1      7 1    0  2   1  Q   1  x
-             2    0  1  -1  j    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  j    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
-             2    0  1  -1  x    0  1  1  y
- 
-xAlM1      1 1    0  5  -1  cr  -1  f   1  j   1  y  -2  t
- 
-xFe3M1     1 1    0  1  1  f
- 
-xCrM1      1 1    0  1  1  cr
- 
-xTiM1      1 1    0  1  1  t
- 
-xMgM2      6 1    1  4  -1  c  -1  j   1  Q  -1  x
-             2    0  1  -1  j    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  1  c    0  1  1  x
-             2    0  1  1  j    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
- 
-xFeM2      6 1    0  2  -1  Q   1  x
-             2    0  1  1  j    0  1  1  Q
-             2    0  1  -1  Q    0  1  1  t
-             2    0  1  -1  c    0  1  1  x
-             2    0  1  -1  j    0  1  1  x
-             2    0  1  1  Q    0  1  1  y
- 
-xCaM2      1 1    0  1  1  c
- 
-xNaM2      1 1    0  1  1  j
- 
-xSiT       1 1    1  1  -1/2  y
- 
-xAlT       1 1    0  1  1/2  y
-% -------------------------------------------------
- 
-en      1    3  xMgM1 1  xMgM2 1  xSiT 1/2  
-  check 0  0  0  0  0  0  0  0  
- 
-fs      1    3  xFeM1 1  xFeM2 1  xSiT 1/2  
-  check 1  0  0  0  0  0  0  0   
- 
-fm      1    3  xMgM1 1  xFeM2 1  xSiT 1/2  
-  check 1/2  0  0  -1/2  0  0  0  0  
-  make  2  en 1/2  fs 1/2
-  delG(od)   -6.6  0  0
- 
-odi     1    3  xMgM1 1  xCaM2 1  xSiT 1/2  
-  check 0  0  1  0  0  0  0  0 
-  make  1  di  1
-  delG(tran)   -0.1  0.000211  0.005 
- 
-mgts    1.4142    4  xAlM1 1  xMgM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  0  0  0  
- 
-cren    1.4142    4  xCrM1 1  xMgM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  0  1  0  
-  make  3  mgts  1  kos  1  jd  -1
-  delG(make)  -25.9  0.0155  0.05        
- 
-obuf     2.8284   5  xMgM1 1/2  xTiM1 1/2  xMgM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  1/2  0  0  
-  make  4       mgts  1   per  1/2    ru  1/2  cor -1/2
-  delG(make)   3.35  -0.0051   -0.0061      
- 
-mess     1.4142    4  xFe3M1 1  xMgM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  1  0  0  0  
-  make  3       mgts  1   acm  1    jd  -1
-  delG(make)    4.80  0  -0.089         
- 
-ojd     1    3  xAlM1 1  xNaM2 1  xSiT 1/2  
-  check 0  0  0  0  0  0  0  1 
-  make  1    jd  1 
-  delG(tran)    18.8  0  0        
- 
-   
-   
-% ====================================================================
-
-cpx  10 1
-
-verbatim
-% =================================================================
-% Clinopyroxene: KNCFMASTOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-% 
-% E-m   Formula                             Mixing sites
-%                        M1                        M2                    T*         
-%                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na  K     Si  Al    
-% di    CaMgSi2O6        1   0   0   0   0   0     0   0   1   0   0     2   0     
-% cfs   Fe2Si2O6         0   1   0   0   0   0     0   1   0   0   0     2   0     
-% cats  CaAl2SiO6        0   0   1   0   0   0     0   0   1   0   0     1   1     
-% crdi  CaCrAlSiO6       0   0   0   0   1   0     0   0   1   0   0     1   1     
-% cess  CaFeAlSiO6       0   0   0   1   0   0     0   0   1   0   0     1   1     
-% cbuf  Ca1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   0   0   1   0   0     1   1     
-% jd    NaAlSi2O6        0   0   1   0   0   0     0   0   0   1   0     2   0     
-% cen   Mg2Si2O6         1   0   0   0   0   0     1   0   0   0   0     2   0     
-% cfm   MgFeSi2O6        1   0   0   0   0   0     0   1   0   0   0     2   0     - ordered intermediate
-% kjd   KAlSi2O6         0   0   1   0   0   0     0   0   0   0   1     2   0 
-% *use 1/4 entropy of mixing from T-site      
-%
-% x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
-% y -> 2 xAlT
-% o -> xFeM2 + xMgM2
-% n -> xNaM2
-% Q -> -x + xFeM1/(xFeM1 + xMgM1)         - order variable
-% f -> xFe3M1
-% c -> xCrM1
-% t -> xTiM1
-% k -> xKM2
-% --------------------------------------------------
-verbatim
-  
-  x(cpx)   0.075
-  y(cpx)   0.112
-  o(cpx)   0.05
-  n(cpx)   0.11
-  Q(cpx)  -0.0005  range  -1  1
-  f(cpx)   0.001
-  cr(cpx)  0.001
-  t(cpx)   0.001
-  k(cpx)   0.001
-% -------------------------------------------------
- 
-p(di)      1 1    1  4  -1  k  -1  n  -1  o  -1  y
- 
-p(cfs)     9 1    0  2   1  Q   1  x
-             2    0  1  -1  k    0  1  1  Q
-             2    0  1  -1  n    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  k    0  1  1  x
-             2    0  1  -1  n    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
-             2    0  1  -1  x    0  1  1  y
- 
-p(cats)    1 1    0  4  -1  cr  -1  f   1  y  -2  t
- 
-p(crdi)    1 1    0  1  1  cr
- 
-p(cess)    1 1    0  1  1  f
- 
-p(cbuf)     1 1    0  1  2  t
- 
-p(jd)      1 1    0  1  1  n
- 
-p(cen)     6 1    0  2   1  o   1  Q
-             2    0  1  -1  k    0  1  1  Q
-             2    0  1  -1  n    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  o    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
- 
-p(cfm)    10 1    0  2  -1  x  -2  Q
-             2    0  1  2  k    0  1  1  Q
-             2    0  1  2  n    0  1  1  Q
-             2    0  1  -2  Q    0  1  1  t
-             2    0  1  1  k    0  1  1  x
-             2    0  1  1  n    0  1  1  x
-             2    0  1  1  o    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  2  Q    0  1  1  y
-             2    0  1  1  x    0  1  1  y
- 
-p(kjd)     1 1    0  1  1  k
-% -------------------------------------------------
-asf
-W(di,cfs)    25.8  0  -0.03
-W(di,cats)   13.0  0  -0.06
-W(di,crdi)      8  0   0
-W(di,cess)      8  0   0
-W(di,cbuf)      0  0   0
-W(di,jd)       26  0   0
-W(di,cen)    29.8  0  -0.03
-W(di,cfm)    20.6  0  -0.03
-W(di,kjd)      26  0   0
-
-W(cfs,cats)     25  0  -0.1
-W(cfs,crdi)   38.3  0   0   %  24 - x,  x = -14.3
-W(cfs,cess)   43.3  0   0   %  24 - y,  y = -19.3
-W(cfs,cbuf)      0  0   0
-W(cfs,jd)       24  0   0
-W(cfs,cen)     2.3  0   0
-W(cfs,cfm)     3.5  0   0
-W(cfs,kjd)      24  0   0
-
-W(cats,crdi)    2  0   0
-W(cats,cess)    2  0   0
-W(cats,cbuf)    0  0   0
-W(cats,jd)      6  0   0
-W(cats,cen)  45.2  0  -0.35
-W(cats,cfm)    27  0  -0.1
-W(cats,kjd)     6  0   0
-
-W(crdi,cess)    2  0   0
-W(crdi,cbuf)    0  0   0
-W(crdi,jd)      3  0   0
-W(crdi,cen)  52.3  0   0   %  38 - x
-W(crdi,cfm)  40.3  0   0   %  26 - x
-W(crdi,kjd)     3  0   0
-
-W(cess,cbuf)    0  0   0
-W(cess,jd)      3  0   0
-W(cess,cen)  57.3  0   0   %  38 - y
-W(cess,cfm)  45.3  0   0   %  26 - y
-W(cess,kjd)     3  0   0
-
-W(cbuf,jd)      0  0   0
-W(cbuf,cen)     0  0   0
-W(cbuf,cfm)     0  0   0
-W(cbuf,kjd)     0  0   0
-
-W(jd,cen)      40  0   0
-W(jd,cfm)      40  0   0
-W(jd,kjd)      10  0   0
-
-W(cen,cfm)      4  0   0
-W(cen,kjd)     40  0   0
-
-W(cfm,kjd)     40  0   0
-
-
-di    1.2  0  0
-cfs   1.0  0  0
-cats  1.9  0  0
-crdi  1.9  0  0
-cess  1.9  0  0
-cbuf  1.9  0  0
-jd    1.2  0  0
-cen   1.0  0  0
-cfm   1.0  0  0
-kjd   1.2  0  0
-% -------------------------------------------------
-13
- 
-xMgM1      9 1    1  6  -1  k  -1  n  -1  Q   1  t  -1  x  -1  y
-             2    0  1  1  k    0  1  1  Q
-             2    0  1  1  n    0  1  1  Q
-             2    0  1  -1  Q    0  1  1  t
-             2    0  1  1  k    0  1  1  x
-             2    0  1  1  n    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  1  Q    0  1  1  y
-             2    0  1  1  x    0  1  1  y
- 
-xFeM1      9 1    0  2   1  Q   1  x
-             2    0  1  -1  k    0  1  1  Q
-             2    0  1  -1  n    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  k    0  1  1  x
-             2    0  1  -1  n    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
-             2    0  1  -1  x    0  1  1  y
- 
-xAlM1      1 1    0  6  -1  cr  -1  f   1  k   1  n   1  y  -2  t
- 
-xFe3M1     1 1    0  1  1  f
- 
-xCrM1      1 1    0  1  1  cr
- 
-xTiM1      1 1    0  1  1  t
- 
-xMgM2      6 1    0  2   1  o   1  Q
-             2    0  1  -1  k    0  1  1  Q
-             2    0  1  -1  n    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  o    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
- 
-xFeM2      6 1    0  1  -1  Q
-             2    0  1  1  k    0  1  1  Q
-             2    0  1  1  n    0  1  1  Q
-             2    0  1  -1  Q    0  1  1  t
-             2    0  1  1  o    0  1  1  x
-             2    0  1  1  Q    0  1  1  y
- 
-xCaM2      1 1    1  3  -1  k  -1  n  -1  o
- 
-xNaM2      1 1    0  1  1  n
- 
-xKM2       1 1    0  1  1  k
- 
-xSiT       1 1    1  1  -1/2  y
- 
-xAlT       1 1    0  1  1/2  y
-% -------------------------------------------------
- 
-di      1    3  xMgM1 1  xCaM2 1  xSiT 1/2  
-  check 0  0  0  0  0  0  0  0  0  
- 
-cfs      1    3  xFeM1 1  xFeM2 1  xSiT 1/2  
-  check 1  0  1  0  0  0  0  0  0  
-  make 1 fs 1
-  delG(tran)    2.1      -0.002      0.045
- 
-cats    1.4142    4  xAlM1 1  xCaM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  0  0  0  0  
- 
-crdi    1.4142    4  xCrM1 1  xCaM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  0  1  0  0  
-  make   3  disordered cats  1  kos  1  jd -1
-  delG(make)   -4.90  0  0        
- 
-cess    1.4142    4  xFe3M1 1  xCaM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  1  0  0  0  
-  make  3  disordered cats  1   acm  1    jd  -1
-  delG(make)  -3.45  0  0        
- 
-cbuf     2.8284   5  xMgM1 1/2  xTiM1 1/2  xCaM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  0  0  1/2  0  
-  make  4  disordered cats  1   per  1/2    ru  1/2  cor -1/2
-  delG(make)  1.75   -0.0012   -0.0050        
- 
-jd      1    3  xAlM1 1  xNaM2 1  xSiT 1/2  
-  check 0  0  0  1  0  0  0  0  0  
- 
-cen     1    3  xMgM1 1  xMgM2 1  xSiT 1/2  
-  check 0  0  1  0  0  0  0  0  0  
-  make 1 en 1
-  delG(tran)  3.5         -0.002       0.048  
- 
-cfm     1    3  xMgM1 1  xFeM2 1  xSiT 1/2  
-  check 1/2  0  1  0  -1/2  0  0  0  0  
-  make  2       en  1/2   fs  1/2
-  delG(od)   -1.6     -0.002      0.0465    
- 
-kjd     1    3  xAlM1 1  xKM2 1  xSiT 1/2  
-  check 0  0  0  0  0  0  0  0  1  
-  make  3  jd 1  abh -1 equilibrium san 1   
-  delG(make)  -3.75   0  1.189
-
-
-
-% ==================================================================================
-
-spn  8 1
-
-verbatim
-% =================================================================
-% Spinel: FMATOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-% 
-% coded by axe attack on 04 December 2015
-% 
-% E-m  Formula                          Mixing sites
-%                T                         M                                     
-%                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti      
-% nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel  
-% isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
-% nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
-% ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
-% nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
-% imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite   
-% pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite   
-% qndm Mg2TiO4   1     0     0     0       1     0     0     0     0     1    - qandilite 
-%
-% x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
-% y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
-% c -> xCrM
-% t -> 2 xTiM
-% Q1 -> -xMgM + xMgT    - order variable
-% Q2 -> -xFeM + xFeT    - order variable
-% Q3 -> -xFe3M + xFe3T  - order variable
-% --------------------------------------------------
-verbatim
-
-  x(spn)            0.1
-  y(spn)            0.05
-  c(spn)            0.05
-  t(spn)            0.05
-  Q1(spn)           0.2   % - order variable
-  Q2(spn)           0.2   % - order variable
-  Q3(spn)           0.2   % - order variable
-% -------------------------------------------------
- 
-p(nsp)     2 1    1/3  4  -1/3  x  -1  c  2/3  Q1  -2/3  t
-             2    0  1  -1/3  t    0  1  1  x
- 
-p(isp)     2 1    2/3  3  -1/3  t  -2/3  Q1  -2/3  x
-             2    0  1  -2/3  t    0  1  1  x
- 
-p(nhc)     4 1    0  4  1/3  x  -1/3  y  2/3  Q2  2/3  Q3
-             2    0  1  1/3  t    0  1  1  x
-             2    0  1  1/3  c    0  1  1  y
-             2    0  1  1/3  t    0  1  1  y
- 
-p(ihc)     4 1    0  4  -2/3  Q2  -2/3  Q3  2/3  x  -2/3  y
-             2    0  1  2/3  t    0  1  1  x
-             2    0  1  2/3  c    0  1  1  y
-             2    0  1  2/3  t    0  1  1  y
- 
-p(nmt)     3 1    0  2  1/3  y  -2/3  Q3
-             2    0  1  -1/3  c    0  1  1  y
-             2    0  1  -1/3  t    0  1  1  y
- 
-p(imt)     3 1    0  2  2/3  Q3  2/3  y
-             2    0  1  -2/3  c    0  1  1  y
-             2    0  1  -2/3  t    0  1  1  y
- 
-p(pcr)     1 1    0  1  1  c
- 
-p(qndm)    1 1    0  1  1  t
-% -------------------------------------------------
-sf
-W(nsp,isp)              -8.2         0         0
-W(nsp,nhc)               3.5         0         0
-W(nsp,ihc)             -13.0         0         0
-W(nsp,nmt)              43.2         0         0
-W(nsp,imt)              49.1         0         0
-W(nsp,pcr)              -5.0         0         0
-W(nsp,qndm)             22.5         0         0
-W(isp,nhc)               4.4         0         0
-W(isp,ihc)              -6.0         0         0
-W(isp,nmt)              36.8         0         0
-W(isp,imt)              20.0         0         0
-W(isp,pcr)              14.0         0         0
-W(isp,qndm)             21.5         0         0
-W(nhc,ihc)              -8.2         0         0
-W(nhc,nmt)              18.1         0         0
-W(nhc,imt)              49.0         0         0
-W(nhc,pcr)             -19.0         0         0
-W(nhc,qndm)             35.1         0         0
-W(ihc,nmt)              -4.0         0         0
-W(ihc,imt)               7.6         0         0
-W(ihc,pcr)             -11.0         0         0
-W(ihc,qndm)              9.0         0         0
-W(nmt,imt)              18.1         0         0
-W(nmt,pcr)              11.9         0         0
-W(nmt,qndm)             62.2         0         0
-W(imt,pcr)              -6.4         0         0
-W(imt,qndm)             24.3         0         0
-W(pcr,qndm)             60.0         0         0  % = 33.8 + Wpcrusp
- 
-% -------------------------------------------------
-10
- 
-xMgT       2 1    1/3  3  1/3  t  -1/3  x  2/3  Q1
-             2    0  1  -1/3  t    0  1  1  x
- 
-xFeT       2 1    0  2  1/3  x  2/3  Q2
-             2    0  1  1/3  t    0  1  1  x
- 
-xAlT       3 1    2/3  5  -1/3  t  -2/3  Q1  -2/3  Q2  -2/3  Q3  -2/3  y
-             2    0  1  2/3  c    0  1  1  y
-             2    0  1  2/3  t    0  1  1  y
- 
-xFe3T      3 1    0  2  2/3  Q3  2/3  y
-             2    0  1  -2/3  c    0  1  1  y
-             2    0  1  -2/3  t    0  1  1  y
- 
-xMgM       2 1    1/3  3  -1/3  Q1  1/3  t  -1/3  x
-             2    0  1  -1/3  t    0  1  1  x
- 
-xFeM       2 1    0  2  -1/3  Q2  1/3  x
-             2    0  1  1/3  t    0  1  1  x
- 
-xAlM       3 1    2/3  6  1/3  Q1  1/3  Q2  1/3  Q3  -1  c  -2/3  y  -5/6  t
-             2    0  1  2/3  c    0  1  1  y
-             2    0  1  2/3  t    0  1  1  y
- 
-xFe3M      3 1    0  2  -1/3  Q3  2/3  y
-             2    0  1  -2/3  c    0  1  1  y
-             2    0  1  -2/3  t    0  1  1  y
- 
-xCrM       1 1    0  1  1  c
- 
-xTiM       1 1    0  1  1/2  t
-% -------------------------------------------------
- 
-nsp      1    2  xMgT 1  xAlM 1  
-  make 1 ordered sp 1
-  delG(od)  0  0  0
-  check 0  0  0  0  1  0  0  
- 
-isp     2    3  xAlT 1  xMgM 1/2  xAlM 1/2  
-  make 1 ordered sp 1
-  delG(od)   23.6  -0.00576303  0
-  check 0  0  0  0  -1/2  0  0  
- 
-nhc     1    2  xFeT 1  xAlM 1  
-  make 1 ordered herc 1
-  delG(od)   0  0  0
-  check 1  0  0  0  0  1  0  
- 
-ihc     2    3  xAlT 1  xFeM 1/2  xAlM 1/2  
-  make 1 ordered  herc 1
-  delG(od)   23.6  -0.00576303  0
-  check 1  0  0  0  0  -1/2  0  
- 
-nmt     1    2  xFeT 1  xFe3M 1  
-  make 1 equilibrium  mt 1
-  delG(od)   0.0  0.00576303   0     
-  check 1  1  0  0  0  1  -1  
- 
-imt     2    3  xFe3T 1  xFeM 1/2  xFe3M 1/2  
-  make 1 equilibrium  mt 1
-  delG(od)   0.3  0  0     %  nmt + 0.3 kJ  to get mt-wu-iron point at 1 bar
-  check 1  1  0  0  0  -1/2  1/2  
- 
-pcr     1    2  xMgT 1  xCrM 1  
-  make 1 picr 1
-  % delG    0  0  0  
-  check 0  0  1  0  1  0  0  
- 
-qndm     2    3  xMgT 1  xMgM 1/2  xTiM 1/2  
-  check 0  0  0  1  1/2  0  0
-   make  1 qnd 1   
-   delG(mod)   -30  0  0  
-
-% ====================================================================
-
-hb  11  1
-
-verbatim
-% =================================================================
-% clinoamphibole: NCKFMASHTO
-%
-% Green, ECR, White, RW, Diener, JFA, Powell, R, Holland, TJB & 
-% Palin, RM (2016). Activity-composition relations for the calculation
-% of partial melting equilibria in metabasic rocks. 
-% Journal of Metamorphic Geology, 34, 845-869.
-% 
-% E-m  Formula                                         Mixing sites
-%                              A          M13     M2                M4            T1*      V             
-%                              v  Na K    Mg Fe   Mg Fe Al Fe3 Ti   Ca Mg Fe Na   Si Al   OH O       
-% tr   Ca2Mg5Si8O22(OH)2       1  0  0    3  0    2  0  0   0  0    2  0  0  0    4  0    2  0  tremolite
-% tsm  Ca2Mg3Al4Si6O22(OH)2    1  0  0    3  0    0  0  2   0  0    2  0  0  0    2  2    2  0  tschermakite
-% prgm NaCa2Mg4Al3Si6O22(OH)2  0  1  0    3  0    1  0  1   0  0    2  0  0  0    2  2    2  0  pargasite
-% glm  Na2Mg3Al2Si8O22(OH)2    1  0  0    3  0    0  0  2   0  0    0  0  0  2    4  0    2  0  glaucophane
-% cumm Mg7Si8O22(OH)2          1  0  0    3  0    2  0  0   0  0    0  2  0  0    4  0    2  0  cummingtonite
-% grnm Fe7Si8O22(OH)2          1  0  0    0  3    0  2  0   0  0    0  0  2  0    4  0    2  0  grunerite
-% a    Mg3Fe4Si8O22(OH)2       1  0  0    3  0    0  2  0   0  0    0  0  2  0    4  0    2  0  - ordered
-% b    Mg2Fe5Si8O22(OH)2       1  0  0    0  3    2  0  0   0  0    0  0  2  0    4  0    2  0  - ordered
-% mrb  Na2Mg3Fe2Si8O22(OH)2    1  0  0    3  0    0  0  0   2  0    0  0  0  2    4  0    2  0  magnesio-riebekite
-% kprg KCa2Mg4Al3Si6O22(OH)2   0  0  1    3  0    1  0  1   0  0    2  0  0  0    2  2    2  0  K-pargasite
-% tts  Ca2Mg3Al2Ti2Si6O24      1  0  0    3  0    0  0  0   0  2    2  0  0  0    2  2    0  2  Ti-tschermakite
-% *use 1/4 entropy of mixing from T-site  
-%
-% There is little information with which to estimate delH^formation for
-% any of these end-members in the Holland & Powell dataset. The dataset
-% value for the end-member tr is assumed to be correct, while the values
-% for the other end-members are calibrated relative to this during a-x
-% calibration.
-%
-% x -> (3 xFeM13 + 2 xFeM2 + 2 xFeM4)/(3 xFeM13 + 2 xFeM2 + 2 xFeM4 + 3 xMgM13 + 2 xMgM2 + 2 xMgM4) 
-% y -> xAlM2
-% z -> xNaM4
-% a -> xKA + xNaA
-% k -> xKA/(xKA + xNaA)
-% c -> xCaM4
-% f -> xFe3M2
-% t -> xTiM2
-% Q1 -> x - xFeM13/(xFeM13 + xMgM13)  - order variable
-% Q2 -> x - xFeM2/(xFeM2 + xMgM2)     - order variable
-% --------------------------------------------------
-verbatim 
-
-   x(hb)         0.575 
-   y(hb)         0.65 
-   z(hb)         0.35 
-   a(hb)         0.40 
-   k(hb)         0.1 
-   c(hb)         0.65 
-   f(hb)         0.1 
-   t(hb)         0.10 
-   Q1(hb)        0.0276   range -1 1 %  
-   Q2(hb)        0.275    range -1 1  % 
-% -------------------------------------------------
- 
-p(tr)      1 1    0  6  -1/2  a   1  c  -1  f  -1  t  -1  y   1  z
- 
-p(tsm)     1 1    0  4  -1/2  a   1  f   1  y  -1  z
- 
-p(prgm)    2 1    0  1   1  a
-             2    0  1  -1  a    0  1  1  k
- 
-p(glm)     1 1    0  2  -1  f   1  z
- 
-p(cumm)    6 1    1  5  -1  c  -1  Q2  -1  x  -1  z  -3/2  Q1
-             2    0  1  1  f    0  1  1  Q2
-             2    0  1  1  Q2    0  1  1  t
-             2    0  1  1  c    0  1  1  x
-             2    0  1  1  Q2    0  1  1  y
-             2    0  1  1  x    0  1  1  z
- 
-p(grnm)    9 1    0  3   1  x  -2  Q2  -5/2  Q1
-             2    0  1  2  f    0  1  1  Q2
-             2    0  1  2  Q2    0  1  1  t
-             2    0  1  1  c    0  1  1  x
-             2    0  1  -1  f    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  2  Q2    0  1  1  y
-             2    0  1  -1  x    0  1  1  y
-             2    0  1  1  x    0  1  1  z
- 
-p(a)       6 1    0  2   1  Q2  5/2  Q1
-             2    0  1  -1  f    0  1  1  Q2
-             2    0  1  -1  Q2    0  1  1  t
-             2    0  1  -1  c    0  1  1  x
-             2    0  1  -1  Q2    0  1  1  y
-             2    0  1  -1  x    0  1  1  z
- 
-p(b)       9 1    0  2  2  Q2  3/2  Q1
-             2    0  1  -2  f    0  1  1  Q2
-             2    0  1  -2  Q2    0  1  1  t
-             2    0  1  -1  c    0  1  1  x
-             2    0  1  1  f    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  -2  Q2    0  1  1  y
-             2    0  1  1  x    0  1  1  y
-             2    0  1  -1  x    0  1  1  z
- 
-p(mrb)     1 1    0  1  1  f
- 
-p(kprg)    1 2    0  1  1  a    0  1  1  k
- 
-p(tts)     1 1    0  1  1  t
-% -------------------------------------------------
-asf
-W(tr,tsm)                 20           0         0
-W(tr,prgm)                25           0         0
-W(tr,glm)                 65           0         0
-W(tr,cumm)                45           0         0
-W(tr,grnm)                75           0         0
-W(tr,a)                   57           0         0
-W(tr,b)                   63           0         0
-W(tr,mrb)                 52           0         0
-W(tr,kprg)                30           0         0
-W(tr,tts)                 85           0         0
-W(tsm,prgm)              -40           0         0
-W(tsm,glm)                25           0         0
-W(tsm,cumm)               70           0         0
-W(tsm,grnm)               80           0         0
-W(tsm,a)                  70           0         0
-W(tsm,b)                72.5           0         0
-W(tsm,mrb)                20           0         0
-W(tsm,kprg)              -40           0         0
-W(tsm,tts)                35	       0         0
-W(prgm,glm)               50           0         0
-W(prgm,cumm)              90           0         0
-W(prgm,grnm)           106.7           0         0
-W(prgm,a)               94.8           0         0
-W(prgm,b)               94.8           0         0
-W(prgm,mrb)               40           0         0
-W(prgm,kprg)               8 	       0         0
-W(prgm,tts)               15           0         0
-W(glm,cumm)              100           0         0
-W(glm,grnm)            113.5           0         0
-W(glm,a)                 100           0         0
-W(glm,b)               111.2           0         0
-W(glm,mrb)                 0           0         0
-W(glm,kprg)               54           0         0
-W(glm,tts)                75           0         0
-W(cumm,grnm)              33           0         0
-W(cumm,a)                 18           0         0
-W(cumm,b)                 23           0         0
-W(cumm,mrb)               80           0         0
-W(cumm,kprg)              87           0         0
-W(cumm,tts)              100           0         0
-W(grnm,a)                 12           0         0
-W(grnm,b)                  8           0         0
-W(grnm,mrb)               91           0         0
-W(grnm,kprg)              96           0         0
-W(grnm,tts)               65           0         0
-W(a,b)                    20           0         0
-W(a,mrb)                  80           0         0
-W(a,kprg)                 94           0         0
-W(a,tts)                  95           0         0
-W(b,mrb)                  90           0         0
-W(b,kprg)                 94           0         0
-W(b,tts)                  95           0         0
-W(mrb,kprg)               50           0         0
-W(mrb,tts)                50           0         0
-W(kprg,tts)               35           0         0
- 
-a(tr)                 1         0         0
-a(tsm)              1.5         0         0
-a(prgm)             1.7         0         0
-a(glm)              0.8         0         0
-a(cumm)               1         0         0
-a(grnm)               1         0         0
-a(a)                  1         0         0
-a(b)                  1         0         0
-a(mrb)              0.8         0         0
-a(kprg)             1.7         0         0
-a(tts)              1.5         0         0
-% -------------------------------------------------
-18
- 
-xvA        1 1    1  1  -1  a
- 
-xNaA       2 1    0  1   1  a
-             2    0  1  -1  a    0  1  1  k
- 
-xKA        1 2    0  1  1  a    0  1  1  k
- 
-xMgM13     1 1    1  2   1  Q1  -1  x
- 
-xFeM13     1 1    0  2  -1  Q1   1  x
- 
-xMgM2      7 1    1  5  -1  f   1  Q2  -1  t  -1  x  -1  y
-             2    0  1  -1  f    0  1  1  Q2
-             2    0  1  -1  Q2    0  1  1  t
-             2    0  1  1  f    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  -1  Q2    0  1  1  y
-             2    0  1  1  x    0  1  1  y
- 
-xFeM2      7 1    0  2  -1  Q2   1  x
-             2    0  1  1  f    0  1  1  Q2
-             2    0  1  1  Q2    0  1  1  t
-             2    0  1  -1  f    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  1  Q2    0  1  1  y
-             2    0  1  -1  x    0  1  1  y
- 
-xAlM2      1 1    0  1  1  y
- 
-xFe3M2     1 1    0  1  1  f
- 
-xTiM2      1 1    0  1  1  t
- 
-xCaM4      1 1    0  1  1  c
- 
-xMgM4      6 1    1  5  -1  c  -1  Q2  -1  x  -1  z  -3/2  Q1
-             2    0  1  1  f    0  1  1  Q2
-             2    0  1  1  Q2    0  1  1  t
-             2    0  1  1  c    0  1  1  x
-             2    0  1  1  Q2    0  1  1  y
-             2    0  1  1  x    0  1  1  z
- 
-xFeM4      6 1    0  3   1  Q2   1  x  3/2  Q1
-             2    0  1  -1  f    0  1  1  Q2
-             2    0  1  -1  Q2    0  1  1  t
-             2    0  1  -1  c    0  1  1  x
-             2    0  1  -1  Q2    0  1  1  y
-             2    0  1  -1  x    0  1  1  z
- 
-xNaM4      1 1    0  1  1  z
- 
-xSiT1      1 1    1  5  -1/2  f  -1/2  t  -1/2  y  1/2  z  -1/4  a
- 
-xAlT1      1 1    0  5  1/2  f  1/2  t  1/2  y  -1/2  z  1/4  a
- 
-xOHV       1 1    1  1  -1  t
- 
-xOV        1 1    0  1  1  t
-% -------------------------------------------------
- 
-tr      1    6  xvA 1  xMgM13 3  xMgM2 2  xCaM4 2  xSiT1 1  xOHV 2  
-  check 0  0  0  0  0  1  0  0  0  0  
- 
-tsm     2    7  xvA 1  xMgM13 3  xAlM2 2  xCaM4 2  xSiT1 1/2  xAlT1 1/2  xOHV 2  
-  check 0  1  0  0  0  1  0  0  0  0  
-  make  1       ts    1
-  delG(mod)             10              0           0
- 
-prgm    8    8  xNaA 1  xMgM13 3  xMgM2 1  xAlM2 1  xCaM4 2  xSiT1 1/2  xAlT1 1/2  xOHV 2  
-  check 0  1/2  0  1  0  1  0  0  0  0  
-  make  1     parg    1
-  delG(mod)          -10              0           0
- 
-glm     1    6  xvA 1  xMgM13 3  xAlM2 2  xNaM4 2  xSiT1 1  xOHV 2  
-  check 0  1  1  0  0  0  0  0  0  0  
-  make  1       gl    1
-  delG(mod)           -3              0           0
- 
-cumm    1    6  xvA 1  xMgM13 3  xMgM2 2  xMgM4 2  xSiT1 1  xOHV 2  
-  check 0  0  0  0  0  0  0  0  0  0  
- 
-grnm    1    6  xvA 1  xFeM13 3  xFeM2 2  xFeM4 2  xSiT1 1  xOHV 2  
-  check 1  0  0  0  0  0  0  0  0  0  
-  make  1     grun    1
-  delG(mod)             -3              0           0
- 
-a       1    6  xvA 1  xMgM13 3  xFeM2 2  xFeM4 2  xSiT1 1  xOHV 2  
-  check 4/7  0  0  0  0  0  0  0  4/7  -3/7  
-  make  2     cumm  3/7 grun  4/7
-  delG(od)      -11.2              0           0
- 
-b       1    6  xvA 1  xFeM13 3  xMgM2 2  xFeM4 2  xSiT1 1  xOHV 2  
-  check 5/7  0  0  0  0  0  0  0  -2/7  5/7  
-  make  2     cumm  2/7 grun  5/7
-  delG(od)       -13.8              0           0
- 
-mrb     1    6  xvA 1  xMgM13 3  xFe3M2 2  xNaM4 2  xSiT1 1  xOHV 2  
-  check 0  0  1  0  0  0  1  0  0  0  
-  make  3      gl 1   gr -1 andr 1
-  delG(make)        0              0           0
- 
-kprg    8    8  xKA 1  xMgM13 3  xMgM2 1  xAlM2 1  xCaM4 2  xSiT1 1/2  xAlT1 1/2  xOHV 2  
-  check 0  1/2  0  1  1  1  0  0  0  0  
-  make  3        mu  1   pa   -1  parg  1
-  delG(make)     -7.06      0.020       0
- 
-tts     2    7  xvA 1  xMgM13 3  xTiM2 2  xCaM4 2  xSiT1 1/2  xAlT1 1/2  xOV 2  
-  check 0  0  0  0  0  1  0  1  0  0  
-  make  3      dsp   -2   ru    2    ts  1
-  delG(make)      95           0         0
-
-
-
-% ====================================================================
-
-ilm 3   1
-
-verbatim
-% =================================================================
-% Ilmenite: FTO
-%
-% White, RW, Powell, R, Holland, TJB & Worley, BA (2000) The effect of TiO2 and
-% Fe2O3 on metapelitic assemblages at greenschist and amphibolite facies conditions:
-% mineral equilibria calculations in the system K2O-FeO-MgO-Al2O3-SiO2-H2O-TiO2-Fe2O3.
-% Journal of Metamorphic Geology, 18, 497-511.
-%
-% E-m   Formula    Mixing sites
-% 		   A            B
-                   Fe2 Ti Fe3   Fe2 Ti Fe3
-% oilm  FeTiO3      1   0   0    0   1   0     - ordered ilm
-% dilm  FeTiO3     1/2 1/2  0   1/2 1/2  0     - disordered ilm
-% dhem  Fe2O3       0   0   1    0   0   1     - disordered hem
-%
-% x(ilm) = 1 - xFe3A
-% Q(ilm) = x(Fe2,A) - x(Fe2,B)    - order variable
-% NOTE: Q(ilm) must have a range of -x to +x
-% --------------------------------------------------
-verbatim
-
- x(ilm) 0.80           
- Q(ilm) 0.55   range -0.99 0.99   
-
-% --------------------------------------------------
- 
-
-% psub = {ph -> 1 - x, po -> Q, pd -> x - Q};
-
-  p(oilm)  1 1    0  1  1  Q
-  
-  p(dilm)  1 1    0  2  1  x -1  Q
-  
-  p(dhem)  1 1    1  1 -1  x 
-  
-% --------------------------------------------------
-
- sf
-  
-  W(oilm,dilm)   15.6  0  0 
-  W(oilm,dhem)   26.6  0  0
-  W(dilm,dhem)     11  0  0    
- 
-% --------------------------------------------------
-  6     % site fractions
-
-  xFe2A  1 1    0  2  1/2  x  1/2  Q
-  
-  xTiA   1 1    0  2  1/2  x -1/2  Q
-    
-  xFe3A  1 1    1  1 -1  x 
-    
-  xFe2B  1 1    0  2  1/2  x -1/2  Q
-    
-  xTiB   1 1    0  2  1/2  x  1/2  Q
-    
-  xFe3B  1 1    1  1 -1  x   
-  
-  
-% --------------------------------------------------
-
-   oilm      1  2    xFe2A  1  xTiB  1    
-         make  1 disordered ilm  1
-         delG(od)  -13.6075 0.009426 0  % DQF - dH + R Log[4]; dH = 15.6
-         check 1 1
-               
-   dilm      4  4    xFe2A  1/2   xTiA  1/2   xFe2B  1/2   xTiB  1/2    
-         make  1 disordered ilm  1
-         delG(od)    1.9928 -0.0021 0    % DQF = G(equil,Landau) - G(equil,SF) 
-         check 1 0
-                
-   dhem      1  2    xFe3A  1  xFe3B  1     
-         check 0 0
-         make 1 disordered  hem 1
-	 % DQF  0  0  0
-
-% ====================================================================  
-ky q  ru  mt sph sill san H2O an
-*
-
diff --git a/python/deprecated/EM_extract_from_SS.ipynb b/python/deprecated/EM_extract_from_SS.ipynb
deleted file mode 100755
index d96eb10d..00000000
--- a/python/deprecated/EM_extract_from_SS.ipynb
+++ /dev/null
@@ -1,276 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import matplotlib.pyplot as plt\n",
-    "import numpy as np\n",
-    "import math  as math\n",
-    "from   scipy.optimize import minimize\n",
-    "from   sympy import *"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "code_folding": [
-     10,
-     29
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "#first clean up the end-member file, remove first and last lines of the file\n",
-    "path = './database_Igneous_H2018/tc-ds634.txt'\n",
-    "gem = open(path,'r')\n",
-    "\n",
-    "#declare endmember structure, name + thermodynamic data\n",
-    "em = {}\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "c=1;\n",
-    "for line in gem:\n",
-    "    words = line.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    em[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "        \n",
-    "pp = {};       \n",
-    "for name in em:\n",
-    "    #Chemical composition\n",
-    "    el_comp = np.zeros(19);\n",
-    "    chem_comp = np.zeros(11);\n",
-    "    \n",
-    "    y  = 1;\n",
-    "    l = len(em[name][0])-1;\n",
-    "\n",
-    "    while y < l:\n",
-    "        el_comp[int(em[name][0][y])-1] = em[name][0][y+1];\n",
-    "        y = y + 2;\n",
-    "\n",
-    "    #Normalization of endmember composition\n",
-    "    chem_comp = [el_comp[0], el_comp[2]/2, el_comp[6], el_comp[4], el_comp[3], el_comp[8]/2,el_comp[7]/2, el_comp[1],el_comp[9], el_comp[18]/2,el_comp[10]/2];\n",
-    "\n",
-    "    if 2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10] != el_comp[8]:\n",
-    "        chem_comp[8] =  chem_comp[8] - (2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10]);\n",
-    "        \n",
-    "    pp[name] = chem_comp"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[1, 2, 3, 19, 4, 5, 7, 8, 9, 10, 11]\n"
-     ]
-    }
-   ],
-   "source": [
-    "pp = []   \n",
-    "for i in em:\n",
-    "    pp.append(i) \n",
-    "    \n",
-    "# Si 1\n",
-    "# Ti 2\n",
-    "# Al 3\n",
-    "# Cr 19\n",
-    "# Fe 4\n",
-    "# Mg 5\n",
-    "# Ca 7\n",
-    "# Na 8\n",
-    "# K 9\n",
-    "# O 10\n",
-    "# H 11\n",
-    "\n",
-    "ox   = [1,2,3,19,4,5,7,8,9,10,11]\n",
-    "noDB = []\n",
-    "for i in em:\n",
-    "#     print(em[i][0])\n",
-    "    for x in range(1, len(em[i][0])-1, 2):\n",
-    "        if em[i][0][x] not in ox:\n",
-    "            noDB.append(i)\n",
-    "            \n",
-    "print(ox)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# open solid solution file\n",
-    "path = './database_Igneous_H2018/tc-ig50NCKFMASHTOCr.txt'\n",
-    "gss = open(path,'r')\n",
-    "ph_list = ['liq', 'fl', 'pli', 'plc', 'ol', 'ksp', 'mu', 'bi', 'g', 'ep', 'cd', 'opx', 'cpx', 'spn', 'hb', 'ilm','']\n",
-    "#declare solid-solution structure\n",
-    "ph_em = {};\n",
-    "\n",
-    "#read thermocalc solid solution file\n",
-    "ss = 0;\n",
-    "ls = 0\n",
-    "for line in gss:\n",
-    "    words = line.split()\n",
-    "    count = len(words)\n",
-    "    \n",
-    "    if count > 0:\n",
-    "        if words[0] == ph_list[ss]:\n",
-    "            nam = words[0];\n",
-    "            ph_em[nam] = [];\n",
-    "            ss += 1\n",
-    "            ls = 0\n",
-    "            \n",
-    "        if words[0][0:2] == 'p(':\n",
-    "            ph_em[nam].append(words[0][2:-1])\n",
-    "            \n",
-    "        if words[0] == 'make':\n",
-    "            for i in words:\n",
-    "                if i in pp:\n",
-    "                    ph_em[nam].append(i)\n",
-    "\n",
-    "            ls += 1\n",
-    "                    \n",
-    "            \n",
-    "    if ss == len(ph_list):\n",
-    "        break"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "['q4L', 'sl1L', 'wo1L', 'fo2L', 'fa2L', 'jdL', 'hmL', 'ekL', 'tiL', 'kjL', 'ctL', 'h2o1L', 'qL', 'silL', 'woL', 'foL', 'faL', 'abL', 'qL', 'hemL', 'eskL', 'ruL', 'kspL', 'qL', 'woL', 'silL', 'qL', 'h2oL', 'qfL', 'slfL', 'wofL', 'fofL', 'fafL', 'jdfL', 'hmfL', 'ekfL', 'tifL', 'kjfL', 'H2O', 'qL', 'silL', 'woL', 'foL', 'faL', 'abL', 'qL', 'hemL', 'eskL', 'ruL', 'kspL', 'qL', 'abhI', 'an', 'san', 'abh', 'abh', 'anC', 'san', 'an', 'mont', 'fa', 'fo', 'cfm', 'fa', 'fo', 'san', 'abh', 'anC', 'an', 'mu', 'cel', 'fcel', 'pa', 'mam', 'fmu', 'ma', 'andr', 'gr', 'mu', 'phl', 'annm', 'obi', 'east', 'tbi', 'fbi', 'ann', 'ann', 'phl', 'br', 'phl', 'ru', 'andr', 'east', 'gr', 'py', 'alm', 'gr', 'andr', 'knom', 'tig', 'knor', 'py', 'per', 'ru', 'cor', 'cz', 'ep', 'fep', 'crd', 'fcrd', 'hcrd', 'en', 'fs', 'fm', 'odi', 'mgts', 'cren', 'obuf', 'mess', 'ojd', 'en', 'fs', 'di', 'mgts', 'kos', 'jd', 'mgts', 'per', 'ru', 'cor', 'mgts', 'acm', 'jd', 'jd', 'di', 'cfs', 'cats', 'crdi', 'cess', 'cbuf', 'jd', 'cen', 'cfm', 'kjd', 'fs', 'cats', 'kos', 'jd', 'cats', 'acm', 'jd', 'cats', 'per', 'ru', 'cor', 'en', 'en', 'fs', 'jd', 'abh', 'san', 'nsp', 'isp', 'nhc', 'ihc', 'nmt', 'imt', 'pcr', 'qndm', 'sp', 'sp', 'herc', 'herc', 'mt', 'mt', 'picr', 'qnd', 'tr', 'tsm', 'prgm', 'glm', 'cumm', 'grnm', 'a', 'b', 'mrb', 'kprg', 'tts', 'ts', 'parg', 'gl', 'grun', 'cumm', 'grun', 'cumm', 'grun', 'gl', 'gr', 'andr', 'mu', 'pa', 'parg', 'dsp', 'ru', 'ts', 'oilm', 'dilm', 'dhem', 'ilm', 'ilm', 'hem']\n",
-      "211\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "em_in_ss = []\n",
-    "for i in ph_em:\n",
-    "    for j in ph_em[i]:\n",
-    "        em_in_ss.append(j)\n",
-    "        \n",
-    "print((em_in_ss))\n",
-    "print(len(em_in_ss))\n",
-    "print('')\n",
-    "# print(sorted(pp))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "['H2O', 'lrn', 'chum', 'chdr', 'mwd', 'fwd', 'mrw', 'frw', 'mpv', 'fpv', 'apv', 'npv', 'ppv', 'cpv', 'mak', 'fak', 'maj', 'nagt', 'ski', 'uv', 'osma', 'osmm', 'osfa', 'vsv', 'and', 'ky', 'sill', 'smul', 'amul', 'tpz', 'mst', 'fst', 'mctd', 'fctd', 'merw', 'zo', 'law', 'mpm', 'fpm', 'jgd', 'geh', 'ak', 'rnk', 'phA', 'phD', 'phE', 'shB', 'sph', 'cstn', 'tcn', 'pren', 'hen', 'hfs', 'hed', 'caes', 'wo', 'pswo', 'wal', 'fact', 'fgl', 'nyb', 'rieb', 'anth', 'fanth', 'ged', 'spr4', 'spr5', 'fspr', 'mcar', 'fcar', 'deer', 'naph', 'tan', 'clin', 'ames', 'afchl', 'daph', 'sud', 'fsud', 'prl', 'ta', 'fta', 'tats', 'tap', 'nta', 'minn', 'minm', 'kao', 'pre', 'fpre', 'chr', 'liz', 'glt', 'fstp', 'mstp', 'atg', 'ab', 'mic', 'kcm', 'wa', 'hol', 'q', 'trd', 'crst', 'coe', 'stv', 'ne', 'cg', 'cgh', 'macf', 'mscf', 'fscf', 'nacf', 'cacf', 'manal', 'nanal', 'msnal', 'fsnal', 'canal', 'kls', 'lc', 'wrk', 'lmt', 'heu', 'stlb', 'anl', 'lime', 'fper', 'wu', 'mcor', 'esk', 'geik', 'mft', 'usp', 'gth', 'iron']\n",
-      "136\n"
-     ]
-    }
-   ],
-   "source": [
-    "gas  = ['O2', 'H2']\n",
-    "aqSp = ['AlOH3', 'KOH', 'aqSi']\n",
-    "liq  = ['perL', 'limL', 'corL', 'enL', 'diL', 'anL', 'neL', 'lcL']\n",
-    "#i not in em_in_ss and\n",
-    "final_em = ['H2O']\n",
-    "for i in pp:\n",
-    "    if  i not in noDB and i not in gas and i not in aqSp and i not in liq and i not in em_in_ss:\n",
-    "        final_em.append(i)\n",
-    "        \n",
-    "print(final_em)\n",
-    "print(len(final_em))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.9"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/python/deprecated/MAGEMin_ol_PC.txt b/python/deprecated/MAGEMin_ol_PC.txt
deleted file mode 100644
index e69de29b..00000000
diff --git a/python/deprecated/MAGEMin_tc-ds634.txt b/python/deprecated/MAGEMin_tc-ds634.txt
deleted file mode 100644
index ff8e7b03..00000000
--- a/python/deprecated/MAGEMin_tc-ds634.txt
+++ /dev/null
@@ -1,2331 +0,0 @@
-struct em_db arr_em_db[291] = {
-    {
-        "fo",
-        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},
-        {-2172.45, 0.0951, 4.366},
-        {0.2333, 1.494e-06, -603.8, -1.8697},
-        {2.85e-05, 1285.0, 3.84, -0.003, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {810.0,0.00182,-140.0}
-    },
-    {
-        "fa",
-        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},
-        {-1477.52, 0.151, 4.631},
-        {0.2011, 1.733e-05, -1960.6, -0.9009},
-        {2.82e-05, 1256.0, 4.68, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {510.0,0.00062,-108.0}
-    },
-    {
-        "teph",
-        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 5.0},
-        {-1733.86, 0.1559, 4.899},
-        {0.2196, 0.0, -1292.7, -1.3083},
-        {2.86e-05, 1256.0, 4.68, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {510.0,0.00062,-108.0}
-    },
-    {
-        "lrn",
-        {1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},
-        {-2306.86, 0.1276, 5.16},
-        {0.2475, -3.206e-06, 0.0, -2.0519},
-        {2.9e-05, 985.0, 4.07, -0.0041, 1.0, 1710.0, 0.01003, 0.05, 0.0, 0.0, 0.0},
-        {510.0,0.00062,-108.0}
-    },
-    {
-        "mont",
-        {1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},
-        {-2251.16, 0.1095, 5.148},
-        {0.2507, -1.0433e-05, -797.2, -1.9961},
-        {2.87e-05, 1134.0, 3.87, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {510.0,0.00062,-108.0}
-    },
-    {
-        "chum",
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-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0},
-        {-948.48, 0.001, 1.7032},
-        {0.1118, 0.0, 0.0, 0.0},
-        {0.0002901, 149.0, 8.0, -0.034, -0.035, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {1e-16,0.0,0.0}
-    },
-    {
-        "bdyL",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0},
-        {-1031.87, 0.0489, 1.83},
-        {0.09, 0.0, 0.0, 0.0},
-        {0.0002, 149.0, 8.0, -0.034, -0.03, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "H+",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},
-        {0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Cl-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {-167.08, 0.05673, 1.779},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1414, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "OH-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.5, 2.0},
-        {-230.02, -0.01071, -0.418},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1372, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Na+",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},
-        {-240.3, 0.0584, -0.111},
-        {0.0, 0.0001913, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0306, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "K+",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},
-        {-252.17, 0.10104, 0.906},
-        {0.0, 7.27e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0072, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Ca++",
-        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-543.3, -0.0565, -1.806},
-        {0.0, -6.9e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0463, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Mg++",
-        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-465.96, -0.1381, -2.155},
-        {0.0, -4.62e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0265, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Fe++",
-        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-90.42, -0.10711, -2.22},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0339, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "Al+++",
-        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.5, 0.0, 0.0, 1.0},
-        {-527.23, -0.3163, -4.44},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1427, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "CO3--",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 3.0},
-        {-675.23, -0.05, -0.502},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.2908, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "AlOH3",
-        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5, 7.0},
-        {-1251.85, 0.0536, 0.0},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1015, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "AlOH4-",
-        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 2.0, 9.0},
-        {-1495.78, 0.1269, 0.0},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0965, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "KOH",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 1.0, 0.0, 0.5, 4.0},
-        {-473.62, 0.10962, -0.8},
-        {0.0, 9.45e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0293, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "HCl",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},
-        {-162.13, 0.05673, 1.779},
-        {0.0, 9.03e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.054, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "KCl",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},
-        {-400.03, 0.18481, 4.409},
-        {0.0, 5.43e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.038, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "NaCl",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},
-        {-399.88, 0.12609, 2.226},
-        {0.0, 0.0001913, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "CaCl2",
-        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-877.06, 0.046, 3.26},
-        {0.0, 0.0001369, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0343, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "CaCl+",
-        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-701.28, 0.02736, 0.574},
-        {0.0, -6.9e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.04, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "MgCl2",
-        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-796.08, -0.02243, 2.92},
-        {0.0, 0.0002399, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0186, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "MgCl+",
-        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-632.48, -0.08137, 0.126},
-        {0.0, -4.62e-05, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1126, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "FeCl2",
-        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},
-        {-375.34, 0.10988, 2.7},
-        {0.0, 0.0004503, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0124, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "aqSi",
-        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},
-        {-887.76, 0.04635, 1.832},
-        {0.0, 0.0001775, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0283, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "HS-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},
-        {-16.11, 0.0682, 2.065},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.092, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "HSO3-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5, 0.0, 0.5, 4.0},
-        {-626.22, 0.13975, 3.33},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0058, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "SO42-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 4.0},
-        {-909.6, 0.01883, 1.388},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.268, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    },
-    {
-        "HSO4-",
-        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 0.0, 0.5, 5.0},
-        {-889.1, 0.12552, 3.52},
-        {0.0, 0.0, 0.0, 0.0},
-        {0.0, 0.0, 0.0, 0.0, -1.0, 0.022, 0.0, 0.0, 0.0, 0.0, 0.0},
-        {0.0,0.0,0.0}
-    }
-};
-
diff --git a/python/deprecated/P2X.ipynb b/python/deprecated/P2X.ipynb
deleted file mode 100755
index ed2b5bc4..00000000
--- a/python/deprecated/P2X.ipynb
+++ /dev/null
@@ -1,766 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# Script to generate a function that converts endmember fraction to x-eos for the Thermocalc formulation\n",
-    "# see Holland et al., 2011, 2018 for more detais on the formulation\n",
-    "# last update 25.01.22, NR\n",
-    "\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "from   sympy import *"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# FLUIDS\n",
-    "\n",
-    "p0  = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "p1  = sympify('sl');\n",
-    "p2  = sympify('wo');\n",
-    "p3  = sympify('fo');\n",
-    "p4  = sympify('fa');\n",
-    "p5  = sympify('jd');\n",
-    "p6  = sympify('hm');\n",
-    "p7  = sympify('ek');\n",
-    "p8  = sympify('ti');\n",
-    "p9  = sympify('kj');\n",
-    "p10 = sympify('h2o');\n",
-    "\n",
-    "wo  = sympify('p1');\n",
-    "sl  = sympify('p2');\n",
-    "fo  = sympify('p3');\n",
-    "fa  = sympify('p4');\n",
-    "jd  = sympify('p5');\n",
-    "hm  = sympify('p6');\n",
-    "ek  = sympify('p7');\n",
-    "ti  = sympify('p8');\n",
-    "kj  = sympify('p9');\n",
-    "h2o = sympify('p10');"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#  PLC\n",
-    "\n",
-    "p0 = sympify('1 - k - ca');\n",
-    "p1 = sympify('ca');\n",
-    "p2 = sympify('k');\n",
-    "\n",
-    "ca = sympify('p1');\n",
-    "k  = sympify('p2');    \n",
-    "\n",
-    "list_sym = [x,c,Q]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# OLIVINE\n",
-    "\n",
-    "p0 = sympify('c');\n",
-    "p1 = sympify('-Q + x');\n",
-    "p2 = sympify('1 - c - Q - x + c*x');\n",
-    "p3 = sympify('2*Q + (-c)*x');\n",
-    "\n",
-    "x = sympify('(2.0*p1+p3)/(2.0-p0)');\n",
-    "c = sympify('p0');\n",
-    "Q = sympify('-p0 - p2 + 1.0 + (p0 - 1.0)*(2.0*p1 + p3)/(2.0 - p0)');\n",
-    "\n",
-    "list_sym = [x,c,Q]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST OLIVINE P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.10258677,0.00274599,0.00015588];\n",
-    "    p0 = 0.00275;\n",
-    "    p1 = 0.10243;\n",
-    "    p2 = 0.89479;\n",
-    "    p3 = 0.00003;\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# KSP\n",
-    "\n",
-    "p0 = sympify('1- ca - na');\n",
-    "p1 = sympify('na');\n",
-    "p2 = sympify('ca');\n",
-    "\n",
-    "na = sympify('p1');\n",
-    "ca = sympify('p2');\n",
-    "\n",
-    "list_sym = [na,ca]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# CORDIERITE\n",
-    "\n",
-    "p0 = sympify('1 - h - x');\n",
-    "p1 = sympify('x');\n",
-    "p2 = sympify('h');\n",
-    "\n",
-    "x = sympify('p1');\n",
-    "h = sympify('p2');\n",
-    "\n",
-    "list_sym = [x,h]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# EPIDOTE\n",
-    "\n",
-    "p0 = sympify('1 - f - Q');\n",
-    "p1 = sympify('2*Q');\n",
-    "p2 = sympify('f - Q');\n",
-    "\n",
-    "f = sympify('p2 + p1/2.0');\n",
-    "Q = sympify('p1/2.0');"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# ILMENITE\n",
-    "\n",
-    "p0 = sympify('Q');\n",
-    "p1 = sympify('x - Q');\n",
-    "p2 = sympify('1 - x');\n",
-    "\n",
-    "x = sympify('p1+p0');\n",
-    "Q = sympify('p0');   \n",
-    "    \n",
-    "list_sym = [x,Q]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST ILM P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.95945717,0.87287637];\n",
-    "    p0 = 0.87288;\n",
-    "    p1 = 0.08658;\n",
-    "    p2 = 0.04054;\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# BIOTITE\n",
-    "\n",
-    "p0 = sympify('1 - f - t - x - y - 2/3*Q + f*x + t*x + x*y');\n",
-    "p1 = sympify('-1/3*Q + x');\n",
-    "p2 = sympify('Q + (-f)*x + (-t)*x + (-x)*y');\n",
-    "p3 = sympify('y');\n",
-    "p4 = sympify('t');\n",
-    "p5 = sympify('f');\n",
-    "\n",
-    "x = sympify('(p0-2.0*p1+p5+p4+p3 -1.0)/(p3+p4+p5-3.0)');\n",
-    "y = sympify('p3');\n",
-    "f = sympify('p5');\n",
-    "t = sympify('p4');\n",
-    "Q = sympify('3.0*( (p0-2.0*p1+p5+p4+p3 -1.0)/(p3+p4+p5-3.0) -p1)');\n",
-    "\n",
-    "list_sym = [x,y,f,t,Q]\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST BI P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.43585955,0.12492358,0.01386294,0.10302766,0.22376818];\n",
-    "    p0 = 0.27854;\n",
-    "    p1 = 0.36127;\n",
-    "    p2 = 0.11837;\n",
-    "    p3 = 0.12492;\n",
-    "    p4 = 0.10303;\n",
-    "    p5 = 0.01386;\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# MUSCOVITE\n",
-    "\n",
-    "p0 = sympify('-c - f - n + y');\n",
-    "p1 = sympify('1. - x - y + x*y');\n",
-    "p2 = sympify('x + (-x)*y');\n",
-    "p3 = sympify('n');\n",
-    "p4 = sympify('c');\n",
-    "p5 = sympify('f');\n",
-    "\n",
-    "x = sympify('p2/(1-(p0+p4+p5+p3))');\n",
-    "y = sympify('p0+p4+p5+p3');\n",
-    "f = sympify('p5');\n",
-    "n = sympify('p3');\n",
-    "c = sympify('p4');\n",
-    "\n",
-    "\n",
-    "list_sym = [x,y,f,n,c]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST MU P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.14210295,0.64449219,0.00749048,0.01148874,0.00453183];\n",
-    "    p0 = 0.62098;\n",
-    "    p1 = 0.30499;\n",
-    "    p2 = 0.05052;\n",
-    "    p3 = 0.01149;\n",
-    "    p4 = 0.00453;\n",
-    "    p5 = 0.00749;\n",
-    "    \n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# GARNET\n",
-    "    \n",
-    "p0 = sympify('1 - c - cr - x - 4*t + c*x');\n",
-    "p1 = sympify('x + (-c)*x');\n",
-    "p2 = sympify('c - f');\n",
-    "p3 = sympify('f');\n",
-    "p4 = sympify('cr');\n",
-    "p5 = sympify('4*t');\n",
-    "\n",
-    "x  = sympify('(p0+p4+p5+p2+p3-1.0)/(-1.0+p2+p3)');\n",
-    "c  = sympify('p2+p3');\n",
-    "f  = sympify('p3');\n",
-    "cr = sympify('p4');\n",
-    "t  = sympify('p5/4.0');\n",
-    "\n",
-    "\n",
-    "list_sym = [x,c,f,cr,t]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST G P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.17586527,0.14076493,0.02172293,0.04200490,0.01551612];\n",
-    "    p0 = 0.60406;\n",
-    "    p1 = 0.15111;\n",
-    "    p2 = 0.11904;\n",
-    "    p3 = 0.02172;\n",
-    "    p4 = 0.04200;\n",
-    "    p5 = 0.06206;\n",
-    "\n",
-    "    \n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# CLINOPYROXENE\n",
-    "\n",
-    "p0 = sympify('1 - k - n - o - y');\n",
-    "p1 = sympify('Q + x + (-k)*Q + (-n)*Q + Q*t + (-k)*x + (-n)*x + t*x + (-Q)*y + (-x)*y');\n",
-    "p2 = sympify('-cr - f + y - 2*t');\n",
-    "p3 = sympify('cr');\n",
-    "p4 = sympify('f');\n",
-    "p5 = sympify('2*t');\n",
-    "p6 = sympify('n');\n",
-    "p7 = sympify('o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x + (-Q)*y');\n",
-    "p8 = sympify('-x - 2*Q + 2*k*Q + 2*n*Q + (-2*Q)*t + k*x + n*x + o*x + (-t)*x + 2*Q*y + x*y');\n",
-    "p9 = sympify('k');\n",
-    "\n",
-    "x = sympify('(2*p1 + p8)/(p1 - p2 - p3 - p4 - 0.5*p5 - p6 + p7 + p8 - p9 + 1.0)');\n",
-    "y = sympify('p2 + p3 + p4 + p5');\n",
-    "o = sympify('p1+p7+p8');\n",
-    "n = sympify('p6');\n",
-    "Q = sympify('(p7 + ((2*p1 + p8)/(p1 - p2 - p3 - p4 - 0.5*p5 - p6 + p7 + p8 - p9 + 1.0) - 1.0)*(p1 + p7 + p8))/(-p2 - p3 - p4 - 0.5*p5 - p6 - p9 + 1.0)');\n",
-    "f = sympify('p4');\n",
-    "cr = sympify('p3');\n",
-    "t = sympify('p5/2.0');\n",
-    "k = sympify('p9');\n",
-    "\n",
-    "list_sym = [x,y,o,n,Q,f,cr,t,k]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST CPX P2X ########################\n",
-    "test     = 0\n",
-    "if test == 1:\n",
-    "    xeos_ref = [0.38552294,0.00708326,0.04959212,0.18271515,-0.02008405,0.03642399,0.00398276,0.00991117,0.00706569];\n",
-    "    p0 = 0.75354;\n",
-    "    p1 = 0.29712;\n",
-    "    p2 = -0.05315;\n",
-    "    p3 = 0.00398;\n",
-    "    p4 = 0.03642;\n",
-    "    p5 = 0.01982;\n",
-    "    p6 = 0.18272;\n",
-    "    p7 = 0.01414;\n",
-    "    p8 = -0.26167;\n",
-    "    p9 = 0.00707;\n",
-    "if test == 1:\n",
-    "    xeos_ref = [0.09516676,0.09192801,0.20493218,0.12079211,-0.02724966,0.02149974,0.01577012,0.01768745,0.00537929];\n",
-    "    p0 = 0.57697;\n",
-    "    p1 = 0.05431;\n",
-    "    p2 = 0.01928;\n",
-    "    p3 = 0.01577;\n",
-    "    p4 = 0.02150;\n",
-    "    p5 = 0.03537;\n",
-    "    p6 = 0.12079;\n",
-    "    p7 = 0.16364;\n",
-    "    p8 = -0.01301;\n",
-    "    p9 = 0.00538;   \n",
-    "    \n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# ORTHOPYROXENE\n",
-    "\n",
-    "p0 = sympify('1 - c - j + Q - x - y + (-j)*Q + Q*t + c*x + j*x + (-Q)*y');\n",
-    "p1 = sympify('Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y');\n",
-    "p2 = sympify('-2*Q + 2*j*Q + (-2*Q)*t + (-c)*x + (-t)*x + 2*Q*y + x*y');\n",
-    "p3 = sympify('c');\n",
-    "p4 = sympify('-cr - f + y - 2*t');\n",
-    "p5 = sympify('cr');\n",
-    "p6 = sympify('2*t');\n",
-    "p7 = sympify('f');\n",
-    "p8 = sympify('j');\n",
-    "\n",
-    "x  = sympify('(2.0*p1 + p2)/(p0 + p1 + p2 + 0.5*p6 - 1.0*p8 + 1.0)');\n",
-    "y  = sympify('1.0 - p3 - p8 - p0 - p1 - p2');\n",
-    "c  = sympify('p3');\n",
-    "Q  = sympify('(p1 + p2 + (2.0*p1 + p2)*(p3 + p8 - 1.0)/(p0 + p1 + p2 + 0.5*p6 - 1.0*p8 + 1.0))/(-p0 - p1 - p2 - p3 - 0.5*p6)');\n",
-    "f  = sympify('p7');\n",
-    "t  = sympify('p6/2.0');\n",
-    "cr = sympify('p5');\n",
-    "j  = sympify('p8');\n",
-    "\n",
-    "list_sym = [x,y,c,Q,f,t,cr,j]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST OPX P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.09599589,0.19535458,0.06041204,-0.04521255,0.01964486,0.00586162,0.02337611,0.00924897];\n",
-    "    p0 = 0.60945;\n",
-    "    p1 = 0.04069;\n",
-    "    p2 = 0.08485;\n",
-    "    p3 = 0.06041;\n",
-    "    p4 = 0.14061;\n",
-    "    p5 = 0.02338;\n",
-    "    p6 = 0.01172;\n",
-    "    p7 = 0.01964;\n",
-    "    p8 = 0.00925;\n",
-    "if test == 1:\n",
-    "    xeos_ref = [0.26373664,0.11085685,0.03384729,-0.15044842,0.02762258,0.00220531,0.00170431,0.00283887];\n",
-    "    p0 = 0.46472;\n",
-    "    p1 = 0.10066;\n",
-    "    p2 = 0.28708;\n",
-    "    p3 = 0.03385;\n",
-    "    p4 = 0.07712;\n",
-    "    p5 = 0.00170;\n",
-    "    p6 = 0.00441;\n",
-    "    p7 = 0.02762;\n",
-    "    p8 = 0.00284;\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#  SPINEL\n",
-    "\n",
-    "p0 = sympify('1/3 - 1/3*x - c + 2/3*Q1 - 2/3*t + (-1/3*t)*x');\n",
-    "p1 = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*x + (-2/3*t)*x');\n",
-    "p2 = sympify('1/3*x - 1/3*y + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y');\n",
-    "p3 = sympify('-2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y');\n",
-    "p4 = sympify('1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y');\n",
-    "p5 = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "p6 = sympify('c');\n",
-    "p7 = sympify('t');\n",
-    "\n",
-    "x  = sympify('(1.0 - p6 - p7 - p0 - p1)/(p7 + 1.0)');\n",
-    "y  = sympify('(p4 + p5)/(1.0 - p6 - p7)');\n",
-    "c  = sympify('p6');\n",
-    "t  = sympify('p7');\n",
-    "Q1 = sympify('3./2.*p0 - 1./2. + 3./2.*p6 + p7 + ((1.0 - p6 - p7 - p0 - p1)/(p7 + 1.0))/2.*(1.0+p7)');\n",
-    "Q2 = sympify('((1.0 - p6 - p7 - p0 - p1)/(p7 + 1.0))*(p7 + 1.0) - 3./2.*p3 - 3./2.*p5');\n",
-    "Q3 = sympify(' -3./2.*p4 + ((p4 + p5)/(1.0 - p6 - p7))*(1./2. -1./2.*p6 - 1./2.*p7)');\n",
-    "\n",
-    "list_sym = [x,y,c,t,Q1,Q2,Q3]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST SPN P2X ########################\n",
-    "test     = 3\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.14530210,0.01364890,0.04524775,0.00520042,0.50378445,0.08139748,0.02145414];\n",
-    "    p0 = 0.57179;\n",
-    "    p1 = 0.23171;\n",
-    "    p2 = 0.11293;\n",
-    "    p3 = 0.02016;\n",
-    "    p4 = -0.00998;\n",
-    "    p5 = 0.02294;\n",
-    "    p6 = 0.04525;\n",
-    "    p7 = 0.00520;\n",
-    "if test == 1:\n",
-    "    xeos_ref = [0.85688426,0.92051225,0.00484468,0.21109909,0.13337990,-0.16653942,0.08511600];\n",
-    "    p0 = -0.06925;\n",
-    "    p1 = -0.18447;\n",
-    "    p2 = 0.05106;\n",
-    "    p3 = 0.26497;\n",
-    "    p4 = 0.18383;\n",
-    "    p5 = 0.53790;\n",
-    "    p6 = 0.00484;\n",
-    "    p7 = 0.21110;\n",
-    "if test == 2:\n",
-    "    xeos_ref = [0.52844102,0.84762361,0.00004243,0.78862374,0.30502434,-0.17570745,0.25381234];\n",
-    "    p0 = -0.30417;\n",
-    "    p1 = -0.42968;\n",
-    "    p2 = 0.30742;\n",
-    "    p3 = 0.45863;\n",
-    "    p4 = -0.10950;\n",
-    "    p5 = 0.28863;\n",
-    "    p6 = 0.00004;\n",
-    "    p7 = 0.78862;\n",
-    "if test == 3:\n",
-    "    xeos_ref = [+0.126033,+0.040489,+0.114737,+0.004966,+0.505063,+0.070284,+0.052103];\n",
-    "    p0 = -0.627096;\n",
-    "    p1 = 0.627096;\n",
-    "    p2 = 0.450258;\n",
-    "    p3 = 1.450258;\n",
-    "    p4 = 0.116925;\n",
-    "    p5 = -0.0116925;\n",
-    "    p6 = 0.0;\n",
-    "    p7 = 0.0;\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#  AMPHIBOLE\n",
-    "\n",
-    "p0 = sympify('-1/2*a + c - f - t - y + z');\n",
-    "p1 = sympify('-1/2*a + f + y - z');\n",
-    "p2 = sympify('a + (-a)*k');\n",
-    "p3 = sympify('-f + z');\n",
-    "p4 = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z');\n",
-    "p5 = sympify('x - 2*Q2 - 5/2*Q1 + 2*f*Q2 + 2*Q2*t + c*x + (-f)*x + (-t)*x + 2*Q2*y + (-x)*y + x*z');\n",
-    "p6 = sympify('Q2 + 5/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "p7 = sympify('2*Q2 + 3/2*Q1 + (-2*f)*Q2 + (-2*Q2)*t + (-c)*x + f*x + t*x + (-2*Q2)*y + x*y + (-x)*z');\n",
-    "p8 = sympify('f');\n",
-    "p9 = sympify('a*k');\n",
-    "p10 = sympify('t'); \n",
-    "\n",
-    "x  = sympify('(-3.5*p5 - 2.0*p6 - 2.5*p7)/(-0.5*p0 + 0.5*p1 + 0.5*p10 + 0.5*p3 - 1.5*p4 - 1.5*p5 - 1.5*p6 - 1.5*p7 + 0.5*p8 - 2.0)');\n",
-    "y  = sympify('(p1-p0 + 1.0-p3-p8-p4-p6-p5-p7 -2*p8 - p10 + 2*(p3 + p8))/2.0');\n",
-    "z  = sympify('p3 + p8');\n",
-    "a  = sympify('p2 + p9');\n",
-    "k  = sympify('p9/(p2+p9)');\n",
-    "c  = sympify('1.0-p3-p8-p4-p6-p5-p7');\n",
-    "f  = sympify('p8');\n",
-    "t  = sympify('p10');\n",
-    "Q1 = sympify('(-3.5*p5 - 2.0*p6 - 2.5*p7)/(-0.5*p0 + 0.5*p1 + 0.5*p10 + 0.5*p3 - 1.5*p4 - 1.5*p5 - 1.5*p6 - 1.5*p7 + 0.5*p8 - 2.0) -p5 -p7');\n",
-    "Q2 = sympify('(p5 + p6 - (-3.5*p5 - 2.0*p6 - 2.5*p7)*(0.5*p0 - 0.5*p1 - 0.5*p10 - 0.5*p3 + 0.5*p4 + 0.5*p5 + 0.5*p6 + 0.5*p7 - 0.5*p8 + 0.5)/(-0.5*p0 + 0.5*p1 + 0.5*p10 + 0.5*p3 - 1.5*p4 - 1.5*p5 - 1.5*p6 - 1.5*p7 + 0.5*p8 - 2.0))/(-0.5*p0 + 0.5*p1 + 0.5*p10 + 0.5*p3 - 0.5*p4 - 0.5*p5 - 0.5*p6 - 0.5*p7 + 0.5*p8 - 0.5)');\n",
-    "\n",
-    "list_sym = [x,y,z,a,k,c,f,t,Q1,Q2]\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST HB P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.31096027,0.35637250,0.01393143,0.71276684,0.02311393,0.77797423,0.18093683,0.12339657,0.02398983,0.10664980];\n",
-    "    p0 = -0.22518;\n",
-    "    p1 = 0.16699;\n",
-    "    p2 = 0.69629;\n",
-    "    p3 = -0.16701;\n",
-    "    p4 = 0.07121;\n",
-    "    p5 = 0.21941;\n",
-    "    p6 = -0.15009;\n",
-    "    p7 = 0.06756;\n",
-    "    p8 = 0.18094;\n",
-    "    p9 = 0.01647;\n",
-    "    p10 = 0.12340; \n",
-    "    \n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#  LIQUID\n",
-    "\n",
-    "p0  = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "p1  = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "p2  = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "p3  = sympify('fo + 3/4*yct*fo');\n",
-    "p4  = sympify('fa + 3/4*yct*fa');\n",
-    "p5  = sympify('jd + 3/4*yct*jd');\n",
-    "p6  = sympify('hm + 3/4*yct*hm');\n",
-    "p7  = sympify('ek + 3/4*yct*ek');\n",
-    "p8  = sympify('ti + 3/4*yct*ti');\n",
-    "p9  = sympify('kj + 3/4*yct*kj');\n",
-    "p10 = sympify('yct');\n",
-    "p11 = sympify('h2o + 3/4*yct*h2o');\n",
-    "\n",
-    "wo  = sympify('(p2+p10)/(1.0+3./4.*p10)');\n",
-    "sl  = sympify('(p1+p10)/(1.0+3./4.*p10)');\n",
-    "fo  = sympify('p3/(1.0+3./4.*p10)');\n",
-    "fa  = sympify('p4/(1.0+3./4.*p10)');\n",
-    "jd  = sympify('p5/(1.0+3./4.*p10)');\n",
-    "hm  = sympify('p6/(1.0+3./4.*p10)');\n",
-    "ek  = sympify('p7/(1.0+3./4.*p10)');\n",
-    "ti  = sympify('p8/(1.0+3./4.*p10)');\n",
-    "kj  = sympify('p9/(1.0+3./4.*p10)');\n",
-    "yct = sympify('p10');\n",
-    "h2o = sympify('p11/(1.0+3./4.*p10)');\n",
-    "\n",
-    "list_sym = [wo,sl,fo,fa,jd,hm,ek,ti,kj,yct,h2o]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#############################  TEST LIQ P2X ########################\n",
-    "test     = 0\n",
-    "if test == 0:\n",
-    "    xeos_ref = [0.23136091,0.12504183,0.37708943,0.07771158,0.04138399,0.01589978,0.01804933,0.00828193,0.00165769,0.00073959,0.00000001];\n",
-    "    p0 = 0.10377;\n",
-    "    p1 = 0.12437;\n",
-    "    p2 = 0.23075;\n",
-    "    p3 = 0.37730;\n",
-    "    p4 = 0.07775;\n",
-    "    p5 = 0.04141;\n",
-    "    p6 = 0.01591;\n",
-    "    p7 = 0.01806;\n",
-    "    p8 = 0.00829;\n",
-    "    p9 = 0.00166;\n",
-    "    p10 = 0.00074; \n",
-    "    p11 = 0.00000;     \n",
-    "\n",
-    "\n",
-    "display('Residual on x-eos:')\n",
-    "j = 0;\n",
-    "for i in list_sym:\n",
-    "    print(eval(str(i)) - xeos_ref[j]);\n",
-    "    j += 1;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
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-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
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-   "mimetype": "text/x-python",
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-   "nbconvert_exporter": "python",
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diff --git a/python/deprecated/PP_IGNEOUS_get_database_634.ipynb b/python/deprecated/PP_IGNEOUS_get_database_634.ipynb
deleted file mode 100755
index 2017f0b7..00000000
--- a/python/deprecated/PP_IGNEOUS_get_database_634.ipynb
+++ /dev/null
@@ -1,373 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# code to generate the C function for endmembers (pure species)\n",
-    "# Script for igneous database\n",
-    "\n",
-    "# last update 22.02.23, NR\n",
-    "\n",
-    "# Load needed libraries\n",
-    "# import nlopt\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "import random\n",
-    "\n",
-    "# Si 1\n",
-    "# Ti 2\n",
-    "# Al 3\n",
-    "# Cr 19\n",
-    "# Fe 4\n",
-    "# Mg 5\n",
-    "# Mn 6\n",
-    "# Ca 7\n",
-    "# Na 8\n",
-    "# K 9\n",
-    "# O 10\n",
-    "# H 11\n",
-    "\n",
-    "directory = 'TC_database'\n",
-    "database  = 'tc-ds634.txt'\n",
-    "pathTC    = directory+'/'+database\n",
-    "out_name  = 'MAGEMin_'+database\n",
-    "\n",
-    "bar2kbar  = 1e-3;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "def func_print(data):\n",
-    "    txt ='{'\n",
-    "    for i,val in enumerate(data):\n",
-    "        if i == len(data)-1:\n",
-    "            txt += str(val)\n",
-    "        else:\n",
-    "            txt += str(val)+', ' \n",
-    "    \n",
-    "    txt +='}'    \n",
-    "    return(txt)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# READ Perple_X db to add seismic data (+some new ones)\n",
-    "\n",
-    "# ref0: 1 bar, 298.15 K\n",
-    "path      = './Perple_X/hp02ver.dat'\n",
-    "shift     = 7;\n",
-    "gemPP     = open(path, encoding = \"ISO-8859-1\")\n",
-    "lineP     = gemPP.readlines()\n",
-    "\n",
-    "# create dictionary to store the shear modulus data along with the composition of the end-members\n",
-    "emPP      = {}\n",
-    "emTC      = {}\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "gemTC     = open(pathTC,'r')\n",
-    "\n",
-    "for i in range(0,len(lineP)):\n",
-    "\n",
-    "    if i > shift:\n",
-    "        words0 = lineP[i-shift].split();\n",
-    "        words1 = lineP[i+1-shift].split();\n",
-    "        words2 = lineP[i-1].split()\n",
-    "        words  = lineP[i].split()\n",
-    "\n",
-    "        count0 = len(words0)\n",
-    "        count1 = len(words1)\n",
-    "        count2 = int(len(words2)/3)\n",
-    "        count  = len(words)\n",
-    "        \n",
-    "        if count >= 1:\n",
-    "            if words[0] == 'end' and count0 == 0 and count1 > 0:\n",
-    "\n",
-    "                mu0     = [0.,0.,0.]\n",
-    "                n0      = lineP[i+1-shift].split()\n",
-    "                em_name = n0[0]\n",
-    "                \n",
-    "                c0      = lineP[i+2-shift].split()\n",
-    "                emPP[em_name] = c0;\n",
-    "                emPP[em_name].append(mu0)\n",
-    "                \n",
-    "                for j in range(0,count2):\n",
-    "                    emPP[em_name][1][j] = float(words2[(j+1)*3-1])\n",
-    "                    \n",
-    "mu0     = [0.,0.,0.]\n",
-    "emL2add = ['hemL','eskL','woL','ruL','H2O']\n",
-    "for i in emL2add:\n",
-    "    emPP[i] = ['-']\n",
-    "    emPP[i].append(mu0)    \n",
-    "    emPP[i][1][0] = 1e-16;\n",
-    "    \n",
-    "#add missing end-members \n",
-    "emPP['kos']  = emPP['jd']   #Kosmochlor = jadeite. I could not find any new data on shear modulus.   \n",
-    "\n",
-    "#ADD KNORRINGITE (Dymshits et al., 2014)\n",
-    "emPP['knor'] = ['Mg3Cr2Si3O12']\n",
-    "emPP['knor'].append([850000,1.4,-134])\n",
-    "\n",
-    "#ADD Picrochromite (Zou et al 2013) -> used Mg2SiO4 !?\n",
-    "emPP['picr'] = ['MgCr2O4']\n",
-    "emPP['picr'].append([1090000,0.58,-140])\n",
-    "\n",
-    "#ADD Quandelite (Zou et al 2013)  -> used MgFeSiO4 !?\n",
-    "emPP['qnd'] = ['(Mg,Fe3+)2(Ti,Fe3+,Al)O4']\n",
-    "emPP['qnd'].append([1190000,1.2,-150])\n",
-    "\n",
-    "# READ TC database\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "c=1;\n",
-    "for lineT in gemTC:\n",
-    "    words = lineT.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    emTC[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "        \n",
-    "        \n",
-    "for i in emPP:\n",
-    "    if (emPP[i][1][0] > 1e-15):\n",
-    "        emPP[i][1][0] *= bar2kbar;\n",
-    "        emPP[i][1][1] *= bar2kbar;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "#first clean up the end-member file, remove first and last lines of the file\n",
-    "\n",
-    "gem = open(pathTC,'r')\n",
-    "\n",
-    "#declare endmember structure, name + thermodynamic data\n",
-    "em = {}\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "c=1;\n",
-    "for line in gem:\n",
-    "    words = line.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    em[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "#\"SiO2\",\"Al2O3\",\"CaO\",\"MgO\",\"FeO\",\"K2O\",\"Na2O\",\"TiO2\",\"O\",\"Cr2O3\",\"H2O\"      \n",
-    "apo = [3.0,5.0,2.0,2.0,2.0,3.0,3.0,3.0,1.0,5.0,3.0]; #number of atoms per oxide\n",
-    "\n",
-    "# generate the C function\n",
-    "sp = '    '\n",
-    "op = ''\n",
-    "ip = ''\n",
-    "ip += 'char em_list['+str(len(em)-1)+'][5] = {'\n",
-    "for ix,i in enumerate(em):\n",
-    "    if ix <(len(em)-1):\n",
-    "        ip += '\"' + str(i)+'\", '\n",
-    "    else:\n",
-    "        ip += '\"' + str(i)+'\"'\n",
-    "ip += '};'\n",
-    "\n",
-    "op += 'struct EM_db arr_em_db['+str(len(em))+'] = {\\n'\n",
-    "\n",
-    "for ix,i in enumerate(em):\n",
-    "    op += sp +  '{\\n'\n",
-    "  \n",
-    "    op += sp + sp + '\"' + str(i)+'\",\\n'\n",
-    "    for jx,j in enumerate(em[i]):\n",
-    "        if jx == 0:\n",
-    "            #Chemical composition\n",
-    "            el_comp = np.zeros(19);\n",
-    "            chem_comp = np.zeros(11);\n",
-    "\n",
-    "            y  = 1;\n",
-    "            l = len(em[i][0])-1;\n",
-    "\n",
-    "            while y < l:\n",
-    "                el_comp[int(em[i][0][y])-1] = em[i][0][y+1];\n",
-    "                y = y + 2;\n",
-    "\n",
-    "            #Normalization of endmember composition\n",
-    "            chem_comp = [el_comp[0], el_comp[2]/2, el_comp[6], el_comp[4], el_comp[3], el_comp[8]/2,el_comp[7]/2, el_comp[1],el_comp[9], el_comp[18]/2,el_comp[10]/2];\n",
-    "\n",
-    "            if 2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10] != el_comp[8]:\n",
-    "                chem_comp[8] =  chem_comp[8] - (2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10]);\n",
-    "            \n",
-    "            apf = sum(np.array(chem_comp)*np.array(apo))\n",
-    "            chem_comp.append(apf)\n",
-    "            \n",
-    "            op += sp+ sp +func_print(chem_comp)+',\\n'\n",
-    "            \n",
-    "        elif jx < 3 and jx > 0:\n",
-    "            if jx == 1:\n",
-    "                op += sp+ sp +func_print(j)+',\\n'\n",
-    "            if jx == 2:\n",
-    "                op += sp+ sp +func_print(j)+',\\n' \n",
-    "        else:\n",
-    "            third_line = [0.0]*11\n",
-    "            for k,val in enumerate(j):\n",
-    "                third_line[k] = val\n",
-    "            op += sp+ sp +func_print(third_line)+',\\n'\n",
-    "   \n",
-    "\n",
-    "    if i in emPP:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += str(emPP[i][1][j])+','\n",
-    "            else:\n",
-    "                op += str(emPP[i][1][j])\n",
-    "        op += '}\\n'\n",
-    "    else:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += '0.0,'\n",
-    "            else:\n",
-    "                op += '0.0'\n",
-    "        op += '}\\n'\n",
-    "    \n",
-    "    \n",
-    "            \n",
-    "    if ix < len(em)-1:\n",
-    "        op += sp + '},\\n'\n",
-    "    else:\n",
-    "        op += sp + '}\\n'\n",
-    "        \n",
-    "op += '};\\n\\n'\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "i = 'fo'\n",
-    "print(em[i])\n",
-    "\n",
-    "y  = 1;\n",
-    "l = len(em[i][0])-1;\n",
-    "\n",
-    "while y < l:\n",
-    "    print(em[i][0][y+1]);\n",
-    "    y = y + 2;\n",
-    "\n",
-    "    \n",
-    "em[i]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(op)\n",
-    "text_file   = open(out_name, \"w\")\n",
-    "n           = text_file.write(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
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-    "name": "ipython",
-    "version": 3
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-   "cols": {
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-    "lenType": 16,
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-   },
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-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
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diff --git a/python/deprecated/PP_MP-MB_get_database_62.ipynb b/python/deprecated/PP_MP-MB_get_database_62.ipynb
deleted file mode 100755
index cfcd09d8..00000000
--- a/python/deprecated/PP_MP-MB_get_database_62.ipynb
+++ /dev/null
@@ -1,2422 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# code to generate the C function for endmembers (pure species)\n",
-    "# Script for metapelite and metabasite database\n",
-    "# Here MnO is taken into account while Cr2O3 is not (Cr2O3 is present in the igneous database):\n",
-    "# In the output, MnO takes the position of Cr2O3\n",
-    "\n",
-    "# last update 22.02.23, NR\n",
-    "\n",
-    "# Load needed libraries\n",
-    "# import nlopt\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "import random\n",
-    "\n",
-    "# Si 1\n",
-    "# Ti 2\n",
-    "# Al 3\n",
-    "# Cr 19\n",
-    "# Fe 4\n",
-    "# Mg 5\n",
-    "# Mn 6\n",
-    "# Ca 7\n",
-    "# Na 8\n",
-    "# K 9\n",
-    "# O 10\n",
-    "# H 11\n",
-    "\n",
-    "directory = 'TC_database'\n",
-    "database  = 'tc-ds62.txt'\n",
-    "pathTC    = directory+'/'+database\n",
-    "out_name  = 'MAGEMin_'+database\n",
-    "\n",
-    "bar2kbar  = 1e-3;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "def func_print(data):\n",
-    "    txt ='{'\n",
-    "    for i,val in enumerate(data):\n",
-    "        if i == len(data)-1:\n",
-    "            txt += str(val)\n",
-    "        else:\n",
-    "            txt += str(val)+', ' \n",
-    "    \n",
-    "    txt +='}'    \n",
-    "    return(txt)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# READ Perple_X db to add seismic data (+some new ones)\n",
-    "\n",
-    "# ref0: 1 bar, 298.15 K\n",
-    "path      = './Perple_X/hp02ver.dat'\n",
-    "shift     = 7;\n",
-    "gemPP     = open(path, encoding = \"ISO-8859-1\")\n",
-    "lineP     = gemPP.readlines()\n",
-    "\n",
-    "# create dictionary to store the shear modulus data along with the composition of the end-members\n",
-    "emPP      = {}\n",
-    "emTC      = {}\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "gemTC     = open(pathTC,'r')\n",
-    "\n",
-    "for i in range(0,len(lineP)):\n",
-    "\n",
-    "    if i > shift:\n",
-    "        words0 = lineP[i-shift].split();\n",
-    "        words1 = lineP[i+1-shift].split();\n",
-    "        words2 = lineP[i-1].split()\n",
-    "        words  = lineP[i].split()\n",
-    "\n",
-    "        count0 = len(words0)\n",
-    "        count1 = len(words1)\n",
-    "        count2 = int(len(words2)/3)\n",
-    "        count  = len(words)\n",
-    "        \n",
-    "        if count >= 1:\n",
-    "            if words[0] == 'end' and count0 == 0 and count1 > 0:\n",
-    "\n",
-    "                mu0     = [0.,0.,0.]\n",
-    "                n0      = lineP[i+1-shift].split()\n",
-    "                em_name = n0[0]\n",
-    "                \n",
-    "                c0      = lineP[i+2-shift].split()\n",
-    "                emPP[em_name] = c0;\n",
-    "                emPP[em_name].append(mu0)\n",
-    "                \n",
-    "                for j in range(0,count2):\n",
-    "                    emPP[em_name][1][j] = float(words2[(j+1)*3-1])\n",
-    "                    \n",
-    "mu0     = [0.,0.,0.]\n",
-    "emL2add = ['hemL','eskL','woL','ruL','H2O']\n",
-    "for i in emL2add:\n",
-    "    emPP[i] = ['-']\n",
-    "    emPP[i].append(mu0)    \n",
-    "    emPP[i][1][0] = 1e-16;\n",
-    "    \n",
-    "#add missing end-members \n",
-    "emPP['kos']  = emPP['jd']   #Kosmochlor = jadeite. I could not find any new data on shear modulus.   \n",
-    "\n",
-    "#ADD KNORRINGITE (Dymshits et al., 2014)\n",
-    "emPP['knor'] = ['Mg3Cr2Si3O12']\n",
-    "emPP['knor'].append([850000,1.4,-134])\n",
-    "\n",
-    "#ADD Picrochromite (Zou et al 2013) -> used Mg2SiO4 !?\n",
-    "emPP['picr'] = ['MgCr2O4']\n",
-    "emPP['picr'].append([1090000,0.58,-140])\n",
-    "\n",
-    "#ADD Quandelite (Zou et al 2013)  -> used MgFeSiO4 !?\n",
-    "emPP['qnd'] = ['(Mg,Fe3+)2(Ti,Fe3+,Al)O4']\n",
-    "emPP['qnd'].append([1190000,1.2,-150])\n",
-    "\n",
-    "# READ TC database\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "c=1;\n",
-    "for lineT in gemTC:\n",
-    "    words = lineT.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    emTC[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "        \n",
-    "        \n",
-    "for i in emPP:\n",
-    "    if (emPP[i][1][0] > 1e-15):\n",
-    "        emPP[i][1][0] *= bar2kbar;\n",
-    "        emPP[i][1][1] *= bar2kbar;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "#first clean up the end-member file, remove first and last lines of the file\n",
-    "\n",
-    "gem = open(pathTC,'r')\n",
-    "\n",
-    "#declare endmember structure, name + thermodynamic data\n",
-    "em = {}\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "c=1;\n",
-    "for line in gem:\n",
-    "    words = line.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    em[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "#\"SiO2\",\"Al2O3\",\"CaO\",\"MgO\",\"FeO\",\"K2O\",\"Na2O\",\"TiO2\",\"O\",\"MnO\",\"H2O\"       \n",
-    "apo = [3.0,5.0,2.0,2.0,2.0,3.0,3.0,3.0,1.0,2.0,3.0]; #number of atoms per oxide\n",
-    "n_O = [2.0,3.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0]\n",
-    "\n",
-    "# generate the C function\n",
-    "sp = '    '\n",
-    "op = ''\n",
-    "ip = ''\n",
-    "ip += 'char em_list['+str(len(em)-1)+'][5] = {'\n",
-    "for ix,i in enumerate(em):\n",
-    "    if ix <(len(em)-1):\n",
-    "        ip += '\"' + str(i)+'\", '\n",
-    "    else:\n",
-    "        ip += '\"' + str(i)+'\"'\n",
-    "ip += '};'\n",
-    "\n",
-    "op += 'struct EM_db arr_em_db_tc_ds62['+str(len(em))+'] = {\\n'\n",
-    "\n",
-    "for ix,i in enumerate(em):\n",
-    "    op += sp +  '{\\n'\n",
-    "  \n",
-    "    op += sp + sp + '\"' + str(i)+'\",\\n'\n",
-    "    for jx,j in enumerate(em[i]):\n",
-    "        if jx == 0:\n",
-    "            #Chemical composition\n",
-    "            el_comp = np.zeros(19);\n",
-    "            chem_comp = np.zeros(11);\n",
-    "\n",
-    "            y  = 1;\n",
-    "            l = len(em[i][0])-1;\n",
-    "\n",
-    "            while y < l:\n",
-    "                el_comp[int(em[i][0][y])-1] = em[i][0][y+1];\n",
-    "                y = y + 2;\n",
-    "\n",
-    "            #Normalization of endmember composition\n",
-    "            chem_comp = [el_comp[0], el_comp[2]/2, el_comp[6], el_comp[4], el_comp[3], el_comp[8]/2,el_comp[7]/2, el_comp[1],el_comp[9], el_comp[5],el_comp[10]/2];\n",
-    "\n",
-    "            if 2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + chem_comp[9]+ chem_comp[10] != el_comp[8]:\n",
-    "                chem_comp[8] =  chem_comp[8] - (2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + chem_comp[9]+ chem_comp[10]);\n",
-    "            \n",
-    "            apf = sum(np.array(chem_comp)*np.array(apo))\n",
-    "            chem_comp.append(apf)\n",
-    "            \n",
-    "            op += sp+ sp +func_print(chem_comp)+',\\n'\n",
-    "            \n",
-    "        elif jx < 3 and jx > 0:\n",
-    "            if jx == 1:\n",
-    "                op += sp+ sp +func_print(j)+',\\n'\n",
-    "            if jx == 2:\n",
-    "                op += sp+ sp +func_print(j)+',\\n' \n",
-    "        else:\n",
-    "            third_line = [0.0]*11\n",
-    "            for k,val in enumerate(j):\n",
-    "                third_line[k] = val\n",
-    "            op += sp+ sp +func_print(third_line)+',\\n'\n",
-    "   \n",
-    "\n",
-    "    if i in emPP:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += str(emPP[i][1][j])+','\n",
-    "            else:\n",
-    "                op += str(emPP[i][1][j])\n",
-    "        op += '}\\n'\n",
-    "    else:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += '0.0,'\n",
-    "            else:\n",
-    "                op += '0.0'\n",
-    "        op += '}\\n'\n",
-    "    \n",
-    "    \n",
-    "            \n",
-    "    if ix < len(em)-1:\n",
-    "        op += sp + '},\\n'\n",
-    "    else:\n",
-    "        op += sp + '}\\n'\n",
-    "        \n",
-    "op += '};\\n\\n'\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "struct EM_db arr_em_db_tc_ds62[256] = {\n",
-      "    {\n",
-      "        \"fo\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2172.59, 0.0951, 4.366},\n",
-      "        {0.2333, 1.494e-06, -603.8, -1.8697},\n",
-      "        {2.85e-05, 1285.0, 3.84, -0.003, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fa\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1477.72, 0.151, 4.631},\n",
-      "        {0.2011, 1.733e-05, -1960.6, -0.9009},\n",
-      "        {2.82e-05, 1256.0, 4.68, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"teph\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 7.0},\n",
-      "        {-1733.97, 0.1559, 4.899},\n",
-      "        {0.2196, 0.0, -1292.7, -1.3083},\n",
-      "        {2.86e-05, 1256.0, 4.68, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lrn\",\n",
-      "        {1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2306.92, 0.1276, 5.16},\n",
-      "        {0.2475, -3.206e-06, 0.0, -2.0519},\n",
-      "        {2.9e-05, 985.0, 4.07, -0.0041, 1.0, 1710.0, 0.01003, 0.05, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mont\",\n",
-      "        {1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2251.26, 0.1095, 5.148},\n",
-      "        {0.2507, -1.0433e-05, -797.2, -1.9961},\n",
-      "        {2.87e-05, 1134.0, 3.87, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"chum\",\n",
-      "        {4.0, 0.0, 0.0, 9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 33.0},\n",
-      "        {-9613.54, 0.4405, 19.801},\n",
-      "        {1.071, -1.6533e-05, -7899.6, -7.3739},\n",
-      "        {3.2e-05, 1199.0, 4.58, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"chdr\",\n",
-      "        {2.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 19.0},\n",
-      "        {-5254.89, 0.26, 11.084},\n",
-      "        {0.625, -1.088e-06, -2259.9, -4.9107},\n",
-      "        {1.82e-05, 1161.0, 4.8, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mwd\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2138.52, 0.0939, 4.051},\n",
-      "        {0.2087, 3.942e-06, -1709.5, -1.3028},\n",
-      "        {2.37e-05, 1726.0, 3.84, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fwd\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1467.9, 0.146, 4.321},\n",
-      "        {0.2011, 1.733e-05, -1960.6, -0.9009},\n",
-      "        {2.73e-05, 1690.0, 4.35, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mrw\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2127.68, 0.09, 3.949},\n",
-      "        {0.2133, 2.69e-06, -1410.4, -1.4959},\n",
-      "        {2.01e-05, 1781.0, 4.35, -0.0024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"frw\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1471.76, 0.14, 4.203},\n",
-      "        {0.1668, 4.261e-05, -1705.4, -0.5414},\n",
-      "        {2.22e-05, 1977.0, 4.92, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mpv\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1443.03, 0.0626, 2.445},\n",
-      "        {0.1493, 2.918e-06, -2983.0, -0.7991},\n",
-      "        {1.87e-05, 2510.0, 4.14, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fpv\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1084.64, 0.091, 2.548},\n",
-      "        {0.1332, 1.083e-05, -3661.4, -0.3147},\n",
-      "        {1.87e-05, 2810.0, 4.14, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"apv\",\n",
-      "        {0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1646.63, 0.0518, 2.54},\n",
-      "        {0.1395, 5.89e-06, -2460.6, -0.5892},\n",
-      "        {1.8e-05, 2030.0, 4.0, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cpv\",\n",
-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1541.73, 0.0735, 2.745},\n",
-      "        {0.1593, 0.0, -967.3, -1.0754},\n",
-      "        {1.87e-05, 2360.0, 3.9, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mak\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1490.87, 0.0593, 2.635},\n",
-      "        {0.1478, 2.015e-06, -2395.0, -0.8018},\n",
-      "        {2.12e-05, 2110.0, 4.55, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fak\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1142.14, 0.0915, 2.76},\n",
-      "        {0.1003, 1.3328e-05, -4364.9, 0.4198},\n",
-      "        {2.12e-05, 2180.0, 4.55, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"maj\",\n",
-      "        {4.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6050.4, 0.2552, 11.457},\n",
-      "        {0.7136, -9.97e-07, -1158.2, -6.6223},\n",
-      "        {1.83e-05, 1600.0, 4.56, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"py\",\n",
-      "        {3.0, 1.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6281.96, 0.2695, 11.313},\n",
-      "        {0.6335, 0.0, -5196.1, -4.3152},\n",
-      "        {2.37e-05, 1743.0, 4.05, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {926.9,0.00147,-87.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"alm\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-5260.7, 0.342, 11.525},\n",
-      "        {0.6773, 0.0, -3772.7, -5.044},\n",
-      "        {2.12e-05, 1900.0, 2.98, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {955.4,0.0014,-109.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spss\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 20.0},\n",
-      "        {-5693.49, 0.3353, 11.792},\n",
-      "        {0.6469, 0.0, -4525.8, -4.4528},\n",
-      "        {2.27e-05, 1740.0, 6.68, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {955.4,0.0014,-109.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"gr\",\n",
-      "        {3.0, 1.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6643.01, 0.255, 12.535},\n",
-      "        {0.626, 0.0, -5779.2, -4.0029},\n",
-      "        {2.2e-05, 1720.0, 5.53, -0.0032, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1070.0,0.0016,-120.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"andr\",\n",
-      "        {3.0, 0.0, 3.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 20.0},\n",
-      "        {-5769.1, 0.3164, 13.204},\n",
-      "        {0.6386, 0.0, -4955.1, -3.9892},\n",
-      "        {2.86e-05, 1588.0, 5.68, -0.0036, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1070.0,0.0016,-120.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"knor\",\n",
-      "        {3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 18.0},\n",
-      "        {-5687.71, 0.317, 11.738},\n",
-      "        {0.613, 3.606e-06, -4178.0, -3.7294},\n",
-      "        {2.37e-05, 1743.0, 4.05, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {850.0,0.0014,-134}\n",
-      "    },\n",
-      "    {\n",
-      "        \"osma\",\n",
-      "        {10.0, 2.5, 0.0, 2.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14896.31, 0.755, 37.893},\n",
-      "        {1.5407, -1.1359e-05, -10339.0, -11.699},\n",
-      "        {4.7e-06, 1290.0, 4.1, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"osmm\",\n",
-      "        {11.0, 1.5, 0.0, 3.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14786.74, 0.74, 38.44},\n",
-      "        {1.5255, -1.0267e-05, -10538.0, -11.337},\n",
-      "        {4.7e-06, 1290.0, 4.1, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"osfa\",\n",
-      "        {10.0, 2.5, 0.0, 0.0, 2.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14215.49, 0.78, 38.45},\n",
-      "        {1.5586, -1.1359e-05, -9476.5, -11.845},\n",
-      "        {4.9e-06, 1290.0, 4.1, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"vsv\",\n",
-      "        {18.0, 5.5, 19.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.5, 137.0},\n",
-      "        {-42345.82, 1.89, 85.2},\n",
-      "        {4.488, -5.7952e-05, -22269.3, -33.478},\n",
-      "        {2.75e-05, 1255.0, 4.8, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"and\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2588.67, 0.0927, 5.153},\n",
-      "        {0.2773, -6.588e-06, -1914.1, -2.2656},\n",
-      "        {1.81e-05, 1442.0, 6.89, -0.0048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ky\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2592.97, 0.0835, 4.414},\n",
-      "        {0.2794, -7.124e-06, -2055.6, -2.2894},\n",
-      "        {1.92e-05, 1601.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {966.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"sill\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2585.79, 0.0954, 4.986},\n",
-      "        {0.2802, -6.9e-06, -1375.7, -2.3994},\n",
-      "        {1.12e-05, 1640.0, 5.06, -0.0031, 2.0, 4.75, 0.01, 4.75, 0.01, 1.0, 0.25},\n",
-      "        {929.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"smul\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2569.21, 0.1015, 4.987},\n",
-      "        {0.2802, -6.9e-06, -1375.7, -2.3994},\n",
-      "        {1.36e-05, 1740.0, 4.0, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"amul\",\n",
-      "        {0.5, 1.25, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.75},\n",
-      "        {-2485.53, 0.113, 5.083},\n",
-      "        {0.2448, 9.68e-07, -2533.3, -1.6416},\n",
-      "        {1.36e-05, 1740.0, 4.0, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"tpz\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 11.0},\n",
-      "        {-2900.71, 0.1005, 5.339},\n",
-      "        {0.3877, -7.12e-06, -857.2, -3.7442},\n",
-      "        {1.57e-05, 1315.0, 4.06, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {966.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mst\",\n",
-      "        {7.5, 9.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 81.5},\n",
-      "        {-25123.74, 0.91, 44.26},\n",
-      "        {2.8205, -5.9366e-05, -13774.0, -24.126},\n",
-      "        {1.81e-05, 1684.0, 4.05, -0.0024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fst\",\n",
-      "        {7.5, 9.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 81.5},\n",
-      "        {-23754.63, 1.01, 44.88},\n",
-      "        {2.88, -5.6595e-05, -10642.0, -25.373},\n",
-      "        {1.83e-05, 1800.0, 4.76, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnst\",\n",
-      "        {7.5, 9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 2.0, 81.5},\n",
-      "        {-24245.85, 1.034, 45.46},\n",
-      "        {2.8733, -8.9064e-05, -12688.0, -24.749},\n",
-      "        {2.09e-05, 1800.0, 4.76, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mctd\",\n",
-      "        {1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 13.0},\n",
-      "        {-3549.25, 0.146, 6.875},\n",
-      "        {0.4174, -3.771e-06, -2920.6, -3.4178},\n",
-      "        {2.63e-05, 1456.0, 4.06, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fctd\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 13.0},\n",
-      "        {-3208.29, 0.167, 6.98},\n",
-      "        {0.4161, -3.477e-06, -2835.9, -3.3603},\n",
-      "        {2.8e-05, 1456.0, 4.06, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnctd\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 13.0},\n",
-      "        {-3336.15, 0.166, 7.175},\n",
-      "        {0.4644, -1.2654e-05, -1147.2, -4.341},\n",
-      "        {2.6e-05, 1456.0, 4.06, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"merw\",\n",
-      "        {2.0, 0.0, 3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 14.0},\n",
-      "        {-4545.7, 0.2531, 9.847},\n",
-      "        {0.4175, 8.117e-06, -2923.0, -2.3203},\n",
-      "        {3.19e-05, 1200.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spu\",\n",
-      "        {2.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 18.0},\n",
-      "        {-5846.72, 0.332, 14.697},\n",
-      "        {0.6141, -3.508e-06, -2493.1, -4.168},\n",
-      "        {3.4e-05, 950.0, 4.09, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"zo\",\n",
-      "        {3.0, 1.5, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 22.0},\n",
-      "        {-6896.29, 0.298, 13.575},\n",
-      "        {0.662, 1.0416e-05, -6006.4, -4.2607},\n",
-      "        {3.12e-05, 1044.0, 4.0, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cz\",\n",
-      "        {3.0, 1.5, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 22.0},\n",
-      "        {-6895.54, 0.301, 13.63},\n",
-      "        {0.6309, 1.3693e-05, -6645.8, -3.7311},\n",
-      "        {2.33e-05, 1197.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ep\",\n",
-      "        {3.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.5, 22.0},\n",
-      "        {-6473.83, 0.315, 13.92},\n",
-      "        {0.6133, 2.207e-05, -7160.0, -2.9877},\n",
-      "        {2.34e-05, 1340.0, 4.0, -0.003, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fep\",\n",
-      "        {3.0, 0.5, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.5, 22.0},\n",
-      "        {-6028.59, 0.329, 14.21},\n",
-      "        {0.5847, 3.0447e-05, -7674.2, -2.2443},\n",
-      "        {2.31e-05, 1513.0, 4.0, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pmt\",\n",
-      "        {3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 1.0, 0.5, 22.0},\n",
-      "        {-6543.03, 0.34, 13.82},\n",
-      "        {0.5698, 2.779e-05, -5442.9, -2.8126},\n",
-      "        {2.38e-05, 1197.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"law\",\n",
-      "        {2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4868.63, 0.229, 10.132},\n",
-      "        {0.6878, 1.566e-06, 375.9, -7.1792},\n",
-      "        {2.65e-05, 1229.0, 5.45, -0.0044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {520.0,0.0009613000000000001,-91.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mpm\",\n",
-      "        {6.0, 2.5, 4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 51.0},\n",
-      "        {-14386.91, 0.629, 29.55},\n",
-      "        {1.7208, -2.4928e-05, -5998.7, -14.6203},\n",
-      "        {2.48e-05, 1615.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fpm\",\n",
-      "        {6.0, 2.5, 4.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 51.0},\n",
-      "        {-14034.04, 0.657, 29.68},\n",
-      "        {1.7372, -2.4582e-05, -5161.1, -14.963},\n",
-      "        {2.49e-05, 1615.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"jgd\",\n",
-      "        {6.0, 0.0, 4.0, 0.0, 6.0, 0.0, 0.0, 0.0, 2.5, 0.0, 3.5, 51.0},\n",
-      "        {-11808.96, 0.83, 31.08},\n",
-      "        {1.7954, -3.7986e-05, -4455.7, -14.888},\n",
-      "        {2.49e-05, 1615.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"geh\",\n",
-      "        {1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.0},\n",
-      "        {-3992.24, 0.1985, 9.024},\n",
-      "        {0.4057, -7.099e-06, -1188.3, -3.1744},\n",
-      "        {2.23e-05, 1080.0, 4.08, -0.0038, 2.0, 7.51, 0.09, 7.5, 0.09, 1.0, 0.8},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ak\",\n",
-      "        {2.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.0},\n",
-      "        {-3865.62, 0.2125, 9.254},\n",
-      "        {0.3854, 3.209e-06, -247.5, -2.8899},\n",
-      "        {2.57e-05, 1420.0, 4.06, -0.0029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"rnk\",\n",
-      "        {2.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.0},\n",
-      "        {-3943.82, 0.21, 9.651},\n",
-      "        {0.3723, -2.893e-06, -2462.4, -2.1813},\n",
-      "        {3.28e-05, 950.0, 4.09, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ty\",\n",
-      "        {2.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 20.0},\n",
-      "        {-6368.04, 0.39, 17.039},\n",
-      "        {0.7417, -5.345e-06, -1434.6, -5.8785},\n",
-      "        {3.42e-05, 950.0, 4.09, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"crd\",\n",
-      "        {5.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 29.0},\n",
-      "        {-9163.43, 0.4041, 23.322},\n",
-      "        {0.9061, 0.0, -7902.0, -6.2934},\n",
-      "        {6.8e-06, 1290.0, 4.1, -0.0031, 2.0, 36.71, 0.1, 36.7, 0.1, 2.0, 1.5},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"hcrd\",\n",
-      "        {5.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 32.0},\n",
-      "        {-9448.52, 0.483, 23.322},\n",
-      "        {0.9553, 0.0, -8352.6, -6.3012},\n",
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-      "        {0.84,1.7e-06,-130.0}\n",
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-      "        {0.84,1.7e-06,-130.0}\n",
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-      "        {740.0,0.002,-20.0}\n",
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-      "        {740.0,0.002,-20.0}\n",
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-      "        {524.5,0.001012085,-81.5}\n",
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-      "        {2.8e-05, 912.0, 4.09, -0.0045, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {432.0,0.0008266,-67.0}\n",
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-      "        {696.0,0.0012083299999999999,-94.0}\n",
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-      "        {696.0,0.0012083299999999999,-94.0}\n",
-      "    },\n",
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-      "        {696.0,0.0012083299999999999,-94.0}\n",
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-      "        {617.0,0.00119757,-96.0}\n",
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-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.74e-05, 648.0, 4.12, -0.0064, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
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-      "        {-12329.14, 0.517, 25.548},\n",
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-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spr4\",\n",
-      "        {2.0, 4.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-11022.02, 0.4255, 19.9},\n",
-      "        {1.1331, -7.596e-06, -8816.6, -8.1806},\n",
-      "        {2.05e-05, 2500.0, 4.04, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spr5\",\n",
-      "        {1.0, 5.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-11135.57, 0.4195, 19.75},\n",
-      "        {1.1034, 1.015e-06, -10957.0, -7.4092},\n",
-      "        {2.06e-05, 2500.0, 4.04, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fspr\",\n",
-      "        {2.0, 4.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-9659.53, 0.485, 19.923},\n",
-      "        {1.1329, -7.348e-06, -10420.2, -7.0366},\n",
-      "        {1.96e-05, 2500.0, 4.04, -0.0017, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mcar\",\n",
-      "        {2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4771.05, 0.2215, 10.59},\n",
-      "        {0.683, -1.4054e-05, 291.0, -6.9764},\n",
-      "        {2.43e-05, 525.0, 4.14, -0.0079, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fcar\",\n",
-      "        {2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4411.44, 0.2511, 10.695},\n",
-      "        {0.6866, -1.2415e-05, 186.0, -6.884},\n",
-      "        {2.21e-05, 525.0, 4.14, -0.0079, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"deer\",\n",
-      "        {12.0, 0.0, 0.0, 0.0, 18.0, 0.0, 0.0, 0.0, 3.0, 0.0, 5.0, 90.0},\n",
-      "        {-18341.4, 1.65, 55.74},\n",
-      "        {3.1644, -2.7883e-05, -5039.1, -26.721},\n",
-      "        {2.75e-05, 630.0, 4.12, -0.0065, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mu\",\n",
-      "        {3.0, 1.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5976.51, 0.292, 14.083},\n",
-      "        {0.7564, -1.984e-05, -2170.0, -6.9792},\n",
-      "        {3.07e-05, 490.0, 4.15, -0.0085, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cel\",\n",
-      "        {4.0, 0.5, 0.0, 1.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5834.84, 0.29, 13.957},\n",
-      "        {0.7412, -1.8748e-05, -2368.8, -6.6169},\n",
-      "        {3.07e-05, 700.0, 4.11, -0.0059, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fcel\",\n",
-      "        {4.0, 0.5, 0.0, 0.0, 1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5468.49, 0.33, 14.07},\n",
-      "        {0.7563, -1.9147e-05, -1586.1, -6.9287},\n",
-      "        {3.18e-05, 700.0, 4.11, -0.0059, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pa\",\n",
-      "        {3.0, 1.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5942.84, 0.277, 13.211},\n",
-      "        {0.803, -3.158e-05, 217.0, -8.151},\n",
-      "        {3.7e-05, 515.0, 6.51, -0.0126, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ma\",\n",
-      "        {2.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-6242.07, 0.265, 12.964},\n",
-      "        {0.7444, -1.68e-05, -2074.4, -6.7832},\n",
-      "        {2.33e-05, 1000.0, 4.08, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"phl\",\n",
-      "        {3.0, 0.5, 0.0, 3.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6214.88, 0.326, 14.964},\n",
-      "        {0.7703, -3.6939e-05, -2328.9, -6.5316},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ann\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-5143.72, 0.42, 15.432},\n",
-      "        {0.8157, -3.4861e-05, 19.8, -7.4667},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnbi\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 3.0, 1.0, 22.0},\n",
-      "        {-5477.52, 0.433, 15.264},\n",
-      "        {0.8099, -5.9213e-05, -1514.4, -6.9987},\n",
-      "        {3.8e-05, 530.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"east\",\n",
-      "        {2.0, 1.5, 0.0, 2.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6330.38, 0.318, 14.738},\n",
-      "        {0.7855, -3.8031e-05, -2130.3, -6.8937},\n",
-      "        {3.8e-05, 530.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"naph\",\n",
-      "        {3.0, 0.5, 0.0, 3.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6172.01, 0.318, 14.45},\n",
-      "        {0.7735, -4.0229e-05, -2597.9, -6.5126},\n",
-      "        {3.28e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"clin\",\n",
-      "        {3.0, 1.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-8909.16, 0.437, 21.14},\n",
-      "        {1.1708, -1.508e-06, -3825.8, -10.315},\n",
-      "        {2.04e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ames\",\n",
-      "        {2.0, 2.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-9040.46, 0.412, 20.71},\n",
-      "        {1.186, -2.599e-06, -3627.2, -10.677},\n",
-      "        {2e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"afchl\",\n",
-      "        {4.0, 0.0, 0.0, 6.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-8727.86, 0.439, 21.57},\n",
-      "        {1.155, -4.17e-07, -4024.4, -9.9529},\n",
-      "        {2.04e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"daph\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-7116.91, 0.584, 21.62},\n",
-      "        {1.192, -5.94e-06, -4826.4, -9.7683},\n",
-      "        {2.27e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnchl\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0, 4.0, 36.0},\n",
-      "        {-7702.32, 0.595, 22.59},\n",
-      "        {1.1365, -5.243e-06, -5548.1, -8.9115},\n",
-      "        {2.23e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"sud\",\n",
-      "        {3.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 35.0},\n",
-      "        {-8626.54, 0.395, 20.3},\n",
-      "        {1.4361, -4.8749e-05, -2748.5, -13.764},\n",
-      "        {1.99e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fsud\",\n",
-      "        {3.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 35.0},\n",
-      "        {-7899.85, 0.456, 20.4},\n",
-      "        {1.4663, -4.7365e-05, -1182.8, -14.388},\n",
-      "        {2.08e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"prl\",\n",
-      "        {4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 20.0},\n",
-      "        {-5640.61, 0.239, 12.804},\n",
-      "        {0.7845, -4.2948e-05, 1251.0, -8.4959},\n",
-      "        {4.5e-05, 370.0, 10.0, -0.0271, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ta\",\n",
-      "        {4.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5897.17, 0.259, 13.665},\n",
-      "        {0.6222, 0.0, -6385.5, -3.9163},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fta\",\n",
-      "        {4.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-4798.54, 0.352, 14.225},\n",
-      "        {0.5797, 3.9494e-05, -6459.3, -3.0881},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"tats\",\n",
-      "        {3.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-6001.29, 0.259, 13.51},\n",
-      "        {0.5495, 3.6324e-05, -8606.6, -2.5153},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"tap\",\n",
-      "        {4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 20.0},\n",
-      "        {-5649.78, 0.235, 13.45},\n",
-      "        {0.7845, -4.2948e-05, 1251.0, -8.4959},\n",
-      "        {4.5e-05, 370.0, 10.0, -0.0271, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"minn\",\n",
-      "        {4.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-4819.31, 0.355, 14.851},\n",
-      "        {0.5797, 3.9494e-05, -6459.3, -3.0881},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"minm\",\n",
-      "        {4.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5866.0, 0.2639, 14.291},\n",
-      "        {0.6222, 0.0, -6385.5, -3.9163},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"kao\",\n",
-      "        {2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 17.0},\n",
-      "        {-4122.0, 0.2037, 9.934},\n",
-      "        {0.4367, -3.4295e-05, -4055.9, -2.6991},\n",
-      "        {2.51e-05, 645.0, 4.12, -0.0064, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pre\",\n",
-      "        {3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-6202.17, 0.2928, 14.026},\n",
-      "        {0.7249, -1.3865e-05, -2059.0, -6.3239},\n",
-      "        {1.58e-05, 1093.0, 4.01, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fpre\",\n",
-      "        {3.0, 0.5, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.5, 0.0, 1.0, 21.0},\n",
-      "        {-5766.64, 0.32, 14.8},\n",
-      "        {0.7371, -1.681e-05, -1957.3, -6.3581},\n",
-      "        {1.58e-05, 1093.0, 4.01, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"chr\",\n",
-      "        {2.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 18.0},\n",
-      "        {-4361.0, 0.2213, 10.746},\n",
-      "        {0.6247, -2.077e-05, -1721.8, -5.6194},\n",
-      "        {2.2e-05, 628.0, 4.0, -0.0064, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {146.364,0.005370000000000001,-88.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"liz\",\n",
-      "        {2.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 18.0},\n",
-      "        {-4369.19, 0.212, 10.645},\n",
-      "        {0.6147, -2.077e-05, -1721.8, -5.6194},\n",
-      "        {2.2e-05, 710.0, 3.2, -0.0045, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"glt\",\n",
-      "        {2.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 18.0},\n",
-      "        {-3297.62, 0.31, 11.98},\n",
-      "        {0.5764, 2.984e-06, -3757.0, -4.1662},\n",
-      "        {2.28e-05, 630.0, 4.0, -0.0063, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fstp\",\n",
-      "        {8.0, 1.0, 0.0, 0.0, 5.0, 0.25, 0.0, 0.0, 0.0, 0.0, 6.25, 58.5},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
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-      "        {-14288.38, 0.8474, 36.577},\n",
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-      "        {3.71e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {-71404.69, 3.62, 175.48},\n",
-      "        {9.621, -9.1183e-05, -35941.6, -83.0342},\n",
-      "        {2.8e-05, 631.0, 5.92, -0.0094, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {146.364,0.005370000000000001,-88.8}\n",
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-      "        {-3935.48, 0.2074, 10.067},\n",
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-      "        {2.36e-05, 541.0, 5.91, -0.0109, 2.0, 14.0, 0.042, 13.0, 0.042, 3.0, 0.9},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
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-      "        {-3921.48, 0.2243, 10.105},\n",
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-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
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-      "        {-3975.35, 0.2143, 10.871},\n",
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-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
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-      "        {-3966.7, 0.2143, 10.871},\n",
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-      "        {1.66e-05, 583.0, 4.02, -0.0069, 2.0, 8.65, 0.024, 8.5, 0.024, 3.0, 0.8},\n",
-      "        {301.0,0.00426,-70.0}\n",
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-      "        {-4232.69, 0.2005, 10.079},\n",
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-      "        {1.41e-05, 860.0, 4.09, -0.0048, 2.0, 42.01, 0.1, 42.0, 0.1, 1.0, 2.0},\n",
-      "        {421.0,0.00348,-43.0}\n",
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-      "        {-4232.64, 0.2815, 11.438},\n",
-      "        {0.5365, -1.009e-05, -980.4, -4.735},\n",
-      "        {3.21e-05, 425.0, 2.0, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-4271.89, 0.254, 10.844},\n",
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-      "        {2.66e-05, 900.0, 4.0, -0.0044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-3791.96, 0.1662, 7.128},\n",
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-      "        {2.8e-05, 1800.0, 4.0, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-910.72, 0.04143, 2.269},\n",
-      "        {0.0929, -6.42e-07, -714.9, -0.7161},\n",
-      "        {0.0, 730.0, 6.0, -0.0082, 1.0, 847.0, 0.00495, 0.1188, 0.0, 0.0, 0.0},\n",
-      "        {431.25,0.00046,-14.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-907.11, 0.0441, 2.8},\n",
-      "        {0.0749, 3.1e-06, -1174.0, -0.2367},\n",
-      "        {0.0, 150.0, 4.36, -0.0291, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {431.25,0.00046,-14.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-904.27, 0.05086, 2.745},\n",
-      "        {0.0727, 1.304e-06, -4129.0, 0.0},\n",
-      "        {0.0, 160.0, 4.35, -0.0272, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {431.25,0.00046,-14.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"coe\",\n",
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-      "        {-907.0, 0.0396, 2.064},\n",
-      "        {0.1078, -3.279e-06, -190.3, -1.0416},\n",
-      "        {1.23e-05, 979.0, 4.19, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {620.0,0.0015,-150.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"stv\",\n",
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-      "        {-876.39, 0.024, 1.401},\n",
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-      "        {1.58e-05, 3090.0, 4.6, -0.0015, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {2170.0,0.0018000000000000002,-180.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-2094.56, 0.1244, 5.419},\n",
-      "        {0.2727, -1.2398e-05, 0.0, -2.7631},\n",
-      "        {4.63e-05, 465.0, 4.16, -0.0089, 1.0, 467.0, 0.01, 0.08, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-2091.72, 0.1187, 5.603},\n",
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-      "        {4.5e-05, 465.0, 4.16, -0.0089, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-2078.01, 0.135, 5.67},\n",
-      "        {0.2292, 1.1876e-05, 0.0, -1.9707},\n",
-      "        {4.67e-05, 465.0, 4.16, -0.0089, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {6.0, 3.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, -1.0, 0.0, 0.0, 44.0},\n",
-      "        {-13405.53, 0.91, 42.13},\n",
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-      "        {4.63e-05, 465.0, 4.16, -0.0089, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-2122.96, 0.136, 6.052},\n",
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-      "        {3.16e-05, 514.0, 2.0, -0.0039, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3029.27, 0.1985, 8.826},\n",
-      "        {0.3698, -1.6332e-05, 684.7, -3.6831},\n",
-      "        {1.85e-05, 450.0, 5.7, -0.0127, 2.0, 11.61, 0.4, 11.6, 0.4, 2.0, 0.7},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-13841.82, 0.752, 33.985},\n",
-      "        {1.359, 3.6442e-05, -8594.7, -9.5982},\n",
-      "        {1.81e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-6662.45, 0.38, 19.04},\n",
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-      "        {1.49e-05, 860.0, 4.09, -0.0048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-7262.7, 0.465, 20.37},\n",
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-      "        {1.37e-05, 860.0, 4.09, -0.0048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-10545.22, 0.783, 31.7},\n",
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-      "        {1.57e-05, 274.0, 4.0, -0.0146, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-10896.76, 0.71, 32.87},\n",
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-      "        {1.51e-05, 860.0, 4.09, -0.0048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-3307.22, 0.232, 9.74},\n",
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-      "        {2.76e-05, 400.0, 4.18, -0.0104, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-634.53, 0.0381, 1.676},\n",
-      "        {0.0524, 3.673e-06, -750.7, -0.051},\n",
-      "        {3.41e-05, 1130.0, 3.87, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-944.36, 0.0505, 1.882},\n",
-      "        {0.0904, 2.9e-06, 0.0, -0.6238},\n",
-      "        {2.24e-05, 2220.0, 4.24, -0.0019, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1121.4,0.0007800000000000001,-21.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"per\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0},\n",
-      "        {-601.53, 0.0265, 1.125},\n",
-      "        {0.0605, 3.62e-07, -535.8, -0.2992},\n",
-      "        {3.11e-05, 1616.0, 3.95, -0.0024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1121.4,0.0007800000000000001,-21.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fper\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0},\n",
-      "        {-259.87, 0.0586, 1.206},\n",
-      "        {0.0444, 8.28e-06, -1214.2, 0.1852},\n",
-      "        {3.22e-05, 1520.0, 4.9, -0.0032, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mang\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0},\n",
-      "        {-385.55, 0.0597, 1.322},\n",
-      "        {0.0598, 3.6e-06, -31.4, -0.2826},\n",
-      "        {3.69e-05, 1645.0, 4.46, -0.0027, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1121.4,0.0007800000000000001,-21.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cor\",\n",
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-      "        {-1675.27, 0.0509, 2.558},\n",
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-      "        {1.8e-05, 2540.0, 4.34, -0.0017, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1620.0,0.0018000000000000002,-190.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mcor\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1474.44, 0.0593, 2.635},\n",
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-      "        {2.12e-05, 2110.0, 4.55, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"hem\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 5.0},\n",
-      "        {-825.61, 0.0874, 3.027},\n",
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-      "        {2.79e-05, 2230.0, 4.04, -0.0018, 1.0, 955.0, 0.0156, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"esk\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 3.0},\n",
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-      "        {915.0,0.0012,-130.0}\n",
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-      "        {915.0,0.0012,-130.0}\n",
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-      "        {1.8e-05, 1922.0, 4.04, -0.0021, 2.0, 8.0, 0.0, 1.2, 0.0, 2.0, 0.5},\n",
-      "        {1090.0,0.00058,-140}\n",
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-      "        {-925.56, 0.0632, 2.463},\n",
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-      "        {6.2e-05, 415.0, 6.45, -0.0155, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {352.0,0.0034,-105.0}\n",
-      "    },\n",
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-      "        {-999.84, 0.0345, 1.786},\n",
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-      "        {3.57e-05, 2280.0, 4.04, -0.0018, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {352.0,0.0034,-105.0}\n",
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-      "        {-561.77, 0.0603, 2.082},\n",
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-      "        {4.35e-05, 2500.0, 4.03, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
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-      "        {2.52e-05, 733.0, 4.06, -0.0055, 1.0, 1240.0, 0.01, 0.04, 0.0, 0.0, 0.0},\n",
-      "        {327.0,0.0008829,-143.88}\n",
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-      "        {-1207.65, 0.0898, 3.415},\n",
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-      "        {6.14e-05, 614.0, 5.87, -0.0096, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {385.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {680.0,0.0008829,-143.88}\n",
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-      "        {4.39e-05, 1200.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
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-      "        {457.0,0.0008829,-143.88}\n",
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-      "        {3.1e-05, 1395.0, 4.09, -0.0029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "    },\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {4.28e-05, 1905.0, 4.25, -0.0022, 1.0, 631.0, 0.003, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-0.0, 0.03314, 0.711},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "    {\n",
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-      "        {4e-06, 4465.0, 1.61, -0.00036, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {1e-16,0.0,0.0}\n",
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-      "        {-110.53, 0.19767, 0.0},\n",
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-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
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-      "        {1e-16,0.0,0.0}\n",
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-      "        {7.03e-05, 150.0, 6.0, 0.04, -0.035, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
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-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1e-16,0.0,0.0}\n",
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-      "    {\n",
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-      "        {1e-16,0.0,0.0}\n",
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-      "    {\n",
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-      "        {-1463.02, 0.096, 4.677},\n",
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-      "    {\n",
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-      "    {\n",
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-      "    },\n",
-      "    {\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "    {\n",
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-      "    },\n",
-      "    {\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Na+\",\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"K+\",\n",
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-      "        {-252.17, 0.10104, 0.906},\n",
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-      "    },\n",
-      "    {\n",
-      "        \"Ca++\",\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Mg++\",\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Fe++\",\n",
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-      "    },\n",
-      "    {\n",
-      "        \"Al+++\",\n",
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-      "    {\n",
-      "        \"CO3--\",\n",
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-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.2908, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"AlOH3\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5, 7.0},\n",
-      "        {-1251.85, 0.0536, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1015, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"AlOH4-\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 2.0, 9.0},\n",
-      "        {-1495.78, 0.1269, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0965, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"KOH\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 1.0, 0.0, 0.5, 4.0},\n",
-      "        {-473.62, 0.10962, -0.8},\n",
-      "        {0.0, 9.45e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0293, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {-162.13, 0.05673, 1.779},\n",
-      "        {0.0, 9.03e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.054, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"KCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-400.03, 0.18481, 4.409},\n",
-      "        {0.0, 5.43e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.038, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"NaCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-399.88, 0.12609, 2.226},\n",
-      "        {0.0, 0.0001913, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CaCl2\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-877.06, 0.046, 3.26},\n",
-      "        {0.0, 0.0001369, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0343, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CaCl+\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-701.28, 0.02736, 0.574},\n",
-      "        {0.0, -6.9e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.04, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"MgCl2\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-796.08, -0.02243, 2.92},\n",
-      "        {0.0, 0.0002399, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0186, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"MgCl+\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-632.48, -0.08137, 0.126},\n",
-      "        {0.0, -4.62e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1126, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"FeCl2\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-375.34, 0.10988, 2.7},\n",
-      "        {0.0, 0.0004503, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0124, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"aqSi\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-887.83, 0.04635, 1.832},\n",
-      "        {0.0, 0.0001775, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0283, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HS-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {-16.11, 0.0682, 2.065},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.092, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HSO3-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5, 0.0, 0.5, 4.0},\n",
-      "        {-626.22, 0.13975, 3.33},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0058, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"SO42-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 4.0},\n",
-      "        {-909.6, 0.01883, 1.388},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.268, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HSO4-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 0.0, 0.5, 5.0},\n",
-      "        {-889.1, 0.12552, 3.52},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.022, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    }\n",
-      "};\n",
-      "\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.12"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/python/deprecated/PP_get_database_634.ipynb b/python/deprecated/PP_get_database_634.ipynb
deleted file mode 100755
index 130018fa..00000000
--- a/python/deprecated/PP_get_database_634.ipynb
+++ /dev/null
@@ -1,2680 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# code to generate the C function for endmembers (pure species)\n",
-    "\n",
-    "# last update 25.01.22, NR\n",
-    "\n",
-    "# Load needed libraries\n",
-    "# import nlopt\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "import random\n",
-    "\n",
-    "directory = 'database_Igneous_H2018'\n",
-    "database  = 'tc-ds634.txt'\n",
-    "pathTC    = directory+'/'+database\n",
-    "out_name  = 'MAGEMin_'+database\n",
-    "\n",
-    "bar2kbar  = 1e-3;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "def func_print(data):\n",
-    "    txt ='{'\n",
-    "    for i,val in enumerate(data):\n",
-    "        if i == len(data)-1:\n",
-    "            txt += str(val)\n",
-    "        else:\n",
-    "            txt += str(val)+', ' \n",
-    "    \n",
-    "    txt +='}'    \n",
-    "    return(txt)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# READ Perple_X db to add seismic data (+some new ones)\n",
-    "\n",
-    "# ref0: 1 bar, 298.15 K\n",
-    "path      = './Perple_X/hp02ver.dat'\n",
-    "shift     = 7;\n",
-    "gemPP     = open(path, encoding = \"ISO-8859-1\")\n",
-    "lineP     = gemPP.readlines()\n",
-    "\n",
-    "# create dictionary to store the shear modulus data along with the composition of the end-members\n",
-    "emPP      = {}\n",
-    "emTC      = {}\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "gemTC     = open(pathTC,'r')\n",
-    "\n",
-    "for i in range(0,len(lineP)):\n",
-    "\n",
-    "    if i > shift:\n",
-    "        words0 = lineP[i-shift].split();\n",
-    "        words1 = lineP[i+1-shift].split();\n",
-    "        words2 = lineP[i-1].split()\n",
-    "        words  = lineP[i].split()\n",
-    "\n",
-    "        count0 = len(words0)\n",
-    "        count1 = len(words1)\n",
-    "        count2 = int(len(words2)/3)\n",
-    "        count  = len(words)\n",
-    "        \n",
-    "        if count >= 1:\n",
-    "            if words[0] == 'end' and count0 == 0 and count1 > 0:\n",
-    "\n",
-    "                mu0     = [0.,0.,0.]\n",
-    "                n0      = lineP[i+1-shift].split()\n",
-    "                em_name = n0[0]\n",
-    "                \n",
-    "                c0      = lineP[i+2-shift].split()\n",
-    "                emPP[em_name] = c0;\n",
-    "                emPP[em_name].append(mu0)\n",
-    "                \n",
-    "                for j in range(0,count2):\n",
-    "                    emPP[em_name][1][j] = float(words2[(j+1)*3-1])\n",
-    "                    \n",
-    "mu0     = [0.,0.,0.]\n",
-    "emL2add = ['hemL','eskL','woL','ruL','H2O']\n",
-    "for i in emL2add:\n",
-    "    emPP[i] = ['-']\n",
-    "    emPP[i].append(mu0)    \n",
-    "    emPP[i][1][0] = 1e-16;\n",
-    "    \n",
-    "#add missing end-members \n",
-    "emPP['kos']  = emPP['jd']   #Kosmochlor = jadeite. I could not find any new data on shear modulus.   \n",
-    "\n",
-    "#ADD KNORRINGITE (Dymshits et al., 2014)\n",
-    "emPP['knor'] = ['Mg3Cr2Si3O12']\n",
-    "emPP['knor'].append([850000,1.4,-134])\n",
-    "\n",
-    "#ADD Picrochromite (Zou et al 2013) -> used Mg2SiO4 !?\n",
-    "emPP['picr'] = ['MgCr2O4']\n",
-    "emPP['picr'].append([1090000,0.58,-140])\n",
-    "\n",
-    "#ADD Quandelite (Zou et al 2013)  -> used MgFeSiO4 !?\n",
-    "emPP['qnd'] = ['(Mg,Fe3+)2(Ti,Fe3+,Al)O4']\n",
-    "emPP['qnd'].append([1190000,1.2,-150])\n",
-    "\n",
-    "# READ TC database\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "c=1;\n",
-    "for lineT in gemTC:\n",
-    "    words = lineT.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    emTC[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "        \n",
-    "        \n",
-    "for i in emPP:\n",
-    "    if (emPP[i][1][0] > 1e-15):\n",
-    "        emPP[i][1][0] *= bar2kbar;\n",
-    "        emPP[i][1][1] *= bar2kbar;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "#first clean up the end-member file, remove first and last lines of the file\n",
-    "\n",
-    "gem = open(pathTC,'r')\n",
-    "\n",
-    "#declare endmember structure, name + thermodynamic data\n",
-    "em = {}\n",
-    "new_content = [[] for x in range(4)] #create 2d array with 4 lines and unspecified column number\n",
-    "\n",
-    "#read thermocalc endmember file and fill endmember structure\n",
-    "c=1;\n",
-    "for line in gem:\n",
-    "    words = line.split()\n",
-    "    count = len(words)\n",
-    "\n",
-    "    if c == 1: #attribute endmember name to the dictionary\n",
-    "        name0 = words[0]\n",
-    "        content = np.asarray(words[1:count])   \n",
-    "        new_content[0] = [float(i) for i in content]\n",
-    "    elif c > 1 and c < 5: #attribute thermodynamic data to the endmember dictionary entry\n",
-    "        content = np.asarray(words[0:count]) \n",
-    "        new_content[c-1] = [float(i) for i in content]  \n",
-    "\n",
-    "    em[name0] = new_content[0:4]\n",
-    "\n",
-    "    c+=1\n",
-    "    if c == 5:\n",
-    "        c = 1\n",
-    "        \n",
-    "apo = [3.0,5.0,2.0,2.0,2.0,3.0,3.0,3.0,1.0,5.0,3.0]; #number of atoms per oxide\n",
-    "\n",
-    "# generate the C function\n",
-    "sp = '    '\n",
-    "op = ''\n",
-    "ip = ''\n",
-    "ip += 'char em_list['+str(len(em)-1)+'][5] = {'\n",
-    "for ix,i in enumerate(em):\n",
-    "    if ix <(len(em)-1):\n",
-    "        ip += '\"' + str(i)+'\", '\n",
-    "    else:\n",
-    "        ip += '\"' + str(i)+'\"'\n",
-    "ip += '};'\n",
-    "\n",
-    "op += 'struct em_db arr_em_db['+str(len(em))+'] = {\\n'\n",
-    "\n",
-    "for ix,i in enumerate(em):\n",
-    "    op += sp +  '{\\n'\n",
-    "  \n",
-    "    op += sp + sp + '\"' + str(i)+'\",\\n'\n",
-    "    for jx,j in enumerate(em[i]):\n",
-    "        if jx == 0:\n",
-    "            #Chemical composition\n",
-    "            el_comp = np.zeros(19);\n",
-    "            chem_comp = np.zeros(11);\n",
-    "\n",
-    "            y  = 1;\n",
-    "            l = len(em[i][0])-1;\n",
-    "\n",
-    "            while y < l:\n",
-    "                el_comp[int(em[i][0][y])-1] = em[i][0][y+1];\n",
-    "                y = y + 2;\n",
-    "\n",
-    "            #Normalization of endmember composition\n",
-    "            chem_comp = [el_comp[0], el_comp[2]/2, el_comp[6], el_comp[4], el_comp[3], el_comp[8]/2,el_comp[7]/2, el_comp[1],el_comp[9], el_comp[18]/2,el_comp[10]/2];\n",
-    "\n",
-    "            if 2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10] != el_comp[8]:\n",
-    "                chem_comp[8] =  chem_comp[8] - (2*chem_comp[0] + 3*chem_comp[1] + chem_comp[2] + chem_comp[3] + chem_comp[4] + chem_comp[5] +  chem_comp[6] + 2*chem_comp[7] + 3*chem_comp[9]+ chem_comp[10]);\n",
-    "            \n",
-    "            apf = sum(np.array(chem_comp)*np.array(apo))\n",
-    "            chem_comp.append(apf)\n",
-    "            \n",
-    "            op += sp+ sp +func_print(chem_comp)+',\\n'\n",
-    "            \n",
-    "        elif jx < 3 and jx > 0:\n",
-    "            if jx == 1:\n",
-    "                op += sp+ sp +func_print(j)+',\\n'\n",
-    "            if jx == 2:\n",
-    "                op += sp+ sp +func_print(j)+',\\n' \n",
-    "        else:\n",
-    "            third_line = [0.0]*11\n",
-    "            for k,val in enumerate(j):\n",
-    "                third_line[k] = val\n",
-    "            op += sp+ sp +func_print(third_line)+',\\n'\n",
-    "   \n",
-    "\n",
-    "    if i in emPP:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += str(emPP[i][1][j])+','\n",
-    "            else:\n",
-    "                op += str(emPP[i][1][j])\n",
-    "        op += '}\\n'\n",
-    "    else:\n",
-    "        op += sp + sp + '{'\n",
-    "        for j in range(0,3):  \n",
-    "            if j < 2:\n",
-    "                op += '0.0,'\n",
-    "            else:\n",
-    "                op += '0.0'\n",
-    "        op += '}\\n'\n",
-    "    \n",
-    "    \n",
-    "            \n",
-    "    if ix < len(em)-1:\n",
-    "        op += sp + '},\\n'\n",
-    "    else:\n",
-    "        op += sp + '}\\n'\n",
-    "        \n",
-    "op += '};\\n\\n'\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "struct em_db arr_em_db[291] = {\n",
-      "    {\n",
-      "        \"fo\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2172.45, 0.0951, 4.366},\n",
-      "        {0.2333, 1.494e-06, -603.8, -1.8697},\n",
-      "        {2.85e-05, 1285.0, 3.84, -0.003, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fa\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1477.52, 0.151, 4.631},\n",
-      "        {0.2011, 1.733e-05, -1960.6, -0.9009},\n",
-      "        {2.82e-05, 1256.0, 4.68, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"teph\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 5.0},\n",
-      "        {-1733.86, 0.1559, 4.899},\n",
-      "        {0.2196, 0.0, -1292.7, -1.3083},\n",
-      "        {2.86e-05, 1256.0, 4.68, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lrn\",\n",
-      "        {1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2306.86, 0.1276, 5.16},\n",
-      "        {0.2475, -3.206e-06, 0.0, -2.0519},\n",
-      "        {2.9e-05, 985.0, 4.07, -0.0041, 1.0, 1710.0, 0.01003, 0.05, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mont\",\n",
-      "        {1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2251.16, 0.1095, 5.148},\n",
-      "        {0.2507, -1.0433e-05, -797.2, -1.9961},\n",
-      "        {2.87e-05, 1134.0, 3.87, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"chum\",\n",
-      "        {4.0, 0.0, 0.0, 9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 33.0},\n",
-      "        {-9613.02, 0.4405, 19.801},\n",
-      "        {1.071, -1.6533e-05, -7899.6, -7.3739},\n",
-      "        {3.2e-05, 1199.0, 4.58, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"chdr\",\n",
-      "        {2.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 19.0},\n",
-      "        {-5254.66, 0.26, 11.084},\n",
-      "        {0.625, -1.088e-06, -2259.9, -4.9107},\n",
-      "        {1.82e-05, 1161.0, 4.8, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mwd\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2138.03, 0.0939, 4.051},\n",
-      "        {0.2087, 3.942e-06, -1709.5, -1.3028},\n",
-      "        {2.37e-05, 1726.0, 3.84, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fwd\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1467.69, 0.146, 4.321},\n",
-      "        {0.2011, 1.733e-05, -1960.6, -0.9009},\n",
-      "        {2.73e-05, 1690.0, 4.35, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mrw\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2126.78, 0.09, 3.949},\n",
-      "        {0.2133, 2.69e-06, -1410.4, -1.4959},\n",
-      "        {2.01e-05, 1781.0, 4.35, -0.0024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"frw\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1471.52, 0.14, 4.203},\n",
-      "        {0.1668, 4.261e-05, -1705.4, -0.5414},\n",
-      "        {2.22e-05, 1977.0, 4.92, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mpv\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1442.17, 0.0626, 2.445},\n",
-      "        {0.1493, 2.918e-06, -2983.0, -0.7991},\n",
-      "        {1.87e-05, 2510.0, 4.14, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fpv\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1082.71, 0.095, 2.534},\n",
-      "        {0.1332, 1.083e-05, -3661.4, -0.3147},\n",
-      "        {1.87e-05, 2810.0, 4.14, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"apv\",\n",
-      "        {0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1619.61, 0.0518, 2.54},\n",
-      "        {0.1395, 5.89e-06, -2460.6, -0.5892},\n",
-      "        {1.8e-05, 2030.0, 4.0, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"npv\",\n",
-      "        {1.0, 0.25, 0.0, 0.0, 0.0, 0.0, 0.25, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1365.0, 0.063, 2.334},\n",
-      "        {0.135, 8.46e-06, -1850.3, -0.6008},\n",
-      "        {1.8e-05, 2030.0, 4.0, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ppv\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1418.49, 0.0604, 2.442},\n",
-      "        {0.1493, 2.918e-06, -2983.0, -0.7991},\n",
-      "        {1.87e-05, 2312.0, 4.0, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cpv\",\n",
-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1533.53, 0.0745, 2.745},\n",
-      "        {0.1593, 0.0, -967.3, -1.0754},\n",
-      "        {2e-05, 2360.0, 3.9, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mak\",\n",
-      "        {1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1489.55, 0.0593, 2.635},\n",
-      "        {0.1478, 2.015e-06, -2395.0, -0.8018},\n",
-      "        {2.12e-05, 2110.0, 4.55, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fak\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1142.11, 0.0915, 2.76},\n",
-      "        {0.1003, 1.3328e-05, -4364.9, 0.4198},\n",
-      "        {2.12e-05, 2180.0, 4.55, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"maj\",\n",
-      "        {4.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6041.73, 0.2602, 11.457},\n",
-      "        {0.7136, -9.97e-07, -1158.2, -6.6223},\n",
-      "        {1.83e-05, 1600.0, 4.56, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"nagt\",\n",
-      "        {4.0, 0.5, 0.0, 2.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-5985.0, 0.2606, 11.09},\n",
-      "        {0.6208, 1.12e-05, -3755.9, -4.4213},\n",
-      "        {2.1e-05, 1700.0, 4.0, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"py\",\n",
-      "        {3.0, 1.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6284.62, 0.267, 11.313},\n",
-      "        {0.6335, 0.0, -5196.1, -4.3152},\n",
-      "        {2.37e-05, 1743.0, 4.05, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {926.9,0.00147,-87.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"alm\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-5267.57, 0.3367, 11.525},\n",
-      "        {0.7162, -1.241e-05, -3160.8, -5.8635},\n",
-      "        {2.12e-05, 1900.0, 2.98, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {955.4,0.0014,-109.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spss\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 17.0},\n",
-      "        {-5692.3, 0.3353, 11.792},\n",
-      "        {0.6469, 0.0, -4525.8, -4.4528},\n",
-      "        {2.27e-05, 1740.0, 6.68, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {955.4,0.0014,-109.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"gr\",\n",
-      "        {3.0, 1.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 20.0},\n",
-      "        {-6642.9, 0.255, 12.535},\n",
-      "        {0.626, 0.0, -5779.2, -4.0029},\n",
-      "        {2.2e-05, 1720.0, 5.53, -0.0032, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1070.0,0.0016,-120.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"andr\",\n",
-      "        {3.0, 0.0, 3.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 20.0},\n",
-      "        {-5768.85, 0.3164, 13.204},\n",
-      "        {0.6386, 0.0, -4955.1, -3.9892},\n",
-      "        {2.86e-05, 1588.0, 5.68, -0.0036, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1070.0,0.0016,-120.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ski\",\n",
-      "        {3.0, 0.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 20.0},\n",
-      "        {-4331.14, 0.4034, 12.144},\n",
-      "        {0.6899, 0.0, -2948.6, -5.0303},\n",
-      "        {2.85e-05, 1574.0, 6.7, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"knor\",\n",
-      "        {3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 20.0},\n",
-      "        {-5701.11, 0.302, 11.738},\n",
-      "        {0.613, 3.606e-06, -4178.0, -3.7294},\n",
-      "        {2.37e-05, 1534.0, 4.34, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {850.0,0.0014,-134}\n",
-      "    },\n",
-      "    {\n",
-      "        \"uv\",\n",
-      "        {3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 20.0},\n",
-      "        {-6057.52, 0.3209, 13.077},\n",
-      "        {0.6051, 3.606e-06, -4760.6, -3.4171},\n",
-      "        {2.2e-05, 1620.0, 4.7, -0.0029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"osma\",\n",
-      "        {10.0, 2.5, 0.0, 2.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14896.0, 0.755, 37.893},\n",
-      "        {1.5407, -1.1359e-05, -10339.0, -11.699},\n",
-      "        {4.7e-06, 1290.0, 4.1, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"osmm\",\n",
-      "        {11.0, 1.5, 0.0, 3.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14786.28, 0.74, 38.44},\n",
-      "        {1.5255, -1.0267e-05, -10538.0, -11.337},\n",
-      "        {4.7e-06, 1290.0, 4.1, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"osfa\",\n",
-      "        {10.0, 2.5, 0.0, 0.0, 2.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 48.0},\n",
-      "        {-14215.33, 0.78, 38.45},\n",
-      "        {1.5586, -1.1359e-05, -9476.5, -11.845},\n",
-      "        {4.9e-06, 1290.0, 4.1, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"vsv\",\n",
-      "        {18.0, 5.5, 19.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.5, 137.0},\n",
-      "        {-42345.18, 1.89, 85.2},\n",
-      "        {4.488, -5.7952e-05, -22269.3, -33.478},\n",
-      "        {2.75e-05, 1255.0, 4.8, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"and\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2588.56, 0.0927, 5.153},\n",
-      "        {0.2773, -6.588e-06, -1914.1, -2.2656},\n",
-      "        {1.81e-05, 1442.0, 6.89, -0.0048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ky\",\n",
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-      "        {-2592.86, 0.0835, 4.414},\n",
-      "        {0.2794, -7.124e-06, -2055.6, -2.2894},\n",
-      "        {1.92e-05, 1601.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {966.0,0.002,-15.0}\n",
-      "    },\n",
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-      "        {-2585.66, 0.0954, 4.986},\n",
-      "        {0.2802, -6.9e-06, -1375.7, -2.3994},\n",
-      "        {1.12e-05, 1640.0, 5.06, -0.0031, 2.0, 4.75, 0.01, 4.75, 0.01, 1.0, 0.25},\n",
-      "        {929.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-2569.21, 0.1015, 4.987},\n",
-      "        {0.2802, -6.9e-06, -1375.7, -2.3994},\n",
-      "        {1.36e-05, 1740.0, 4.0, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
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-      "        {-2485.87, 0.113, 5.083},\n",
-      "        {0.2448, 9.68e-07, -2533.3, -1.6416},\n",
-      "        {1.36e-05, 1740.0, 4.0, -0.0023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-2898.7, 0.1005, 5.339},\n",
-      "        {0.3517, -1.12e-05, -3908.0, -2.5118},\n",
-      "        {1.57e-05, 1315.0, 4.06, -0.0031, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {966.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-25122.57, 0.91, 44.26},\n",
-      "        {2.8205, -5.9366e-05, -13774.0, -24.126},\n",
-      "        {1.81e-05, 1684.0, 4.05, -0.0024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
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-      "        {-23755.28, 1.01, 44.88},\n",
-      "        {2.88, -5.6595e-05, -10642.0, -25.373},\n",
-      "        {1.83e-05, 1800.0, 4.76, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {7.5, 9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 2.0, 77.5},\n",
-      "        {-24242.3, 1.034, 45.46},\n",
-      "        {2.8733, -8.9064e-05, -12688.0, -24.749},\n",
-      "        {2.09e-05, 1800.0, 4.76, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 13.0},\n",
-      "        {-3549.14, 0.146, 6.875},\n",
-      "        {0.4174, -3.771e-06, -2920.6, -3.4178},\n",
-      "        {2.63e-05, 1456.0, 4.06, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-3208.54, 0.167, 6.98},\n",
-      "        {0.4161, -3.477e-06, -2835.9, -3.3603},\n",
-      "        {2.8e-05, 1456.0, 4.06, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 12.0},\n",
-      "        {-3335.44, 0.166, 7.175},\n",
-      "        {0.4644, -1.2654e-05, -1147.2, -4.341},\n",
-      "        {2.6e-05, 1456.0, 4.06, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 0.0, 3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 14.0},\n",
-      "        {-4545.54, 0.2531, 9.847},\n",
-      "        {0.4175, 8.117e-06, -2923.0, -2.3203},\n",
-      "        {3.19e-05, 1200.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 18.0},\n",
-      "        {-5846.59, 0.332, 14.697},\n",
-      "        {0.6141, -3.508e-06, -2493.1, -4.168},\n",
-      "        {3.4e-05, 950.0, 4.09, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {575.0,0.002,-15.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"zo\",\n",
-      "        {3.0, 1.5, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 22.0},\n",
-      "        {-6896.17, 0.298, 13.575},\n",
-      "        {0.662, 1.0416e-05, -6006.4, -4.2607},\n",
-      "        {3.12e-05, 1044.0, 4.0, -0.0038, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cz\",\n",
-      "        {3.0, 1.5, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 22.0},\n",
-      "        {-6895.41, 0.301, 13.63},\n",
-      "        {0.6309, 1.3693e-05, -6645.8, -3.7311},\n",
-      "        {2.33e-05, 1197.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ep\",\n",
-      "        {3.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.5, 22.0},\n",
-      "        {-6473.67, 0.315, 13.92},\n",
-      "        {0.6133, 2.207e-05, -7160.0, -2.9877},\n",
-      "        {2.34e-05, 1340.0, 4.0, -0.003, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fep\",\n",
-      "        {3.0, 0.5, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.5, 22.0},\n",
-      "        {-6028.04, 0.329, 14.21},\n",
-      "        {0.5847, 3.0447e-05, -7674.2, -2.2443},\n",
-      "        {2.31e-05, 1513.0, 4.0, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {612.0,0.0009714000000000001,-106.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pmt\",\n",
-      "        {3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5, 0.0, 0.5, 21.0},\n",
-      "        {-6542.56, 0.34, 13.82},\n",
-      "        {0.5698, 2.779e-05, -5442.9, -2.8126},\n",
-      "        {2.38e-05, 1197.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"law\",\n",
-      "        {2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4868.57, 0.229, 10.132},\n",
-      "        {0.6878, 1.566e-06, 375.9, -7.1792},\n",
-      "        {2.65e-05, 1229.0, 5.45, -0.0044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {520.0,0.0009613000000000001,-91.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mpm\",\n",
-      "        {6.0, 2.5, 4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 51.0},\n",
-      "        {-14386.61, 0.629, 29.55},\n",
-      "        {1.7208, -2.4928e-05, -5998.7, -14.6203},\n",
-      "        {2.48e-05, 1615.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fpm\",\n",
-      "        {6.0, 2.5, 4.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 51.0},\n",
-      "        {-14034.11, 0.657, 29.68},\n",
-      "        {1.7372, -2.4582e-05, -5161.1, -14.963},\n",
-      "        {2.49e-05, 1615.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"jgd\",\n",
-      "        {6.0, 0.0, 4.0, 0.0, 6.0, 0.0, 0.0, 0.0, 2.5, 0.0, 3.5, 51.0},\n",
-      "        {-11808.84, 0.83, 31.08},\n",
-      "        {1.7954, -3.7986e-05, -4455.7, -14.888},\n",
-      "        {2.49e-05, 1615.0, 4.05, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"geh\",\n",
-      "        {1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.0},\n",
-      "        {-3992.13, 0.1985, 9.024},\n",
-      "        {0.4057, -7.099e-06, -1188.3, -3.1744},\n",
-      "        {2.23e-05, 1080.0, 4.08, -0.0038, 2.0, 7.51, 0.09, 7.5, 0.09, 1.0, 0.8},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ak\",\n",
-      "        {2.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.0},\n",
-      "        {-3865.49, 0.2125, 9.254},\n",
-      "        {0.3854, 3.209e-06, -247.5, -2.8899},\n",
-      "        {2.57e-05, 1420.0, 4.06, -0.0029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"rnk\",\n",
-      "        {2.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.0},\n",
-      "        {-3943.74, 0.21, 9.651},\n",
-      "        {0.3723, -2.893e-06, -2462.4, -2.1813},\n",
-      "        {3.28e-05, 950.0, 4.09, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ty\",\n",
-      "        {2.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 20.0},\n",
-      "        {-6367.93, 0.39, 17.039},\n",
-      "        {0.7417, -5.345e-06, -1434.6, -5.8785},\n",
-      "        {3.42e-05, 950.0, 4.09, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"crd\",\n",
-      "        {5.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 29.0},\n",
-      "        {-9163.13, 0.4041, 23.322},\n",
-      "        {0.9061, 0.0, -7902.0, -6.2934},\n",
-      "        {6.8e-06, 1290.0, 4.1, -0.0031, 2.0, 36.71, 0.1, 36.7, 0.1, 2.0, 1.5},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"hcrd\",\n",
-      "        {5.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 32.0},\n",
-      "        {-9448.14, 0.483, 23.322},\n",
-      "        {0.9553, 0.0, -8352.6, -6.3012},\n",
-      "        {6.7e-06, 1290.0, 4.1, -0.0031, 2.0, 36.71, 0.1, 36.7, 0.1, 2.0, 1.5},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fcrd\",\n",
-      "        {5.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 29.0},\n",
-      "        {-8444.0, 0.461, 23.71},\n",
-      "        {0.924, 0.0, -7039.4, -6.4396},\n",
-      "        {6.7e-06, 1290.0, 4.1, -0.0031, 2.0, 36.71, 0.1, 36.7, 0.1, 2.0, 1.5},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mncrd\",\n",
-      "        {5.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 27.0},\n",
-      "        {-8692.11, 0.473, 24.027},\n",
-      "        {0.8865, 0.0, -8840.0, -5.5904},\n",
-      "        {6.9e-06, 1290.0, 4.1, -0.0031, 2.0, 36.71, 0.1, 36.7, 0.1, 2.0, 1.5},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"phA\",\n",
-      "        {2.0, 0.0, 0.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 29.0},\n",
-      "        {-7129.51, 0.3505, 15.422},\n",
-      "        {0.962, -1.1521e-05, -4517.8, -7.7247},\n",
-      "        {3.55e-05, 1450.0, 4.06, -0.0028, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"phD\",\n",
-      "        {2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 11.0},\n",
-      "        {-2670.13, 0.1112, 5.103},\n",
-      "        {0.2946, 7.944e-06, -5008.7, -1.3355},\n",
-      "        {3.79e-05, 1650.0, 5.0, -0.003, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"phE\",\n",
-      "        {1.2, 0.0, 0.0, 2.4, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2, 11.999999999999998},\n",
-      "        {-2931.12, 0.169, 6.435},\n",
-      "        {0.3974, -3.533e-06, -1344.4, -3.2902},\n",
-      "        {3.79e-05, 930.0, 5.0, -0.0054, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"shB\",\n",
-      "        {3.0, 0.0, 0.0, 10.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 35.0},\n",
-      "        {-9477.28, 0.396, 18.615},\n",
-      "        {1.0777, 6.42e-07, -7407.4, -7.4287},\n",
-      "        {3.56e-05, 1320.0, 5.3, -0.00391, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"sph\",\n",
-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2596.81, 0.1292, 5.565},\n",
-      "        {0.2279, 2.924e-06, -3539.5, -0.8943},\n",
-      "        {1.58e-05, 1017.0, 9.85, -0.0097, 1.0, 485.0, 0.0004, 0.005, 0.0, 0.0, 0.0},\n",
-      "        {1121.4,0.0007800000000000001,-21.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cstn\",\n",
-      "        {2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2482.85, 0.0995, 4.818},\n",
-      "        {0.2056, 6.034e-06, -5517.7, -0.3526},\n",
-      "        {1.58e-05, 1782.0, 4.0, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"zrc\",\n",
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-      "        {0.84,1.7e-06,-130.0}\n",
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-      "        {524.5,0.001012085,-81.5}\n",
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-      "        {432.0,0.0008266,-67.0}\n",
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-      "        {696.0,0.0012083299999999999,-94.0}\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {1.81e-05, 890.0, 4.09, -0.0046, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {696.0,0.0012083299999999999,-94.0}\n",
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-      "    {\n",
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-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {617.0,0.00119757,-96.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.74e-05, 648.0, 4.12, -0.0064, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
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-      "    {\n",
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-      "        {-12306.55, 0.535, 25.956},\n",
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-      "        {2.41e-05, 700.0, 4.11, -0.0059, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {617.0,0.00119757,-96.0}\n",
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-      "    {\n",
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-      "        {-11019.89, 0.4255, 19.9},\n",
-      "        {1.1331, -7.596e-06, -8816.6, -8.1806},\n",
-      "        {2.05e-05, 2500.0, 4.04, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {810.0,0.00182,-140.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"spr5\",\n",
-      "        {1.0, 5.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-11134.52, 0.4195, 19.75},\n",
-      "        {1.1034, 1.015e-06, -10957.0, -7.4092},\n",
-      "        {2.06e-05, 2500.0, 4.04, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fspr\",\n",
-      "        {2.0, 4.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 34.0},\n",
-      "        {-9657.66, 0.485, 19.923},\n",
-      "        {1.1329, -7.348e-06, -10420.2, -7.0366},\n",
-      "        {1.96e-05, 2500.0, 4.04, -0.0017, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mcar\",\n",
-      "        {2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4770.91, 0.2215, 10.59},\n",
-      "        {0.683, -1.4054e-05, 291.0, -6.9764},\n",
-      "        {2.43e-05, 525.0, 4.14, -0.0079, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fcar\",\n",
-      "        {2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 19.0},\n",
-      "        {-4411.67, 0.2511, 10.695},\n",
-      "        {0.6866, -1.2415e-05, 186.0, -6.884},\n",
-      "        {2.21e-05, 525.0, 4.14, -0.0079, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"deer\",\n",
-      "        {12.0, 0.0, 0.0, 0.0, 18.0, 0.0, 0.0, 0.0, 3.0, 0.0, 5.0, 90.0},\n",
-      "        {-18339.78, 1.65, 55.74},\n",
-      "        {3.1644, -2.7883e-05, -5039.1, -26.721},\n",
-      "        {2.75e-05, 630.0, 4.12, -0.0065, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {510.0,0.00062,-108.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mu\",\n",
-      "        {3.0, 1.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5976.52, 0.292, 14.083},\n",
-      "        {0.7564, -1.984e-05, -2170.0, -6.9792},\n",
-      "        {3.07e-05, 490.0, 4.15, -0.0085, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cel\",\n",
-      "        {4.0, 0.5, 0.0, 1.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5834.98, 0.29, 13.957},\n",
-      "        {0.7412, -1.8748e-05, -2368.8, -6.6169},\n",
-      "        {3.07e-05, 700.0, 4.11, -0.0059, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fcel\",\n",
-      "        {4.0, 0.5, 0.0, 0.0, 1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5468.88, 0.33, 14.07},\n",
-      "        {0.7563, -1.9147e-05, -1586.1, -6.9287},\n",
-      "        {3.18e-05, 700.0, 4.11, -0.0059, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pa\",\n",
-      "        {3.0, 1.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5942.65, 0.277, 13.211},\n",
-      "        {0.803, -3.158e-05, 217.0, -8.151},\n",
-      "        {3.7e-05, 515.0, 6.51, -0.0126, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ma\",\n",
-      "        {2.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-6241.92, 0.265, 12.964},\n",
-      "        {0.7444, -1.68e-05, -2074.4, -6.7832},\n",
-      "        {2.33e-05, 1000.0, 4.08, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {353.0,0.00121,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"phl\",\n",
-      "        {3.0, 0.5, 0.0, 3.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6214.56, 0.326, 14.964},\n",
-      "        {0.7703, -3.6939e-05, -2328.9, -6.5316},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ann\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-5141.04, 0.42, 15.432},\n",
-      "        {0.8157, -3.4861e-05, 19.8, -7.4667},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fbi\",\n",
-      "        {2.0, 1.0, 0.0, 2.0, 1.0, 0.5, 0.0, 0.0, 0.5, 0.0, 1.0, 22.0},\n",
-      "        {-5896.08, 0.3487, 15.0725},\n",
-      "        {0.7918, -3.8031e-05, -1718.3, -6.8869},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"obi\",\n",
-      "        {3.0, 0.5, 0.0, 2.0, 1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-5862.62, 0.35733, 15.12},\n",
-      "        {0.7854, -3.6246e-05, -1546.0, -6.8433},\n",
-      "        {3.8e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnbi\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 3.0, 0.0, 1.0, 19.0},\n",
-      "        {-5475.44, 0.433, 15.264},\n",
-      "        {0.8099, -5.9213e-05, -1514.4, -6.9987},\n",
-      "        {3.8e-05, 530.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"east\",\n",
-      "        {2.0, 1.5, 0.0, 2.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6329.98, 0.318, 14.738},\n",
-      "        {0.7855, -3.8031e-05, -2130.3, -6.8937},\n",
-      "        {3.8e-05, 530.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"naph\",\n",
-      "        {3.0, 0.5, 0.0, 3.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6164.58, 0.318, 14.45},\n",
-      "        {0.7735, -4.0229e-05, -2597.9, -6.5126},\n",
-      "        {3.28e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {274.0,0.002,-50.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"tan\",\n",
-      "        {4.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5899.75, 0.259, 13.665},\n",
-      "        {0.6222, 0.0, -6385.5, -3.9163},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"clin\",\n",
-      "        {3.0, 1.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-8908.79, 0.437, 21.14},\n",
-      "        {1.1708, -1.508e-06, -3825.8, -10.315},\n",
-      "        {2.04e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ames\",\n",
-      "        {2.0, 2.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-9039.76, 0.412, 20.71},\n",
-      "        {1.186, -2.599e-06, -3627.2, -10.677},\n",
-      "        {2e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"afchl\",\n",
-      "        {4.0, 0.0, 0.0, 6.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-8727.82, 0.439, 21.57},\n",
-      "        {1.155, -4.17e-07, -4024.4, -9.9529},\n",
-      "        {2.04e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"daph\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 36.0},\n",
-      "        {-7118.39, 0.584, 21.62},\n",
-      "        {1.192, -5.94e-06, -4826.4, -9.7683},\n",
-      "        {2.27e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mnchl\",\n",
-      "        {3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0, 0.0, 4.0, 31.0},\n",
-      "        {-7698.97, 0.595, 22.59},\n",
-      "        {1.1365, -5.243e-06, -5548.1, -8.9115},\n",
-      "        {2.23e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"sud\",\n",
-      "        {3.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 35.0},\n",
-      "        {-8626.32, 0.395, 20.3},\n",
-      "        {1.4361, -4.8749e-05, -2748.5, -13.764},\n",
-      "        {1.99e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fsud\",\n",
-      "        {3.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 35.0},\n",
-      "        {-7900.37, 0.456, 20.4},\n",
-      "        {1.4663, -4.7365e-05, -1182.8, -14.388},\n",
-      "        {2.08e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"prl\",\n",
-      "        {4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 20.0},\n",
-      "        {-5640.64, 0.239, 12.804},\n",
-      "        {0.7845, -4.2948e-05, 1251.0, -8.4959},\n",
-      "        {4.5e-05, 370.0, 10.0, -0.0271, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {405.0,0.00120881,-54.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ta\",\n",
-      "        {4.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5896.7, 0.259, 13.665},\n",
-      "        {0.6222, 0.0, -6385.5, -3.9163},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fta\",\n",
-      "        {4.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-4799.14, 0.352, 14.225},\n",
-      "        {0.5797, 3.9494e-05, -6459.3, -3.0881},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"tats\",\n",
-      "        {3.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-6000.79, 0.259, 13.51},\n",
-      "        {0.5495, 3.6324e-05, -8606.6, -2.5153},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"tap\",\n",
-      "        {4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 20.0},\n",
-      "        {-5649.53, 0.235, 13.45},\n",
-      "        {0.7845, -4.2948e-05, 1251.0, -8.4959},\n",
-      "        {4.5e-05, 370.0, 10.0, -0.0271, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"nta\",\n",
-      "        {3.0, 0.5, 0.0, 3.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 1.0, 22.0},\n",
-      "        {-6163.41, 0.318, 14.45},\n",
-      "        {0.7735, -4.0229e-05, -2597.9, -6.5126},\n",
-      "        {3.28e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"minn\",\n",
-      "        {4.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-4818.89, 0.355, 14.851},\n",
-      "        {0.5797, 3.9494e-05, -6459.3, -3.0881},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"minm\",\n",
-      "        {4.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-5865.7, 0.2639, 14.291},\n",
-      "        {0.6222, 0.0, -6385.5, -3.9163},\n",
-      "        {1.8e-05, 430.0, 6.17, -0.0144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"kao\",\n",
-      "        {2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 17.0},\n",
-      "        {-4122.08, 0.2037, 9.934},\n",
-      "        {0.4367, -3.4295e-05, -4055.9, -2.6991},\n",
-      "        {2.51e-05, 645.0, 4.12, -0.0064, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {226.0,0.0035299999999999997,-104.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"pre\",\n",
-      "        {3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 21.0},\n",
-      "        {-6202.04, 0.2928, 14.026},\n",
-      "        {0.7249, -1.3865e-05, -2059.0, -6.3239},\n",
-      "        {1.58e-05, 1093.0, 4.01, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {454.0,0.0009713300000000001,-68.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fpre\",\n",
-      "        {3.0, 0.5, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.5, 0.0, 1.0, 21.0},\n",
-      "        {-5766.47, 0.32, 14.8},\n",
-      "        {0.7371, -1.681e-05, -1957.3, -6.3581},\n",
-      "        {1.58e-05, 1093.0, 4.01, -0.0037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"chr\",\n",
-      "        {2.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 18.0},\n",
-      "        {-4360.72, 0.2213, 10.746},\n",
-      "        {0.6247, -2.077e-05, -1721.8, -5.6194},\n",
-      "        {2.2e-05, 628.0, 4.0, -0.0064, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {146.364,0.005370000000000001,-88.8}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 18.0},\n",
-      "        {-4368.91, 0.212, 10.645},\n",
-      "        {0.6147, -2.077e-05, -1721.8, -5.6194},\n",
-      "        {2.2e-05, 710.0, 3.2, -0.0045, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"glt\",\n",
-      "        {2.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 18.0},\n",
-      "        {-3297.37, 0.31, 11.98},\n",
-      "        {0.5764, 2.984e-06, -3757.0, -4.1662},\n",
-      "        {2.28e-05, 630.0, 4.0, -0.0063, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fstp\",\n",
-      "        {8.0, 1.0, 0.0, 0.0, 5.0, 0.25, 0.0, 0.0, 0.0, 0.0, 6.25, 58.5},\n",
-      "        {-12550.93, 0.9302, 37.239},\n",
-      "        {1.9443, -1.2289e-05, -4840.2, -16.635},\n",
-      "        {3.68e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mstp\",\n",
-      "        {8.0, 1.0, 0.0, 5.0, 0.0, 0.25, 0.0, 0.0, 0.0, 0.0, 6.25, 58.5},\n",
-      "        {-14286.4, 0.8474, 36.577},\n",
-      "        {1.8622, -1.4018e-05, -8983.1, -14.923},\n",
-      "        {3.71e-05, 513.0, 7.33, -0.0143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"atg\",\n",
-      "        {34.0, 0.0, 0.0, 48.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 31.0, 291.0},\n",
-      "        {-71399.94, 3.62, 175.48},\n",
-      "        {9.621, -9.1183e-05, -35941.6, -83.0342},\n",
-      "        {2.8e-05, 631.0, 5.92, -0.0094, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {146.364,0.005370000000000001,-88.8}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ab\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3935.3, 0.2074, 10.067},\n",
-      "        {0.452, -1.3364e-05, -1275.9, -3.9536},\n",
-      "        {2.36e-05, 541.0, 5.91, -0.0109, 2.0, 14.0, 0.042, 13.0, 0.042, 3.0, 0.9},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"abh\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3921.3, 0.2243, 10.105},\n",
-      "        {0.452, -1.3364e-05, -1275.9, -3.9536},\n",
-      "        {2.41e-05, 541.0, 5.91, -0.0109, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mic\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3975.42, 0.2143, 10.871},\n",
-      "        {0.4488, -1.0075e-05, -1007.3, -3.9731},\n",
-      "        {1.66e-05, 583.0, 4.02, -0.0069, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"san\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3966.77, 0.2143, 10.871},\n",
-      "        {0.4488, -1.0075e-05, -1007.3, -3.9731},\n",
-      "        {1.66e-05, 583.0, 4.02, -0.0069, 2.0, 8.65, 0.024, 8.5, 0.024, 3.0, 0.8},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"an\",\n",
-      "        {2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-4232.63, 0.2005, 10.079},\n",
-      "        {0.3705, 1.001e-05, -4339.1, -1.9606},\n",
-      "        {1.41e-05, 860.0, 4.09, -0.0048, 2.0, 42.01, 0.1, 42.0, 0.1, 1.0, 2.0},\n",
-      "        {421.0,0.00348,-43.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"kcm\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 1.0, 16.0},\n",
-      "        {-4232.71, 0.2815, 11.438},\n",
-      "        {0.5365, -1.009e-05, -980.4, -4.735},\n",
-      "        {3.21e-05, 425.0, 2.0, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"wa\",\n",
-      "        {4.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 15.0},\n",
-      "        {-4272.0, 0.254, 10.844},\n",
-      "        {0.4991, 0.0, 0.0, -4.3501},\n",
-      "        {2.66e-05, 900.0, 4.0, -0.0044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"hol\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3792.04, 0.1662, 7.128},\n",
-      "        {0.4176, -3.617e-06, -4748.1, -2.8199},\n",
-      "        {2.8e-05, 1800.0, 4.0, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"q\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-910.65, 0.04143, 2.269},\n",
-      "        {0.0928, -6.42e-07, -714.9, -0.7161},\n",
-      "        {0.0, 584.0, 8.96, -0.0153, 1.0, 847.0, 0.00535, 0.1267, 0.0, 0.0, 0.0},\n",
-      "        {431.25,0.00046,-14.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"trd\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-907.01, 0.0442, 2.8},\n",
-      "        {0.0749, 3.1e-06, -1174.0, -0.2367},\n",
-      "        {0.0, 150.0, 4.36, -0.0291, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {431.25,0.00046,-14.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"crst\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-904.17, 0.05096, 2.745},\n",
-      "        {0.0727, 1.304e-06, -4129.0, 0.0},\n",
-      "        {0.0, 160.0, 4.35, -0.0272, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {431.25,0.00046,-14.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"coe\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-907.0, 0.0397, 2.064},\n",
-      "        {0.1078, -3.279e-06, -190.3, -1.0416},\n",
-      "        {1.23e-05, 979.0, 4.19, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {620.0,0.0015,-150.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"stv\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-876.77, 0.024, 1.401},\n",
-      "        {0.0681, 6.01e-06, -1978.2, -0.0821},\n",
-      "        {1.58e-05, 3090.0, 4.6, -0.0015, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {2170.0,0.0018000000000000002,-180.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ne\",\n",
-      "        {1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2094.85, 0.1244, 5.419},\n",
-      "        {0.2727, -1.2398e-05, 0.0, -2.7631},\n",
-      "        {4.63e-05, 465.0, 4.16, -0.0089, 1.0, 467.0, 0.01, 0.08, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cg\",\n",
-      "        {1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2092.02, 0.1187, 5.603},\n",
-      "        {0.1161, 8.6021e-05, -1992.7, 0.0},\n",
-      "        {4.5e-05, 465.0, 4.16, -0.0089, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cgh\",\n",
-      "        {1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2078.3, 0.135, 5.67},\n",
-      "        {0.2292, 1.1876e-05, 0.0, -1.9707},\n",
-      "        {4.67e-05, 465.0, 4.16, -0.0089, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"macf\",\n",
-      "        {0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2246.34, 0.08, 3.614},\n",
-      "        {0.2, 6.252e-06, -2996.4, -0.8884},\n",
-      "        {1.93e-05, 2120.0, 4.0, -0.0017, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"mscf\",\n",
-      "        {1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2061.5, 0.0875, 3.649},\n",
-      "        {0.2133, 2.69e-06, -1410.4, -1.4959},\n",
-      "        {2.01e-05, 1850.0, 4.0, -0.0017, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fscf\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1402.5, 0.1434, 3.914},\n",
-      "        {0.1811, 1.8526e-05, -2767.2, -0.5271},\n",
-      "        {2.01e-05, 1850.0, 4.0, -0.0017, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"nacf\",\n",
-      "        {1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1965.62, 0.11, 3.631},\n",
-      "        {0.2727, -1.2398e-05, 0.0, -2.7631},\n",
-      "        {2.1e-05, 1850.0, 4.6, -0.0025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"cacf\",\n",
-      "        {0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2325.6, 0.0876, 3.976},\n",
-      "        {0.1919, 9.563e-06, -3211.3, -0.6402},\n",
-      "        {1.93e-05, 1900.0, 4.0, -0.0021, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"manal\",\n",
-      "        {0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 21.0},\n",
-      "        {-6796.63, 0.25, 11.166},\n",
-      "        {0.6, 1.8756e-05, -8989.2, -2.6652},\n",
-      "        {1.93e-05, 1840.0, 4.0, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"nanal\",\n",
-      "        {1.0, 2.5, 0.0, 2.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 21.0},\n",
-      "        {-6610.27, 0.28, 11.322},\n",
-      "        {0.6727, 1.06e-07, -5992.8, -4.5399},\n",
-      "        {2.01e-05, 1840.0, 4.0, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"msnal\",\n",
-      "        {3.0, 0.0, 0.0, 6.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 21.0},\n",
-      "        {-6172.38, 0.2725, 11.061},\n",
-      "        {0.6399, 8.07e-06, -4231.2, -4.4877},\n",
-      "        {2.1e-05, 1850.0, 4.0, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"fsnal\",\n",
-      "        {3.0, 0.0, 0.0, 0.0, 6.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 21.0},\n",
-      "        {-4146.0, 0.4402, 11.856},\n",
-      "        {0.5433, 5.5578e-05, -8301.6, -1.5813},\n",
-      "        {2.1e-05, 1850.0, 4.0, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"canal\",\n",
-      "        {0.0, 3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 21.0},\n",
-      "        {-6840.0, 0.2576, 11.159},\n",
-      "        {0.5919, 2.2067e-05, -9204.1, -2.417},\n",
-      "        {1.93e-05, 1770.0, 4.0, -0.0022, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"sdl\",\n",
-      "        {6.0, 3.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, -1.0, 0.0, 0.0, 44.0},\n",
-      "        {-13407.31, 0.91, 42.13},\n",
-      "        {1.5327, 4.7747e-05, -2972.8, -12.427},\n",
-      "        {4.63e-05, 465.0, 4.16, -0.0089, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"kls\",\n",
-      "        {1.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2123.13, 0.136, 6.052},\n",
-      "        {0.242, -4.482e-06, -895.8, -1.9358},\n",
-      "        {3.16e-05, 514.0, 2.0, -0.0039, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lc\",\n",
-      "        {2.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3029.4, 0.1985, 8.826},\n",
-      "        {0.3698, -1.6332e-05, 684.7, -3.6831},\n",
-      "        {1.85e-05, 450.0, 5.7, -0.0127, 2.0, 11.61, 0.4, 11.6, 0.4, 2.0, 0.7},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"me\",\n",
-      "        {6.0, 3.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 43.0},\n",
-      "        {-13841.62, 0.752, 33.985},\n",
-      "        {1.359, 3.6442e-05, -8594.7, -9.5982},\n",
-      "        {1.82e-05, 870.0, 4.09, -0.0047, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {301.0,0.00426,-70.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"wrk\",\n",
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-      "        {-262.15, 0.0586, 1.206},\n",
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-      "        {1121.4,0.0007800000000000001,-21.0}\n",
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-      "        {-1675.19, 0.0509, 2.558},\n",
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-      "        {1620.0,0.0018000000000000002,-190.0}\n",
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-      "        {-1468.45, 0.0593, 2.635},\n",
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-      "        {-825.43, 0.0874, 3.027},\n",
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-      "        {915.0,0.0012,-130.0}\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {3.3e-05, 2000.0, 3.94, -0.002, 1.0, 520.0, 0.0057, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
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-      "        {2.4e-05, 1700.0, 8.3, -0.0049, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
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-      "        {1320.0,0.0017,-170.0}\n",
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-      "        {910.0,0.0017,-170.0}\n",
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-      "        {2e-05, 953.0, 3.88, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {910.0,0.0017,-170.0}\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {3.57e-05, 2000.0, 3.94, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
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-      "        {3.33e-05, 1310.0, 5.7, -0.0043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
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-      "    },\n",
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-      "        {1080.0,0.0005,-90.0}\n",
-      "    },\n",
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-      "        {840.0,0.0004,-70.0}\n",
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-      "        {915.0,0.0012,-130.0}\n",
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-      "    {\n",
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-      "        {-1442.21, 0.121, 4.457},\n",
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-      "        {3.63e-05, 1857.0, 4.05, -0.0022, 1.0, 665.0, 0.017, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {915.0,0.0012,-130.0}\n",
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-      "    {\n",
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-      "        {2.63e-05, 1750.0, 3.5, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1190.0,0.0012,-150}\n",
-      "    },\n",
-      "    {\n",
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-      "        {3.86e-05, 1470.0, 4.0, -0.00272, 2.0, 1.0, 0.0, 0.9, 0.0, 1.0, 0.5},\n",
-      "        {915.0,0.0012,-130.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-1764.17, 0.1183, 4.356},\n",
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-      "        {2.6e-05, 1922.0, 4.04, -0.0021, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1090.0,0.00058,-140}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-925.63, 0.0632, 2.463},\n",
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-      "        {6.2e-05, 415.0, 6.45, -0.0155, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {352.0,0.0034,-105.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-999.74, 0.0345, 1.786},\n",
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-      "        {3.57e-05, 2280.0, 4.04, -0.0018, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {352.0,0.0034,-105.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"gth\",\n",
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-      "        {4.35e-05, 2500.0, 4.03, -0.0016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {352.0,0.0034,-105.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {2.52e-05, 733.0, 4.06, -0.0055, 1.0, 1240.0, 0.01, 0.04, 0.0, 0.0, 0.0},\n",
-      "        {327.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.1671, 1.0695e-05, 162.0, -1.5649},\n",
-      "        {6.14e-05, 614.0, 5.87, -0.0096, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {385.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-1110.88, 0.0655, 2.803},\n",
-      "        {0.1864, -3.772e-06, 0.0, -1.8862},\n",
-      "        {3.38e-05, 1028.0, 5.41, -0.0053, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {680.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-762.14, 0.0933, 2.943},\n",
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-      "        {4.39e-05, 1200.0, 4.07, -0.0034, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {680.0,0.0008829,-143.88}\n",
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-      "        {-892.28, 0.098, 3.107},\n",
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-      "        {2.44e-05, 953.0, 3.88, -0.0041, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {680.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-2326.2, 0.1561, 6.429},\n",
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-      "        {3.28e-05, 943.0, 3.74, -0.004, 2.0, 11.91, 0.016, 11.9, 0.016, 1.0, 1.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-1971.31, 0.18846, 6.606},\n",
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-      "        {3.46e-05, 914.0, 3.88, -0.0043, 2.0, 11.91, 0.016, 11.9, 0.016, 1.0, 1.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-436.5, 0.0826, 3.752},\n",
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-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
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-      "        {-411.3, 0.0721, 2.702},\n",
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-      "        {0.0001147, 238.0, 5.0, -0.021, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-171.64, 0.0529, 2.394},\n",
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-      "        {3.1e-05, 1395.0, 4.09, -0.0029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-99.03, 0.0655, 1.819},\n",
-      "        {0.0502, 1.1052e-05, -940.0, 0.0},\n",
-      "        {5.68e-05, 658.0, 4.17, -0.0063, 1.0, 598.0, 0.012, 0.041, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-97.77, 0.0708, 1.819},\n",
-      "        {0.0502, 1.1052e-05, -940.0, 0.0},\n",
-      "        {5.73e-05, 658.0, 4.17, -0.0063, 1.0, 598.0, 0.012, 0.041, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-102.17, 0.06, 1.818},\n",
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-      "        {4.93e-05, 658.0, 4.17, -0.0063, 1.0, 420.0, 0.01, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-96.02, 0.0575, 1.738},\n",
-      "        {0.0511, 8.307e-06, -669.7, 0.0},\n",
-      "        {5.94e-05, 658.0, 4.17, -0.0063, 1.0, 595.0, 0.01, 0.016, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"any\",\n",
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-      "        {-1434.4, 0.1069, 4.594},\n",
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-      "        {4.18e-05, 543.8, 4.19, -0.0077, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"iron\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-0.0, 0.02709, 0.709},\n",
-      "        {0.0462, 5.159e-06, 723.1, -0.5562},\n",
-      "        {3.56e-05, 1640.0, 5.16, -0.0031, 1.0, 1042.0, 0.0083, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Ni\",\n",
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-      "        {0.0, 0.02987, 0.659},\n",
-      "        {0.0498, 0.0, 585.9, -0.5339},\n",
-      "        {4.28e-05, 1905.0, 4.25, -0.0022, 1.0, 631.0, 0.003, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Cu\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.03314, 0.711},\n",
-      "        {0.0124, 9.22e-06, -379.9, 0.2335},\n",
-      "        {3.58e-05, 1625.0, 4.24, -0.0026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0, 0.00576, 0.53},\n",
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-      "        {1.65e-05, 312.0, 3.9, -0.0125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
-      "        \"diam\",\n",
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-      "        {1.89, 0.00236, 0.342},\n",
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-      "        {4e-06, 4465.0, 1.61, -0.00036, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {457.0,0.0008829,-143.88}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0, 0.03205, 1.551},\n",
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-      "        {6.4e-05, 145.0, 7.0, -0.048, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-393.51, 0.2137, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
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-      "        {-110.53, 0.19767, 0.0},\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "    },\n",
-      "    {\n",
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-      "    },\n",
-      "    {\n",
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-      "        {-1632.15, 0.0149, 3.369},\n",
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-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {-921.01, 0.0164, 2.73},\n",
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-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
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-      "        {1e-16,0.0,0.0}\n",
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-      "    {\n",
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-      "        {-2237.2, -0.062, 4.312},\n",
-      "        {0.2694, 0.0, 0.0, 0.0},\n",
-      "        {9.2e-05, 362.0, 10.06, -0.0278, -0.044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"faL\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-1462.82, 0.096, 4.677},\n",
-      "        {0.2437, 0.0, 0.0, 0.0},\n",
-      "        {0.0001071, 290.0, 10.42, -0.0359, -0.055, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"woL\",\n",
-      "        {1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0},\n",
-      "        {-1642.55, 0.0225, 3.985},\n",
-      "        {0.1674, 0.0, 0.0, 0.0},\n",
-      "        {6.69e-05, 325.0, 9.38, -0.0308, -0.02, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"enL\",\n",
-      "        {2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3096.28, -0.004, 6.984},\n",
-      "        {0.3536, 0.0, 0.0, 0.0},\n",
-      "        {6.81e-05, 218.0, 7.2, -0.033, -0.024, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"diL\",\n",
-      "        {2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3193.77, 0.0421, 7.288},\n",
-      "        {0.334, 0.0, 0.0, 0.0},\n",
-      "        {8.51e-05, 249.0, 8.04, -0.0323, -0.0373, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"silL\",\n",
-      "        {1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0},\n",
-      "        {-2593.5, 0.01, 6.051},\n",
-      "        {0.253, 0.0, 0.0, 0.0},\n",
-      "        {4.08e-05, 220.0, 6.36, -0.0289, -0.029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"anL\",\n",
-      "        {2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-4277.95, 0.029, 10.014},\n",
-      "        {0.43, 0.0, 0.0, 0.0},\n",
-      "        {5.14e-05, 210.0, 6.38, -0.0304, -0.055, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"kspL\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3985.38, 0.1292, 11.431},\n",
-      "        {0.368, 0.0, 0.0, 0.0},\n",
-      "        {4.93e-05, 173.0, 6.84, -0.0393, -0.009, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"abL\",\n",
-      "        {3.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 13.0},\n",
-      "        {-3925.42, 0.1499, 10.858},\n",
-      "        {0.358, 0.0, 0.0, 0.0},\n",
-      "        {3.37e-05, 176.0, 14.35, -0.0815, -0.026, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"neL\",\n",
-      "        {1.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 7.0},\n",
-      "        {-2117.03, 0.0529, 5.2},\n",
-      "        {0.2165, 0.0, 0.0, 0.0},\n",
-      "        {0.000137, 250.0, 7.37, -0.0295, -0.008, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"lcL\",\n",
-      "        {2.0, 0.5, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 10.0},\n",
-      "        {-3068.53, 0.102, 8.59},\n",
-      "        {0.287, 0.0, 0.0, 0.0},\n",
-      "        {6.7e-05, 175.0, 7.0, -0.0394, -0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"ruL\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-948.48, 0.001, 1.7032},\n",
-      "        {0.1118, 0.0, 0.0, 0.0},\n",
-      "        {0.0002901, 149.0, 8.0, -0.034, -0.035, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {1e-16,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"bdyL\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0},\n",
-      "        {-1031.87, 0.0489, 1.83},\n",
-      "        {0.09, 0.0, 0.0, 0.0},\n",
-      "        {0.0002, 149.0, 8.0, -0.034, -0.03, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"H+\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Cl-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {-167.08, 0.05673, 1.779},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1414, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"OH-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.5, 2.0},\n",
-      "        {-230.02, -0.01071, -0.418},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1372, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Na+\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-240.3, 0.0584, -0.111},\n",
-      "        {0.0, 0.0001913, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0306, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"K+\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-252.17, 0.10104, 0.906},\n",
-      "        {0.0, 7.27e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0072, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Ca++\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-543.3, -0.0565, -1.806},\n",
-      "        {0.0, -6.9e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0463, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Mg++\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-465.96, -0.1381, -2.155},\n",
-      "        {0.0, -4.62e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0265, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Fe++\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-90.42, -0.10711, -2.22},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0339, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"Al+++\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.5, 0.0, 0.0, 1.0},\n",
-      "        {-527.23, -0.3163, -4.44},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.1427, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CO3--\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 3.0},\n",
-      "        {-675.23, -0.05, -0.502},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.2908, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"AlOH3\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5, 7.0},\n",
-      "        {-1251.85, 0.0536, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1015, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"AlOH4-\",\n",
-      "        {0.0, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 2.0, 9.0},\n",
-      "        {-1495.78, 0.1269, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0965, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"KOH\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, 1.0, 0.0, 0.5, 4.0},\n",
-      "        {-473.62, 0.10962, -0.8},\n",
-      "        {0.0, 9.45e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0293, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {-162.13, 0.05673, 1.779},\n",
-      "        {0.0, 9.03e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.054, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"KCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-400.03, 0.18481, 4.409},\n",
-      "        {0.0, 5.43e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.038, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"NaCl\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5, 0.0, -0.5, 0.0, 0.0, 1.0},\n",
-      "        {-399.88, 0.12609, 2.226},\n",
-      "        {0.0, 0.0001913, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.002, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CaCl2\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-877.06, 0.046, 3.26},\n",
-      "        {0.0, 0.0001369, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0343, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"CaCl+\",\n",
-      "        {0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-701.28, 0.02736, 0.574},\n",
-      "        {0.0, -6.9e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.04, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"MgCl2\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-796.08, -0.02243, 2.92},\n",
-      "        {0.0, 0.0002399, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0186, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"MgCl+\",\n",
-      "        {0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-632.48, -0.08137, 0.126},\n",
-      "        {0.0, -4.62e-05, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.1126, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"FeCl2\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.0, 0.0, 0.0, 1.0},\n",
-      "        {-375.34, 0.10988, 2.7},\n",
-      "        {0.0, 0.0004503, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0124, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"aqSi\",\n",
-      "        {1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0},\n",
-      "        {-887.76, 0.04635, 1.832},\n",
-      "        {0.0, 0.0001775, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.0283, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HS-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5, 0.0, 0.5, 1.0},\n",
-      "        {-16.11, 0.0682, 2.065},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.092, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HSO3-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5, 0.0, 0.5, 4.0},\n",
-      "        {-626.22, 0.13975, 3.33},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, -0.0058, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"SO42-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 4.0},\n",
-      "        {-909.6, 0.01883, 1.388},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.268, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    },\n",
-      "    {\n",
-      "        \"HSO4-\",\n",
-      "        {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 0.0, 0.5, 5.0},\n",
-      "        {-889.1, 0.12552, 3.52},\n",
-      "        {0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0, 0.0, 0.0, 0.0, -1.0, 0.022, 0.0, 0.0, 0.0, 0.0, 0.0},\n",
-      "        {0.0,0.0,0.0}\n",
-      "    }\n",
-      "};\n",
-      "\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(op)\n",
-    "text_file   = open(out_name, \"w\")\n",
-    "n           = text_file.write(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.9"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/python/deprecated/SS_Analytical_TC30122020.ipynb b/python/deprecated/SS_Analytical_TC30122020.ipynb
deleted file mode 100755
index c5771935..00000000
--- a/python/deprecated/SS_Analytical_TC30122020.ipynb
+++ /dev/null
@@ -1,2766 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# Code to generate objective function Jacobian matrices from solution models for local minimization\n",
-    "# it also generates additional inequality constraints\n",
-    "\n",
-    "# last update 25.01.22, NR\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "\n",
-    "from sympy import *\n",
-    "from sympy.printing import print_ccode\n",
-    "\n",
-    "# EXPORT\n",
-    "import os, re\n",
-    "init_printing()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "code_folding": [
-     1,
-     174,
-     179,
-     201,
-     225,
-     231,
-     261,
-     291,
-     302
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# non linear phase solver, include option to generate ghost points\n",
-    "def func_bnd_guess(name,bulk):\n",
-    "    eps = 1e-14\n",
-    "    if   name == 'bi':\n",
-    "        # def bnd():\n",
-    "        t   = 1\n",
-    "        f   = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, t),(0, f))\n",
-    "        iguess = [0.15, 0.25, 0.4, 0.17, 0.25]\n",
-    "            \n",
-    "    elif name == 'ksp':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1))\n",
-    "        iguess = [0.1, 0.001]\n",
-    "        \n",
-    "    elif name == 'g':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, f), (0, cr),(0, t))\n",
-    "        iguess = [0.3, 0.2, 0.01, 0.01, 0.001]\n",
-    "\n",
-    "    elif name == 'ep':\n",
-    "        # def bnd():\n",
-    "        f   = 1\n",
-    "        Q   = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "            Q  = eps\n",
-    "        box_bounds = ((0, f), (0, Q))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "        \n",
-    "    elif name == 'pl':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "       \n",
-    "        \n",
-    "    elif name == 'mu':\n",
-    "        # def bnd():\n",
-    "        f   = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "            \n",
-    "        box_bounds = ((0, 1), (0, 1),(0, f), (0, 1),(0, 1))\n",
-    "        iguess = [0.25, 0.6, 0.17, 0.06, 0.004]\n",
-    "       \n",
-    "    elif name == 'ol':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1))\n",
-    "        iguess = [0.4, 0.002, 0.01]\n",
-    "            \n",
-    "    elif name == 'cd':\n",
-    "        # def bnd():\n",
-    "        h   = 1\n",
-    "\n",
-    "        if bulk[10] == 0:\n",
-    "            h  = eps\n",
-    "        box_bounds = ((0, 1), (0, h))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "\n",
-    "    elif name == 'opx':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 2),(0, 1), (-1, 1),(0, f),(0, t), (0, cr),(0, 1))\n",
-    "        iguess = [0.05, 0.006, 0.025, 0.032, 0.1, 0.001, 0.001, 0.001] \n",
-    "\n",
-    "            \n",
-    "    elif name == 'cpx':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 2),(0, 1), (0, 1),(-1, 1),(0, f), (0, cr),(0, t), (0, 1))\n",
-    "        iguess = [0.075, 0.1120, 0.05, 0.11, -0.0005, 0.001, 0.001, 0.001, 0.001]\n",
-    "\n",
-    "            \n",
-    "    elif name == 'spn':\n",
-    "        # def bnd():\n",
-    "        y   = 1\n",
-    "        c   = 1\n",
-    "        t   = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            y  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            c  = eps_\n",
-    "        box_bounds = ((0, 1), (0, y),(0, c), (0, t),(-1, 1),(-1, 1), (-1, 1))\n",
-    "        iguess = [0.1, 0.05, 0.05, 0.05, 0.02, 0.02, 0.02]\n",
-    "            \n",
-    "    elif name == 'hb':\n",
-    "        # def bnd():\n",
-    "        f  = 1\n",
-    "        t  = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, 1),(0, 1),(0, 1), (0, f),(0, t), (-1, 1),(-1, 1))\n",
-    "        iguess = [0.3, 0.2, 0.01, 0.45, 0.01, 0.8, 0.05, 0.01, -0.01, 0.1]\n",
-    "            \n",
-    "    elif name == 'liq':\n",
-    "        # def bnd():\n",
-    "        hm  = 1\n",
-    "        ek  = 1\n",
-    "        ti  = 1\n",
-    "        h2o = 1\n",
-    "        \n",
-    "        if bulk[7] == 0:#ti\n",
-    "            ti   = eps\n",
-    "        if bulk[8] == 0:#chr\n",
-    "            hm  = eps\n",
-    "        if bulk[9] == 0:#o\n",
-    "            ek  = eps\n",
-    "        if bulk[10] == 0:#h2o\n",
-    "            h2o = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, 1),(0, 1), (0, hm),(0, ek), (0, ti),(0, 1), (0, 1), (0, h2o))\n",
-    "        iguess = [0.2,0.2,0.1,0.1,0.05,0.001,0.001,0.001,0.001,0.001,0.001]\n",
-    "\n",
-    "    elif name == 'ilm':\n",
-    "        # def bnd():\n",
-    "        x2  = 0\n",
-    "        if bulk[8] == 0:\n",
-    "            x2  = 1 - eps\n",
-    "\n",
-    "        box_bounds = ((x2, 1.), (-0.99, 0.99))\n",
-    "        iguess = [0.8, 0.55]\n",
-    "\n",
-    "    else:\n",
-    "        display('Either phase is not defined or there is a typo')\n",
-    "  \n",
-    "\n",
-    "    return (box_bounds,iguess)\n",
-    "\n",
-    "def brackets(eq):  \n",
-    "    eq =  re.sub(r'[_][L][_]', r'[',str(eq) )\n",
-    "    eq =  re.sub(r'[_][R][_]', r']',str(eq) )\n",
-    "    return(eq) \n",
-    "\n",
-    "def digit2index(eq):  \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9][0-9])', r'mu[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9][0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9][0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9][0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9][0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9][0-9])', r'bulk[\\1]',str(eq) )   \n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9][0-9])', r'chem_comp[\\1]',str(eq) )   \n",
-    "    \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9])', r'mu[\\1]',str(eq) )  \n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9])', r'chem_comp[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9])', r'bulk[\\1]',str(eq) )  \n",
-    "    eq =  re.sub(r'[x]', r'x1',str(eq) ) #change x-eos name are already used by other variables\n",
-    "    eq =  re.sub(r'[n]', r'n1',str(eq) ) #change x-eos name are already used by other variables\n",
-    "    \n",
-    "    eq =  re.sub(r'[l][o][g]', r'fct_log',str(eq) ) # use fct_log, which deals with < 0 and NaN\n",
-    "    return(eq) \n",
-    "\n",
-    "def digit2index2(eq):  \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9][0-9])', r'mu[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9][0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9][0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9][0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[g][b]([0-9][0-9])', r'gb[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9][0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9][0-9])', r'bulk[\\1]',str(eq) )   \n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9][0-9])', r'chem_comp[\\1]',str(eq) )   \n",
-    "    \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9])', r'mu[\\1]',str(eq) )  \n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[g][b]([0-9])', r'gb[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9])', r'chem_comp[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9])', r'bulk[\\1]',str(eq) )  \n",
-    "#     eq =  re.sub(r'[x]', r'x1',str(eq) ) #change x-eos name are already used by other variables\n",
-    "#     eq =  re.sub(r'[n]', r'n1',str(eq) ) #change x-eos name are already used by other variables\n",
-    "    \n",
-    "    eq =  re.sub(r'[l][o][g]', r'fct_log',str(eq) ) # use fct_log, which deals with < 0 and NaN\n",
-    "    return(eq) \n",
-    "\n",
-    "def replaceSymbols(op,in_var,out_var):    \n",
-    "    regin  = 'r\\'([' + in_var   +']*)\\''\n",
-    "    regout = 'r\\''  + out_var  +'\\''\n",
-    "    t0 =  re.sub(in_var, out_var,op )  \n",
-    "    return(t0)\n",
-    "\n",
-    "def realSquareRoot(eq):       \n",
-    "#     t1 =  re.sub(r'\\[l][o][g](\\([^()]*\\))', r'(fct_log(\\1))',str(eq) )\n",
-    "# WORKS (needs eps in the squares root)\n",
-    "\n",
-    "    t1 =  re.sub(r'[l][o][g]', r'fct_log',str(eq) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'creal(pow(\\1 + eps,0.5))',str(t1) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'creal(pow(\\1 + eps,0.25))',str(t1) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'creal(pow(\\1 + eps, -0.5))',str(t1) )  \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'creal(pow(\\1 + eps, -0.25))',str(t1) ) \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(0\\.5\\)', r'creal(pow(\\1 + eps, 0.5))',str(t1) )  \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(0\\.25\\)', r'creal(pow(\\1 + eps, 0.25))',str(t1) ) \n",
-    "    \n",
-    "#     t1 =  re.sub(r'([^*]*)\\*{2}0\\.25', r'pow(\\1 + eps, 0.25)',str(t1) ) \n",
-    "#     t1 =  re.sub(r'([^*]*)\\*{2}0\\.5', r'pow(\\1 + eps, 0.5)',str(t1) ) \n",
-    "    \n",
-    "    \n",
-    "    \n",
-    "#     t1 =  re.sub(r'[l][o][g]', r'fct_log',str(eq) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'(creal(fsq(\\1 +eps)**0.5))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'(creal(fsq(\\1 +eps)**0.25))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'(creal(fnsq(\\1 +eps)))',str(t1) )  \n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'(creal(fnsq2(\\1 +eps)))',str(t1) ) \n",
-    "\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'(re(fsq(\\1 )**0.5))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'(re(fsq(\\1 )**0.25))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'(re(fnsq(\\1 )))',str(t1) )  \n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'(re(fnsq2(\\1 )))',str(t1) )   \n",
-    "\n",
-    "    return(t1) \n",
-    "\n",
-    "def realSquareRoot2(eq):       \n",
-    "#     t1 =  re.sub(r'\\[l][o][g](\\([^()]*\\))', r'(fct_log(\\1))',str(eq) )\n",
-    "# WORKS (needs eps in the squares root)\n",
-    "\n",
-    "    t1 =  re.sub(r'[l][o][g]', r'fct_log',str(eq) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'pow(\\1,0.5)',str(t1) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'pow(\\1,0.25)',str(t1) )\n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'pow(\\1, -0.5)',str(t1) )  \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'pow(\\1, -0.25)',str(t1) ) \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(0\\.5\\)', r'pow(\\1, 0.5)',str(t1) )  \n",
-    "    t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(0\\.25\\)', r'pow(\\1, 0.25)',str(t1) ) \n",
-    "    \n",
-    "    t1 =  re.sub(r'([^*]*)\\*{2}0\\.25', r'pow(\\1, 0.25)',str(t1) ) \n",
-    "    t1 =  re.sub(r'([^*]*)\\*{2}0\\.5', r'pow(\\1, 0.5)',str(t1) ) \n",
-    "    \n",
-    "    \n",
-    "    \n",
-    "#     t1 =  re.sub(r'[l][o][g]', r'fct_log',str(eq) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'(creal(fsq(\\1 +eps)**0.5))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'(creal(fsq(\\1 +eps)**0.25))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'(creal(fnsq(\\1 +eps)))',str(t1) )  \n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'(creal(fnsq2(\\1 +eps)))',str(t1) ) \n",
-    "\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.5', r'(re(fsq(\\1 )**0.5))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}0\\.25', r'(re(fsq(\\1 )**0.25))',str(t1) )\n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.5\\)', r'(re(fnsq(\\1 )))',str(t1) )  \n",
-    "#     t1 =  re.sub(r'\\(([^)(]*)\\)\\*{2}\\(\\-0\\.25\\)', r'(re(fnsq2(\\1 )))',str(t1) )   \n",
-    "\n",
-    "    return(t1) \n",
-    "\n",
-    "def func_print(data):\n",
-    "    txt ='{'\n",
-    "    for i,val in enumerate(data):\n",
-    "        if i == len(data)-1:\n",
-    "            txt += str(val)\n",
-    "        else:\n",
-    "            txt += str(val)+', ' \n",
-    "    \n",
-    "    txt +='}'    \n",
-    "    return(txt)\n",
-    "\n",
-    "def func_print2(data):\n",
-    "    txt ='{'\n",
-    "    for i,val in enumerate(data):\n",
-    "        if i == len(data)-1:\n",
-    "            if len(val) > 1:\n",
-    "                txt +='{'\n",
-    "                for j,val2 in enumerate(val):\n",
-    "                    if j == len(val)-1:\n",
-    "                        txt += str(val2)\n",
-    "                    else:\n",
-    "                        txt += str(val2)+', ' \n",
-    "                txt +='}'\n",
-    "            else:\n",
-    "                txt += str(val)\n",
-    "        else:\n",
-    "            if len(val) > 1:\n",
-    "                txt +='{'\n",
-    "                for j,val2 in enumerate(val):\n",
-    "                    if j == len(val)-1:\n",
-    "                        txt += str(val2)\n",
-    "                    else:\n",
-    "                        txt += str(val2)+', ' \n",
-    "                txt +='},'\n",
-    "            else:\n",
-    "                txt += str(val)+', ' \n",
-    "    \n",
-    "    txt +='}'    \n",
-    "    return(txt)\n",
-    "\n",
-    "op = ''"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     2,
-     210,
-     374,
-     446,
-     522,
-     625,
-     724,
-     822,
-     884,
-     945,
-     1098,
-     1265,
-     1465,
-     1530,
-     1595
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# ss database\n",
-    "\n",
-    "def liq():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 12\n",
-    "\n",
-    "    W         = [0]*66\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # wo  range\n",
-    "    Range[1]  = [0,1]; # sl  range\n",
-    "    Range[2]  = [0,1]; # fo  range\n",
-    "    Range[3]  = [0,1]; # fa  range\n",
-    "    Range[4]  = [0,1]; # jd  range\n",
-    "    Range[5]  = [0,1]; # hm  range\n",
-    "    Range[6]  = [0,1]; # ek  range\n",
-    "    Range[7]  = [0,1]; # ti  range\n",
-    "    Range[8]  = [0,1]; # kj  range\n",
-    "    Range[9]  = [0,1]; # yct range\n",
-    "    Range[10] = [0,1]; # h2o range\n",
-    "\n",
-    "    p[0] = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "    p[1] = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "    p[2] = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "    p[3] = sympify('fo + 3/4*yct*fo');\n",
-    "    p[4] = sympify('fa + 3/4*yct*fa');\n",
-    "    p[5] = sympify('jd + 3/4*yct*jd');\n",
-    "    p[6] = sympify('hm + 3/4*yct*hm');\n",
-    "    p[7] = sympify('ek + 3/4*yct*ek');\n",
-    "    p[8] = sympify('ti + 3/4*yct*ti');\n",
-    "    p[9] = sympify('kj + 3/4*yct*kj');\n",
-    "    p[10] = sympify('yct');\n",
-    "    p[11] = sympify('h2o + 3/4*yct*h2o');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 9.5 - 0.10*P;\n",
-    "    W[1] = -10.3;\n",
-    "    W[2] = -26.5 - 3.12*P;\n",
-    "    W[3] = -12.0 - 0.55*P;\n",
-    "    W[4] = -15.1 - 0.13*P;\n",
-    "    W[5] = 20.0;\n",
-    "    W[6] = 0;\n",
-    "    W[7] = 24.6;\n",
-    "    W[8] = -17.8 - 0.05*P;\n",
-    "    W[9] = -14.6;\n",
-    "    W[10] = 17.8 - 0.61*P;\n",
-    "    W[11] = -26.5 + 0.85*P;\n",
-    "    W[12] = 2.2;\n",
-    "    W[13] = 2.5;\n",
-    "    W[14] = 16.8;\n",
-    "    W[15] = -5.0;\n",
-    "    W[16] = 0;\n",
-    "    W[17] = 15.2 - 0.04*P;\n",
-    "    W[18] = 7.0;\n",
-    "    W[19] = 4.0;\n",
-    "    W[20] = 23.7 - 0.94*P;\n",
-    "    W[21] = 25.5 + 0.11*P;\n",
-    "    W[22] = 14.0;\n",
-    "    W[23] = -1.2;\n",
-    "    W[24] = 0;\n",
-    "    W[25] = 0;\n",
-    "    W[26] = 18.0;\n",
-    "    W[27] = -1.1;\n",
-    "    W[28] = 9.5;\n",
-    "    W[29] = 40.3 - 0.86*P;\n",
-    "    W[30] = 18.0;\n",
-    "    W[31] = 1.5;\n",
-    "    W[32] = 0;\n",
-    "    W[33] = 0;\n",
-    "    W[34] = 7.5;\n",
-    "    W[35] = 3.0;\n",
-    "    W[36] = -5.6;\n",
-    "    W[37] = 9.4 - 1.58*P;\n",
-    "    W[38] = 7.5 - 0.05*P;\n",
-    "    W[39] = -30.0;\n",
-    "    W[40] = 0;\n",
-    "    W[41] = 6.7;\n",
-    "    W[42] = 10.0;\n",
-    "    W[43] = -6.5;\n",
-    "    W[44] = 9.2 - 1.58*P;\n",
-    "    W[45] = 10.0;\n",
-    "    W[46] = 0;\n",
-    "    W[47] = 16.5 + 0.14*P;\n",
-    "    W[48] = -5.9;\n",
-    "    W[49] = 7.6;\n",
-    "    W[50] = -8.3 - 0.06*P; \n",
-    "    W[51] = 0;\n",
-    "    W[52] = 0;\n",
-    "    W[53] = 10.0;\n",
-    "    W[54] = 0;\n",
-    "    W[55] = 60.0 - 0.66*P;\n",
-    "    W[56] = 0;\n",
-    "    W[57] = 0;\n",
-    "    W[58] = 0;\n",
-    "    W[59] = 30.0 - 0.66*P; \n",
-    "    W[60] = 9.0;\n",
-    "    W[61] = 0;\n",
-    "    W[62] = 30.0 - 0.60*P;\n",
-    "    W[63] = -5.6;\n",
-    "    W[64] = -0.1 + 0.22*P;\n",
-    "    W[65] = 17.3 + 0.05*P;\n",
-    "\n",
-    "    v[0] = 100.00;\n",
-    "    v[1] = 120.00;\n",
-    "    v[2] = 140.00;\n",
-    "    v[3] = 240.00;\n",
-    "    v[4] = 100.00;\n",
-    "    v[5] = 120.00;\n",
-    "    v[6] = 100.00;\n",
-    "    v[7] = 100.00;\n",
-    "    v[8] = 100.00;\n",
-    "    v[9] = 100.00;\n",
-    "    v[10] = 100.00;\n",
-    "    v[11] = 100.00;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    pq   = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "    psl  = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "    pwo  = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "    pjd  = sympify('jd + 3/4*yct*jd');\n",
-    "    phm  = sympify('hm + 3/4*yct*hm');\n",
-    "    pek  = sympify('ek + 3/4*yct*ek');\n",
-    "    pti  = sympify('ti + 3/4*yct*ti');\n",
-    "    pkj  = sympify('kj + 3/4*yct*kj');\n",
-    "    pct  = sympify('yct');\n",
-    "    pol  = sympify('fo + fa + 3/4*yct*(fo + fa)');\n",
-    "    sumT = sympify('1 - h2o + (-3/4*yct)*h2o');\n",
-    "    mgM  = sympify('4*fo');\n",
-    "    feM  = sympify('4*fa');\n",
-    "    CaM  = sympify('wo');\n",
-    "    AlM  = sympify('sl');\n",
-    "    sumM = sympify('4*fo + 4*fa + sl + wo');\n",
-    "    xh   = sympify('h2o');\n",
-    "    xv   = sympify('1 - h2o');\n",
-    "\n",
-    "    sf = [pq, psl, pwo, pjd, phm, pek, pti, pkj, pct, pol, sumT, mgM, feM, CaM, AlM, sumM, xh, xv];\n",
-    "\n",
-    "    pq   = sympify('sf_L_0_R_');\n",
-    "    psl  = sympify('sf_L_1_R_');\n",
-    "    pwo  = sympify('sf_L_2_R_');\n",
-    "    pjd  = sympify('sf_L_3_R_');\n",
-    "    phm  = sympify('sf_L_4_R_');\n",
-    "    pek  = sympify('sf_L_5_R_');\n",
-    "    pti  = sympify('sf_L_6_R_');\n",
-    "    pkj  = sympify('sf_L_7_R_');\n",
-    "    pct  = sympify('sf_L_8_R_');\n",
-    "    pol  = sympify('sf_L_9_R_');\n",
-    "    sumT = sympify('sf_L_10_R_');\n",
-    "    mgM  = sympify('sf_L_11_R_');\n",
-    "    feM  = sympify('sf_L_12_R_');\n",
-    "    CaM  = sympify('sf_L_13_R_');\n",
-    "    AlM  = sympify('sf_L_14_R_');\n",
-    "    sumM = sympify('sf_L_15_R_');\n",
-    "    xh   = sympify('sf_L_16_R_');\n",
-    "    xv   = sympify('sf_L_17_R_');\n",
-    "    \n",
-    "    idm[0]  =   xv**2*(sumT**-1)*pq;\n",
-    "    idm[1]  =   xv**2*(sumT**-1)*psl*AlM*sumM**-1;\n",
-    "    idm[2]  =   xv**2*(sumT**-1)*pwo*CaM*sumM**-1;\n",
-    "    idm[3]  =   xv**2*(sumT**-1)*pol*mgM**4*sumM**-4;\n",
-    "    idm[4]  =   xv**2*(sumT**-1)*pol*feM**4*sumM**-4;\n",
-    "    idm[5]  =   xv**2*(sumT**-1)*pjd;\n",
-    "    idm[6]  =   xv**2*(sumT**-1)*phm;\n",
-    "    idm[7]  =   xv**2*(sumT**-1)*pek;\n",
-    "    idm[8]  =   xv**2*(sumT**-1)*pti;\n",
-    "    idm[9]  =   xv**2*(sumT**-1)*pkj;\n",
-    "    idm[10] =   xv**2*(sumT**-1)*pct;\n",
-    "    idm[11] =   xh**2;\n",
-    "\n",
-    "\n",
-    "\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "    gbase[10] = sympify('gb11');\n",
-    "    gbase[11] = sympify('gb12');\n",
-    "\n",
-    "\n",
-    "    symb     = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','yct','h2o']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','yct','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','x[10]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def fl():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 11\n",
-    "\n",
-    "    W         = [0]*55\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # wo  range\n",
-    "    Range[1]  = [0,1]; # sl  range\n",
-    "    Range[2]  = [0,1]; # fo  range\n",
-    "    Range[3]  = [0,1]; # fa  range\n",
-    "    Range[4]  = [0,1]; # jd  range\n",
-    "    Range[5]  = [0,1]; # hm  range\n",
-    "    Range[6]  = [0,1]; # ek  range\n",
-    "    Range[7]  = [0,1]; # ti  range\n",
-    "    Range[8]  = [0,1]; # kj  range\n",
-    "    Range[9]  = [0,1]; # h2o range\n",
-    "    \n",
-    "\n",
-    "\n",
-    "    p[0] = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "    p[1] = sympify('sl');\n",
-    "    p[2] = sympify('wo');\n",
-    "    p[3] = sympify('fo');\n",
-    "    p[4] = sympify('fa');\n",
-    "    p[5] = sympify('jd');\n",
-    "    p[6] = sympify('hm');\n",
-    "    p[7] = sympify('ek');\n",
-    "    p[8] = sympify('ti');\n",
-    "    p[9] = sympify('kj');\n",
-    "    p[10] = sympify('h2o');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 0;\n",
-    "    W[1] = 0;\n",
-    "    W[2] = 0;\n",
-    "    W[3] = 0;\n",
-    "    W[4] = 0;\n",
-    "    W[5] = 0;\n",
-    "    W[6] = 0;\n",
-    "    W[7] = 0;\n",
-    "    W[8] = 0;\n",
-    "    W[9] = 59.0 - 0.82*P;\n",
-    "    W[10] = 0;\n",
-    "    W[11] = 0;\n",
-    "    W[12] = 0;\n",
-    "    W[13] = 0;\n",
-    "    W[14] = 0;\n",
-    "    W[15] = 0;\n",
-    "    W[16] = 0;\n",
-    "    W[17] = 0;\n",
-    "    W[18] = 57.6 - 0.80*P;\n",
-    "    W[19] = 0;\n",
-    "    W[20] = 0;\n",
-    "    W[21] = 0;\n",
-    "    W[22] = 0;\n",
-    "    W[23] = 0;\n",
-    "    W[24] = 0;\n",
-    "    W[25] = 0;\n",
-    "    W[26] = 72.2 - 0.67*P;\n",
-    "    W[27] = 0;\n",
-    "    W[28] = 0;\n",
-    "    W[29] = 0;\n",
-    "    W[30] = 0;\n",
-    "    W[31] = 0;\n",
-    "    W[32] = 0;\n",
-    "    W[33] = 71.7 - 1.10*P;\n",
-    "    W[34] = 0;\n",
-    "    W[35] = 0;\n",
-    "    W[36] = 0;\n",
-    "    W[37] = 0;\n",
-    "    W[38] = 0;\n",
-    "    W[39] = 71.7 - 1.10*P;\n",
-    "    W[40] = 0;\n",
-    "    W[41] = 0;\n",
-    "    W[42] = 0;\n",
-    "    W[43] = 0;\n",
-    "    W[44] = 57.0 - 0.79*P;\n",
-    "    W[45] = 0;\n",
-    "    W[46] = 0;\n",
-    "    W[47] = 0;\n",
-    "    W[48] = 73.0 - 0.66*P;\n",
-    "    W[49] = 0;\n",
-    "    W[50] = 0;\n",
-    "    W[51] = 73.0 - 0.66*P;\n",
-    "    W[52] = 0;\n",
-    "    W[53] = 75.0 - 0.67*P;\n",
-    "    W[54] = 44.9 - 1.19*P;\n",
-    "\n",
-    "    v = 0;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    pq  = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "    psl = sympify('sl');\n",
-    "    pwo = sympify('wo');\n",
-    "    pfo = sympify('fo');\n",
-    "    pfa = sympify('fa');\n",
-    "    pjd = sympify('jd');\n",
-    "    phm = sympify('hm');\n",
-    "    pek = sympify('ek');\n",
-    "    pti = sympify('ti');\n",
-    "    pkj = sympify('kj');\n",
-    "    ph2o= sympify('h2o');\n",
-    "    fac = sympify('1 - h2o');\n",
-    "\n",
-    "    sf = [pq, psl, pwo, pfo, pfa, pjd, phm, pek, pti, pkj, ph2o, fac];\n",
-    "\n",
-    "    pq  = sympify('sf_L_0_R_');\n",
-    "    psl = sympify('sf_L_1_R_');\n",
-    "    pwo = sympify('sf_L_2_R_');\n",
-    "    pfo = sympify('sf_L_3_R_');\n",
-    "    pfa = sympify('sf_L_4_R_');\n",
-    "    pjd = sympify('sf_L_5_R_');\n",
-    "    phm = sympify('sf_L_6_R_');\n",
-    "    pek = sympify('sf_L_7_R_');\n",
-    "    pti = sympify('sf_L_8_R_');\n",
-    "    pkj = sympify('sf_L_9_R_');\n",
-    "    ph2o= sympify('sf_L_10_R_');\n",
-    "    fac = sympify('sf_L_11_R_'); \n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0]  =   fac*pq;\n",
-    "    idm[1]  =   fac*psl;\n",
-    "    idm[2]  =   fac*pwo;\n",
-    "    idm[3]  =   fac*pfo;\n",
-    "    idm[4]  =   fac*pfa;\n",
-    "    idm[5]  =   fac*pjd;\n",
-    "    idm[6]  =   fac*phm;\n",
-    "    idm[7]  =   fac*pek;\n",
-    "    idm[8]  =   fac*pti;\n",
-    "    idm[9]  =   fac*pkj;\n",
-    "    idm[10] =  ph2o**2;\n",
-    "    \n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "    gbase[10] = sympify('gb11');\n",
-    "\n",
-    "\n",
-    "    symb     = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','h2o']\n",
-    "    sym_list = symb;\n",
-    "    in_var  = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','x[10]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def pl4T():\n",
-    "    \n",
-    "    P        = symbols('P')\n",
-    "    T        = symbols('T')\n",
-    "    n_em     = 3 # 3 endmembers and 2 compositional variables\n",
-    "\n",
-    "    W        = [0]*3\n",
-    "    v        = [0]*3\n",
-    "    gbase    = [0]*n_em;\n",
-    "    p        = [0]*n_em;\n",
-    "    idm      = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    IG[0]    = 0.8;\n",
-    "    IG[1]    = 0.03;\n",
-    "    \n",
-    "    # Validity bounds (need as many slack variables and Lagrange multiplier as there is range bounds)\n",
-    "    # Dim = n_emm - 1\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "  \n",
-    "    Range[0] = [0,1]; # ca range\n",
-    "    Range[1] = [0,1]; # k range\n",
-    "\n",
-    "    \n",
-    "    p[0]    = sympify('1 - k - ca');\n",
-    "    p[1]    = sympify('ca');\n",
-    "    p[2]    = sympify('k');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0]    = 14.6 - 0.00935*T - 0.04*P;\n",
-    "    W[1]    = 24.1 - 0.00957*T + 0.338*P;\n",
-    "    W[2]    = 48.5 - 0.13*P;\n",
-    "    v[0]    = 0.674;\n",
-    "    v[1]    = 0.55;\n",
-    "    v[2]    = 1.0;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xNaA  = sympify('1 - ca - k');\n",
-    "    xCaA  = sympify('ca');\n",
-    "    xKA   = sympify('k');\n",
-    "    xAlTB = sympify('1/4 + 1/4*ca');\n",
-    "    xSiTB = sympify('3/4 - 1/4*ca');\n",
-    "\n",
-    "    sf = [xNaA, xCaA, xKA, xAlTB, xSiTB];\n",
-    "\n",
-    "    xNaA  = sympify('sf_L_0_R_');\n",
-    "    xCaA  = sympify('sf_L_1_R_');\n",
-    "    xKA   = sympify('sf_L_2_R_'); \n",
-    "    xAlTB = sympify('sf_L_3_R_');\n",
-    "    xSiTB = sympify('sf_L_4_R_'); \n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4);\n",
-    "    idm[1] =   2*xCaA*xAlTB**(1/2)*xSiTB**(1/2);\n",
-    "    idm[2] =   1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4);\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['ca','k']\n",
-    "    sym_list = symb;\n",
-    "    \n",
-    "    in_var  = ['ca','k','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def ol():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # c range\n",
-    "    Range[2]  = [0,1]; # Q range\n",
-    "\n",
-    "    p[0] = sympify('c');\n",
-    "    p[1] = sympify('-q + x');\n",
-    "    p[2] = sympify('1 - c - q - x + c*x');\n",
-    "    p[3] = sympify('2*q + (-c)*x');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 24.;\n",
-    "    W[1] = 38.;\n",
-    "    W[2] = 24.;\n",
-    "    W[3] = 9.;\n",
-    "    W[4] = 4.5;\n",
-    "    W[5] = 4.5;    \n",
-    "    v    = 0.\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 + q - x');\n",
-    "    xFeM1 = sympify('-q + x');\n",
-    "    xMgM2 = sympify('1 - c - q - x + c*x');\n",
-    "    xFeM2 = sympify('q + x + (-c)*x');\n",
-    "    xCaM2 = sympify('c');\n",
-    "    \n",
-    "    idm2[0] =   xMgM1*xCaM2;\n",
-    "    idm2[1] =   xFeM1*xFeM2;\n",
-    "    idm2[2] =   xMgM1*xMgM2;\n",
-    "    idm2[3] =   xMgM1*xFeM2;\n",
-    "    \n",
-    "    sf    = [xMgM1, xFeM1, xMgM2, xFeM2, xCaM2];\n",
-    "    \n",
-    "    xMgM1 = sympify('sf_L_0_R_');\n",
-    "    xFeM1 = sympify('sf_L_1_R_');\n",
-    "    xMgM2 = sympify('sf_L_2_R_');\n",
-    "    xFeM2 = sympify('sf_L_3_R_');\n",
-    "    xCaM2 = sympify('sf_L_4_R_');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xMgM1*xCaM2;\n",
-    "    idm[1] =   xFeM1*xFeM2;\n",
-    "    idm[2] =   xMgM1*xMgM2;\n",
-    "    idm[3] =   xMgM1*xFeM2;\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    \n",
-    "    symb     = ['x','c','q']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','c','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def mu():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*6\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # y range\n",
-    "    Range[2]  = [0,1]; # f range\n",
-    "    Range[3]  = [0,1]; # n range\n",
-    "    Range[4]  = [0,1]; # c range\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1. - x - y + x*y');\n",
-    "    p[2] = sympify('x + (-x)*y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0. + 0.20*P;\n",
-    "    W[1] = 0. + 0.20*P;\n",
-    "    W[2] = 10.12 + 0.0034*T + 0.353*P;\n",
-    "    W[3] = 35.0;\n",
-    "    W[4] = 0.;\n",
-    "    W[5] = 0.;\n",
-    "    W[6] = 45.0 + 0.25*P;\n",
-    "    W[7] = 50.0;\n",
-    "    W[8] = 0.;\n",
-    "    W[9] = 45.0 + 0.25*P;\n",
-    "    W[10] = 50.0;\n",
-    "    W[11] = 0.;\n",
-    "    W[12] = 15.0;\n",
-    "    W[13] = 30.0;\n",
-    "    W[14] = 35.0;\n",
-    "    v[0] = 0.63;\n",
-    "    v[1] = 0.63;\n",
-    "    v[2] = 0.63;\n",
-    "    v[3] = 0.37;\n",
-    "    v[4] = 0.63;\n",
-    "    v[5] = 0.63;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xKA     = sympify('1. - c - n');\n",
-    "    xNaA    = sympify('n');\n",
-    "    xCaA    = sympify('c');\n",
-    "    xMgM2A  = sympify('1. - x - y + x*y');\n",
-    "    xFeM2A  = sympify('x + (-x)*y');\n",
-    "    xAlM2A  = sympify('y');\n",
-    "    xAlM2B  = sympify('1. - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1   = sympify('1. - 1./2.*c - 1./2.*y');\n",
-    "    xAlT1   = sympify('1./2.*c + 1./2.*y'); \n",
-    "    \n",
-    "    sf      = [xKA, xNaA, xCaA, xMgM2A, xFeM2A, xAlM2A, xAlM2B, xFe3M2B, xSiT1, xAlT1];\n",
-    "\n",
-    "    xKA     = sympify('sf_L_0_R_');\n",
-    "    xNaA    = sympify('sf_L_1_R_');\n",
-    "    xCaA    = sympify('sf_L_2_R_');\n",
-    "    xMgM2A  = sympify('sf_L_3_R_');\n",
-    "    xFeM2A  = sympify('sf_L_4_R_');\n",
-    "    xAlM2A  = sympify('sf_L_5_R_');\n",
-    "    xAlM2B  = sympify('sf_L_6_R_');\n",
-    "    xFe3M2B = sympify('sf_L_7_R_');\n",
-    "    xSiT1   = sympify('sf_L_8_R_');\n",
-    "    xAlT1   = sympify('sf_L_9_R_');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = 4*xKA*xAlM2A*xAlM2B*xSiT1*xAlT1;\n",
-    "    idm[1] =   xKA*xMgM2A*xAlM2B*(xSiT1**2);\n",
-    "    idm[2] =   xKA*xFeM2A*xAlM2B*(xSiT1**2);\n",
-    "    idm[3] = 4*xNaA*xAlM2A*xAlM2B*xSiT1*xAlT1;\n",
-    "    idm[4] =   xCaA*xAlM2A*xAlM2B*(xAlT1**2);\n",
-    "    idm[5] = 4*xKA*xAlM2A*xFe3M2B*xSiT1*xAlT1;\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    symb     = ['x','y','f','n','c']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def bi():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # y range\n",
-    "    Range[2]  = [0,1]; # f range\n",
-    "    Range[3]  = [0,1]; # t range\n",
-    "    Range[4]  = [0,1]; # Q range\n",
-    "    \n",
-    "    p[0] = sympify('1.0 - f - t - x - y - 2.0/3.0*q + f*x + t*x + x*y');\n",
-    "    p[1] = sympify('-1/3*q + x');\n",
-    "    p[2] = sympify('q -f*x -t*x -x*y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('t');\n",
-    "    p[5] = sympify('f');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12.;\n",
-    "    W[1] = 4.;\n",
-    "    W[2] = 10.;\n",
-    "    W[3] = 30.;\n",
-    "    W[4] = 8.;\n",
-    "    W[5] = 8.;\n",
-    "    W[6] = 5.;\n",
-    "    W[7] = 32.;\n",
-    "    W[8] = 13.6;\n",
-    "    W[9] = 7.;\n",
-    "    W[10] = 24.;\n",
-    "    W[11] = 5.6;\n",
-    "    W[12] = 40.0;\n",
-    "    W[13] = 1.0;\n",
-    "    W[14] = 40.0;\n",
-    "    v = 0.;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM3 = sympify('1 - f - t - x - y - 2/3*q + f*x + t*x + x*y');\n",
-    "    xFeM3 = sympify('x + 2/3*q + (-f)*x + (-t)*x + (-x)*y');\n",
-    "    xFe3M3 = sympify('f');\n",
-    "    xTiM3 = sympify('t');\n",
-    "    xAlM3 = sympify('y');\n",
-    "    xMgM12 = sympify('1 + 1/3*q - x');\n",
-    "    xFeM12 = sympify('-1/3*q + x');\n",
-    "    xSiT = sympify('1/2 - 1/2*f - 1/2*y');\n",
-    "    xAlT = sympify('1/2 + 1/2*f + 1/2*y');\n",
-    "    xOHV = sympify('1 - t');\n",
-    "    xOV = sympify('t');\n",
-    "    \n",
-    "    sf  = [xMgM3, xFeM3, xFe3M3, xTiM3, xAlM3, xMgM12, xFeM12, xSiT, xAlT, xOHV, xOV];\n",
-    "     \n",
-    "    xMgM3  = sympify('sf_L_0_R_');\n",
-    "    xFeM3  = sympify('sf_L_1_R_');\n",
-    "    xFe3M3 = sympify('sf_L_2_R_');\n",
-    "    xTiM3  = sympify('sf_L_3_R_');\n",
-    "    xAlM3  = sympify('sf_L_4_R_');\n",
-    "    xMgM12 = sympify('sf_L_5_R_');\n",
-    "    xFeM12 = sympify('sf_L_6_R_');\n",
-    "    xSiT   = sympify('sf_L_7_R_');\n",
-    "    xAlT   = sympify('sf_L_8_R_');\n",
-    "    xOHV   = sympify('sf_L_9_R_');\n",
-    "    xOV    = sympify('sf_L_10_R_'); \n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = 4*xMgM3*xMgM12**2*xSiT*xAlT*xOHV**2;\n",
-    "    idm[1] =   4*xFeM3*xFeM12**2*xSiT*xAlT*xOHV**2;\n",
-    "    idm[2] =   4*xFeM3*xMgM12**2*xSiT*xAlT*xOHV**2;\n",
-    "    idm[3] = xAlM3*xMgM12**2*xAlT**2*xOHV**2;\n",
-    "    idm[4] =   4*xTiM3*xMgM12**2*xSiT*xAlT*xOV**2;\n",
-    "    idm[5] = xFe3M3*xMgM12**2*xAlT**2*xOHV**2;\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    \n",
-    "    symb     = ['x','y','f','t','q']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','y','f','t','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def g():\n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*6\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x  range\n",
-    "    Range[1]  = [0,1]; # c  range\n",
-    "    Range[2]  = [0,1]; # f  range\n",
-    "    Range[3]  = [0,1]; # cr range\n",
-    "    Range[4]  = [0,1]; # t  range\n",
-    "\n",
-    "    p[0] = sympify('1 - c - cr - x - 4*t + c*x');\n",
-    "    p[1] = sympify('x + (-c)*x');\n",
-    "    p[2] = sympify('c - f');\n",
-    "    p[3] = sympify('f');\n",
-    "    p[4] = sympify('cr');\n",
-    "    p[5] = sympify('4*t');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 4.0 + 0.10*P;\n",
-    "    W[1] = 45.4 - 0.010*T + 0.04*P;\n",
-    "    W[2] = 107.0 - 0.010*T - 0.036*P;\n",
-    "    W[3] = 2.0;\n",
-    "    W[4] = 0;\n",
-    "    W[5] = 17.0 - 0.010*T + 0.10*P;\n",
-    "    W[6] = 65.0 - 0.010*T + 0.039*P;\n",
-    "    W[7] = 6.0 + 0.01*P;\n",
-    "    W[8] = 0;\n",
-    "    W[9] = 2.0;\n",
-    "    W[10] = 1.0 - 0.010*T + 0.18*P;\n",
-    "    W[11] = 0;\n",
-    "    W[12] = 63.0 - 0.010*T + 0.10*P;\n",
-    "    W[13] = 0;\n",
-    "    W[14] = 0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 2.50;\n",
-    "    v[3] = 2.50;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - c - x + c*x');\n",
-    "    xFeM1  = sympify('x + (-c)*x');\n",
-    "    xCaM1  = sympify('c');\n",
-    "    xAlM2  = sympify('1 - cr - f - 2*t');\n",
-    "    xCrM2  = sympify('cr');\n",
-    "    xFe3M2 = sympify('f');\n",
-    "    xMgM2  = sympify('t');\n",
-    "    xTiM2  = sympify('t');\n",
-    "\n",
-    "    sf    = [xMgM1, xFeM1, xCaM1, xAlM2, xCrM2, xFe3M2, xMgM2, xTiM2];      \n",
-    "    \n",
-    "    xMgM1  = sympify('sf_L_0_R_');\n",
-    "    xFeM1  = sympify('sf_L_1_R_');\n",
-    "    xCaM1  = sympify('sf_L_2_R_');\n",
-    "    xAlM2  = sympify('sf_L_3_R_');\n",
-    "    xCrM2  = sympify('sf_L_4_R_');\n",
-    "    xFe3M2 = sympify('sf_L_5_R_');\n",
-    "    xMgM2  = sympify('sf_L_6_R_');\n",
-    "    xTiM2  = sympify('sf_L_7_R_');\n",
-    "    p1     = sympify('sf_L_8_R_');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xMgM1**3*xAlM2**2;\n",
-    "    idm[1] =   xFeM1**3*xAlM2**2;\n",
-    "    idm[2] =   xCaM1**3*xAlM2**2;\n",
-    "    idm[3] =   xCaM1**3*xFe3M2**2;\n",
-    "    idm[4] =   xMgM1**3*xCrM2**2;\n",
-    "    idm[5] = 8*xMgM1**3*xAlM2*xMgM2**(1/2)*xTiM2**(1/2);\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "\n",
-    "    symb     = ['x','c','f','cr','t']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','cr','f','c','t','log']   \n",
-    "    out_var = ['x[0]','x[3]','x[2]','x[1]','x[4]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def ep():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];   # f range\n",
-    "    Range[1]  = [0,0.5]; # Q range\n",
-    "\n",
-    "    p[0] = sympify('1 - f - q');\n",
-    "    p[1] = sympify('2*q');\n",
-    "    p[2] = sympify('f - q');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 1.;\n",
-    "    W[1] = 3.;\n",
-    "    W[2] = 1.;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeM1 = sympify('f - q');\n",
-    "    xAlM1 = sympify('1 - f + q');\n",
-    "    xFeM3 = sympify('f + q');\n",
-    "    xAlM3 = sympify('1 - f - q');\n",
-    "\n",
-    "    \n",
-    "    sf    = [xFeM1, xAlM1, xFeM3, xAlM3];\n",
-    "\n",
-    "    xFeM1 = sympify('sf_L_0_R_');\n",
-    "    xAlM1 = sympify('sf_L_1_R_');\n",
-    "    xFeM3 = sympify('sf_L_2_R_');\n",
-    "    xAlM3 = sympify('sf_L_3_R_');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xAlM1*xAlM3;\n",
-    "    idm[1] =   xAlM1*xFeM3;\n",
-    "    idm[2] =   xFeM1*xFeM3;\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    \n",
-    "    symb     = ['f','q']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def cd():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # h range\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - h - x');\n",
-    "    p[1] = sympify('x');\n",
-    "    p[2] = sympify('h');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 6.;\n",
-    "    W[1] = 0.;\n",
-    "    W[2] = 0.;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeX  = sympify('x');\n",
-    "    xMgX  = sympify('1 - x');\n",
-    "    xH2OH = sympify('h');\n",
-    "    xvH   = sympify('1 - h');\n",
-    "\n",
-    "    sf  = [xFeX, xMgX, xH2OH, xvH];\n",
-    "\n",
-    "    xFeX  = sympify('sf_L_0_R_');\n",
-    "    xMgX  = sympify('sf_L_1_R_');\n",
-    "    xH2OH = sympify('sf_L_2_R_');\n",
-    "    xvH   = sympify('sf_L_3_R_');   \n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xMgX**2*xvH;\n",
-    "    idm[1] =   xFeX**2*xvH;\n",
-    "    idm[2] =   xMgX**2*xH2OH;\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['x','h']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','h','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def opx():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 9\n",
-    "    idm2 = []\n",
-    "\n",
-    "    W         = [0]*36\n",
-    "    v         = [0]*9\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # c range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [-1,1]; # Q range\n",
-    "    Range[4]  = [0,1];  # f range\n",
-    "    Range[5]  = [0,1];  # t range\n",
-    "    Range[6]  = [0,1];  # cr range\n",
-    "    Range[7]  = [0,1];  # j range\n",
-    "    \n",
-    "    p[0] = sympify('1 - c - j + q - x - y + (-j)*q + q*t + c*x + j*x + (-q)*y');\n",
-    "    p[1] = sympify('q + x + (-j)*q + q*t + (-j)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    p[2] = sympify('-2*q + 2*j*q + (-2*q)*t + (-c)*x + (-t)*x + 2*q*y + x*y');\n",
-    "    p[3] = sympify('c');\n",
-    "    p[4] = sympify('-cr - f + y - 2*t');\n",
-    "    p[5] = sympify('cr');\n",
-    "    p[6] = sympify('2*t');\n",
-    "    p[7] = sympify('f');\n",
-    "    p[8] = sympify('j');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 7.0;\n",
-    "    W[1] = 4.0;\n",
-    "    W[2] = 29.4;\n",
-    "    W[3] = 12.5 - 0.04*P;\n",
-    "    W[4] = 8.0;\n",
-    "    W[5] = 6.0;\n",
-    "    W[6] = 8.0;\n",
-    "    W[7] = 35.0;\n",
-    "    W[8] = 4.0;\n",
-    "    W[9] = 21.5 + 0.08*P;\n",
-    "    W[10] = 11.0 - 0.15*P;\n",
-    "    W[11] = 10.0;\n",
-    "    W[12] = 7.0;\n",
-    "    W[13] = 10.0;\n",
-    "    W[14] = 35.0;\n",
-    "    W[15] = 18.0 + 0.08*P;\n",
-    "    W[16] = 15.0 - 0.15*P;\n",
-    "    W[17] = 12.0;\n",
-    "    W[18] = 8.0;\n",
-    "    W[19] = 12.0;\n",
-    "    W[20] = 35.0;\n",
-    "    W[21] = 75.5 - 0.84*P;\n",
-    "    W[22] = 20.0;\n",
-    "    W[23] = 40.0;\n",
-    "    W[24] = 20.0;\n",
-    "    W[25] = 35.0;\n",
-    "    W[26] = 2.0;\n",
-    "    W[27] = 10.0;\n",
-    "    W[28] = 2.0;\n",
-    "    W[29] = 7.0;\n",
-    "    W[30] = 6.0;\n",
-    "    W[31] = 2.0;\n",
-    "    W[32] = -11.0;\n",
-    "    W[33] = 6.0;\n",
-    "    W[34] = 20.0;\n",
-    "    W[35] = -11.0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 1.00;\n",
-    "    v[3] = 1.20;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "    v[6] = 1.00;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 1.20;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - j - q + t - x - y + j*q + (-q)*t + j*x + (-t)*x + q*y + x*y');\n",
-    "    xFeM1  = sympify('q + x + (-j)*q + q*t + (-j)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    xAlM1  = sympify('-cr - f + j + y - 2*t');\n",
-    "    xFe3M1 = sympify('f');\n",
-    "    xCrM1  = sympify('cr');\n",
-    "    xTiM1  = sympify('t');\n",
-    "    xMgM2  = sympify('1 - c - j + q - x + (-j)*q + q*t + c*x + j*x + (-q)*y');\n",
-    "    xFeM2  = sympify('-q + x + j*q + (-q)*t + (-c)*x + (-j)*x + q*y');\n",
-    "    xCaM2  = sympify('c');\n",
-    "    xNaM2  = sympify('j');\n",
-    "    xSiT   = sympify('1 - 1/2*y');\n",
-    "    xAlT   = sympify('1/2*y');\n",
-    "\n",
-    "    sf   = [xMgM1, xFeM1, xAlM1, xFe3M1, xCrM1, xTiM1, xMgM2, xFeM2, xCaM2, xNaM2, xSiT, xAlT];\n",
-    "\n",
-    "    xMgM1  = sympify('sf_L_0_R_');\n",
-    "    xFeM1  = sympify('sf_L_1_R_');\n",
-    "    xAlM1  = sympify('sf_L_2_R_');\n",
-    "    xFe3M1 = sympify('sf_L_3_R_');\n",
-    "    xCrM1  = sympify('sf_L_4_R_');\n",
-    "    xTiM1  = sympify('sf_L_5_R_');\n",
-    "    xMgM2  = sympify('sf_L_6_R_');\n",
-    "    xFeM2  = sympify('sf_L_7_R_');\n",
-    "    xCaM2  = sympify('sf_L_8_R_');\n",
-    "    xNaM2  = sympify('sf_L_9_R_');\n",
-    "    xSiT   = sympify('sf_L_10_R_');\n",
-    "    xAlT   = sympify('sf_L_11_R_');\n",
-    "    p1     = sympify('sf_L_12_R_');\n",
-    "    p5     = sympify('sf_L_13_R_');\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xMgM1*xMgM2*xSiT**(1/2);\n",
-    "    idm[1] =   xFeM1*xFeM2*xSiT**(1/2);\n",
-    "    idm[2] =   xMgM1*xFeM2*xSiT**(1/2);\n",
-    "    idm[3] =   xMgM1*xCaM2*xSiT**(1/2);\n",
-    "    idm[4] = 1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[5] = 1.4142*xCrM1*xMgM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[6] = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[7] = 1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[8] =   xAlM1*xNaM2*xSiT**(1/2);\n",
-    "    \n",
-    "    idm2[0] =   xMgM1*xMgM2*xSiT**(1/2)/p[0];\n",
-    "    idm2[1] =   xFeM1*xFeM2*xSiT**(1/2)/p[1];\n",
-    "    idm2[2] =   xMgM1*xFeM2*xSiT**(1/2)/p[2];\n",
-    "    idm2[3] =   xMgM1*xCaM2*xSiT**(1/2)/p[3];\n",
-    "    idm2[4] = 1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)/p[4];\n",
-    "    idm2[5] = 1.4142*xCrM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)/p[5];\n",
-    "    idm2[6] = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4)/p[6];\n",
-    "    idm2[7] = 1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4)/p[7];\n",
-    "    idm2[8] =   xAlM1*xNaM2*xSiT**(1/2)/p[8];\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    \n",
-    "    in_var  = ['x','y','cr','q','f','t','c','j','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[6]','x[3]','x[4]','x[5]','x[2]','x[7]','ln']\n",
-    "    \n",
-    "    symb     = ['x','y','c','q','f','t','cr','j']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def cpx():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 10\n",
-    "\n",
-    "    W         = [0]*45\n",
-    "    v         = [0]*10\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "# Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em); # declare range\n",
-    "    \n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # o range\n",
-    "    Range[3]  = [-1,1]; # n range\n",
-    "    Range[4]  = [0,1];  # Q range\n",
-    "    Range[5]  = [0,1];  # f range\n",
-    "    Range[6]  = [0,1];  # cr range\n",
-    "    Range[7]  = [0,1];  # t range\n",
-    "    Range[8]  = [0,1];  # k range\n",
-    "    \n",
-    "    p[0] = sympify('1 - k - n - o - y');\n",
-    "    p[1] = sympify('q + x + (-k)*q + (-n)*q + q*t + (-k)*x + (-n)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    p[2] = sympify('-cr - f + y - 2*t');\n",
-    "    p[3] = sympify('cr');\n",
-    "    p[4] = sympify('f');\n",
-    "    p[5] = sympify('2*t');\n",
-    "    p[6] = sympify('n');\n",
-    "    p[7] = sympify('o + q + (-k)*q + (-n)*q + q*t + (-o)*x + (-q)*y');\n",
-    "    p[8] = sympify('-x - 2*q + 2*k*q + 2*n*q + (-2*q)*t + k*x + n*x + o*x + (-t)*x + 2*q*y + x*y');\n",
-    "    p[9] = sympify('k');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 25.8;\n",
-    "    W[1] = 13.0 - 0.06*P;\n",
-    "    W[2] = 8.0;\n",
-    "    W[3] = 8.0;\n",
-    "    W[4] = 8.0;\n",
-    "    W[5] = 26.0;\n",
-    "    W[6] = 29.8;\n",
-    "    W[7] = 20.6;\n",
-    "    W[8] = 26.0;\n",
-    "    \n",
-    "    W[9] = 25.0 - 0.10*P;\n",
-    "    W[10] = 38.3;\n",
-    "    W[11] = 43.3;\n",
-    "    W[12] = 24.0;\n",
-    "    W[13] = 24.0;\n",
-    "    W[14] = 2.3;\n",
-    "    W[15] = 3.5;\n",
-    "    W[16] = 24.0;\n",
-    "    \n",
-    "    W[17] = 2.0;\n",
-    "    W[18] = 2.0;\n",
-    "    W[19] = 6.0;\n",
-    "    W[20] = 6.0;\n",
-    "    W[21] = 45.2 - 0.35*P;\n",
-    "    W[22] = 27.0 - 0.10*P;\n",
-    "    W[23] = 6.0;\n",
-    "    \n",
-    "    W[24] = 2.0;\n",
-    "    W[25] = 6.0;\n",
-    "    W[26] = 3.0;\n",
-    "    W[27] = 52.3;\n",
-    "    W[28] = 40.3;\n",
-    "    W[29] = 3.0;\n",
-    "    \n",
-    "    W[30] = 6.0;\n",
-    "    W[31] = 3.0;\n",
-    "    W[32] = 57.3;\n",
-    "    W[33] = 45.3;\n",
-    "    W[34] = 3.0;\n",
-    "    \n",
-    "    W[35] = 16.0;\n",
-    "    W[36] = 24.0;\n",
-    "    W[37] = 22.0;\n",
-    "    W[38] = 16.0;\n",
-    "    \n",
-    "    W[39] = 40.0;\n",
-    "    W[40] = 40.0;\n",
-    "    W[41] = 28.0;\n",
-    "    \n",
-    "    W[42] = 4.0;\n",
-    "    W[43] = 40.0;\n",
-    "    W[44] = 40.0;\n",
-    "    v[0] = 1.20;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 1.90;\n",
-    "    v[3] = 1.90;\n",
-    "    v[4] = 1.90;\n",
-    "    v[5] = 1.90;\n",
-    "    v[6] = 1.20;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 1.00;\n",
-    "    v[9] = 1.20;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - k - n - q + t - x - y + k*q + n*q + (-q)*t + k*x + n*x + (-t)*x + q*y + x*y');\n",
-    "    xFeM1  = sympify('q + x + (-k)*q + (-n)*q + q*t + (-k)*x + (-n)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    xAlM1  = sympify('-cr - f + k + n + y - 2*t');\n",
-    "    xFe3M1 = sympify('f');\n",
-    "    xCrM1  = sympify('cr');\n",
-    "    xTiM1  = sympify('t');\n",
-    "    xMgM2  = sympify('o + q + (-k)*q + (-n)*q + q*t + (-o)*x + (-q)*y');\n",
-    "    xFeM2  = sympify('-q + k*q + n*q + (-q)*t + o*x + q*y');\n",
-    "    xCaM2  = sympify('1 - k - n - o');\n",
-    "    xNaM2  = sympify('n');\n",
-    "    xKM2   = sympify('k');\n",
-    "    xSiT   = sympify('1 - 1/2*y');\n",
-    "    xAlT   = sympify('1/2*y');\n",
-    "\n",
-    "    sf   = [xMgM1, xFeM1, xAlM1, xFe3M1, xCrM1, xTiM1, xMgM2, xFeM2, xCaM2, xNaM2, xKM2, xSiT, xAlT];\n",
-    "    \n",
-    "    xMgM1  = sympify('sf_L_0_R_');\n",
-    "    xFeM1  = sympify('sf_L_1_R_');\n",
-    "    xAlM1  = sympify('sf_L_2_R_');\n",
-    "    xFe3M1 = sympify('sf_L_3_R_');\n",
-    "    xCrM1  = sympify('sf_L_4_R_');\n",
-    "    xTiM1  = sympify('sf_L_5_R_');\n",
-    "    xMgM2  = sympify('sf_L_6_R_');\n",
-    "    xFeM2  = sympify('sf_L_7_R_');\n",
-    "    xCaM2  = sympify('sf_L_8_R_');\n",
-    "    xNaM2  = sympify('sf_L_9_R_');\n",
-    "    xKM2   = sympify('sf_L_10_R_');\n",
-    "    xSiT   = sympify('sf_L_11_R_');\n",
-    "    xAlT   = sympify('sf_L_12_R_');\n",
-    "    p3     = sympify('sf_L_13_R_');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xMgM1*xCaM2*xSiT**(1/2);\n",
-    "    idm[1] =   xFeM1*xFeM2*xSiT**(1/2);\n",
-    "    idm[2] = 1.4142*xAlM1*xCaM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[3] = 1.4142*xCrM1*xCaM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[4] = 1.4142*xFe3M1*xCaM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[5] = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xCaM2*xSiT**(1/4)*xAlT**(1/4);\n",
-    "    idm[6] =   xAlM1*xNaM2*xSiT**(1/2);\n",
-    "    idm[7] =   xMgM1*xMgM2*xSiT**(1/2);\n",
-    "    idm[8] =   xMgM1*xFeM2*xSiT**(1/2);\n",
-    "    idm[9]=   xAlM1*xKM2*xSiT**(1/2);\n",
-    " \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "\n",
-    "    symb     = ['x','y','o','n','q','f','cr','t','k']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','y','o','n','q','f','cr','t','k','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','ln']\n",
-    "    \n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2,  n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def hb():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps_hb = symbols('eps')\n",
-    "    n_em = 11\n",
-    "\n",
-    "    W         = [0]*55\n",
-    "    v         = [0]*11\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # z range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [0,1];  # a range\n",
-    "    Range[4]  = [0,1];  # k range\n",
-    "    Range[5]  = [0,1];  # c range\n",
-    "    Range[6]  = [0,1];  # f range\n",
-    "    Range[7]  = [0,1];  # t range\n",
-    "    Range[8]  = [-1,1]; # Q1 range\n",
-    "    Range[9]  = [-1,1]; # Q2 range\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-1/2*a + c - f - t - y + z');\n",
-    "    p[1] = sympify('-1/2*a + f + y - z');\n",
-    "    p[2] = sympify('a + (-a)*k');\n",
-    "    p[3] = sympify('-f + z');\n",
-    "    p[4] = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z');\n",
-    "    p[5] = sympify('x - 2*Q2 - 5/2*Q1 + 2*f*Q2 + 2*Q2*t + c*x + (-f)*x + (-t)*x + 2*Q2*y + (-x)*y + x*z');\n",
-    "    p[6] = sympify('Q2 + 5/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "    p[7] = sympify('2*Q2 + 3/2*Q1 + (-2*f)*Q2 + (-2*Q2)*t + (-c)*x + f*x + t*x + (-2*Q2)*y + x*y + (-x)*z');\n",
-    "    p[8] = sympify('f');\n",
-    "    p[9] = sympify('a*k');\n",
-    "    p[10] = sympify('t'); \n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 20.0;\n",
-    "    W[1] = 25.0;\n",
-    "    W[2] = 65.0;\n",
-    "    W[3] = 45.0;\n",
-    "    W[4] = 75.0;\n",
-    "    W[5] = 57.0;\n",
-    "    W[6] = 63.0;\n",
-    "    W[7] = 52.0;\n",
-    "    W[8] = 30.0;\n",
-    "    W[9] = 85.0;\n",
-    "    W[10] = -40.0;\n",
-    "    W[11] = 25.0;\n",
-    "    W[12] = 70.0;\n",
-    "    W[13] = 80.0;\n",
-    "    W[14] = 70.0;\n",
-    "    W[15] = 72.5;\n",
-    "    W[16] = 20.0;\n",
-    "    W[17] = -40.0;\n",
-    "    W[18] = 35.0;\n",
-    "    W[19] = 50.0;\n",
-    "    W[20] = 90.0;\n",
-    "    W[21] = 106.7;\n",
-    "    W[22] = 94.8;\n",
-    "    W[23] = 94.8;\n",
-    "    W[24] = 40.0;\n",
-    "    W[25] = 8.0;\n",
-    "    W[26] = 15.0;\n",
-    "    W[27] = 100.0;\n",
-    "    W[28] = 113.5;\n",
-    "    W[29] = 100.0;\n",
-    "    W[30] = 111.2;\n",
-    "    W[31] = 0.0;\n",
-    "    W[32] = 54.0;\n",
-    "    W[33] = 75.0;\n",
-    "    W[34] = 33.0;\n",
-    "    W[35] = 18.0;\n",
-    "    W[36] = 23.0;\n",
-    "    W[37] = 80.0;\n",
-    "    W[38] = 87.0;\n",
-    "    W[39] = 100.0;\n",
-    "    W[40] = 12.0;\n",
-    "    W[41] = 8.0;\n",
-    "    W[42] = 91.0;\n",
-    "    W[43] = 96.0;\n",
-    "    W[44] = 65.0;\n",
-    "    W[45] = 20.0;\n",
-    "    W[46] = 80.0;\n",
-    "    W[47] = 94.0;\n",
-    "    W[48] = 95.0;\n",
-    "    W[49] = 90.0;\n",
-    "    W[50] = 94.0;\n",
-    "    W[51] = 95.0;\n",
-    "    W[52] = 50.0;\n",
-    "    W[53] = 50.0;\n",
-    "    W[54] = 35.0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.50;\n",
-    "    v[2] = 1.70;\n",
-    "    v[3] = 0.80;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "    v[6] = 1.00;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 0.80;\n",
-    "    v[9] = 1.70;\n",
-    "    v[10] = 1.50;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xvA     = sympify('1 - a');\n",
-    "    xNaA    = sympify('a + (-a)*k');\n",
-    "    xKA     = sympify('a*k');\n",
-    "    xMgM13  = sympify('1 + Q1 - x');\n",
-    "    xFeM13  = sympify('-Q1 + x');\n",
-    "    xMgM2   = sympify('1 - f + Q2 - t - x - y + (-f)*Q2 + (-Q2)*t + f*x + t*x + (-Q2)*y + x*y');\n",
-    "    xFeM2   = sympify('-Q2 + x + f*Q2 + Q2*t + (-f)*x + (-t)*x + Q2*y + (-x)*y');\n",
-    "    xAlM2   = sympify('y');\n",
-    "    xFe3M2  = sympify('f');\n",
-    "    xTiM2   = sympify('t');\n",
-    "    xCaM4   = sympify('c');\n",
-    "    xMgM4   = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2 *t + c*x + Q2*y + x*z');\n",
-    "    xFeM4   = sympify('Q2 + x + 3/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "    xNaM4   = sympify('z');\n",
-    "    xSiT1   = sympify('1 - 1/2*f - 1/2*t - 1/2*y + 1/2*z - 1/4*a');\n",
-    "    xAlT1   = sympify('1/2*f + 1/2*t + 1/2*y - 1/2*z + 1/4*a');\n",
-    "    xOHV    = sympify('1 - t');\n",
-    "    xOV     = sympify('t');\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm2[0] =   xvA*xMgM13**3*xMgM2**2*xCaM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[1] = 2*xvA*xMgM13**3*xAlM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm2[2] = 8*xNaA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm2[3] =   xvA*xMgM13**3*xAlM2**2*xNaM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[4] =   xvA*xMgM13**3*xMgM2**2*xMgM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[5] =   xvA*xFeM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[6] =   xvA*xMgM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[7] =   xvA*xFeM13**3*xMgM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[8] =   xvA*xMgM13**3*xFe3M2**2*xNaM4**2*xSiT1*xOHV**2;\n",
-    "    idm2[9] = 8*xKA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm2[10] = 2*xvA*xMgM13**3*xTiM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOV**2;\n",
-    "\n",
-    "    sf  = [xvA, xNaA, xKA, xMgM13, xFeM13, xMgM2, xFeM2, xAlM2, xFe3M2, xTiM2, xCaM4, xMgM4, xFeM4, xNaM4, xSiT1, xAlT1, xOHV, xOV];\n",
-    "\n",
-    "    xvA     = sympify('sf_L_0_R_');\n",
-    "    xNaA    = sympify('sf_L_1_R_');\n",
-    "    xKA     = sympify('sf_L_2_R_');\n",
-    "    xMgM13  = sympify('sf_L_3_R_');\n",
-    "    xFeM13  = sympify('sf_L_4_R_');\n",
-    "    xMgM2   = sympify('sf_L_5_R_');\n",
-    "    xFeM2   = sympify('sf_L_6_R_');\n",
-    "    xAlM2   = sympify('sf_L_7_R_');\n",
-    "    xFe3M2  = sympify('sf_L_8_R_');\n",
-    "    xTiM2   = sympify('sf_L_9_R_');\n",
-    "    xCaM4   = sympify('sf_L_10_R_');\n",
-    "    xMgM4   = sympify('sf_L_11_R_');\n",
-    "    xFeM4   = sympify('sf_L_12_R_');\n",
-    "    xNaM4   = sympify('sf_L_13_R_');\n",
-    "    xSiT1   = sympify('sf_L_14_R_');\n",
-    "    xAlT1   = sympify('sf_L_15_R_');\n",
-    "    xOHV    = sympify('sf_L_16_R_');\n",
-    "    xOV     = sympify('sf_L_17_R_');   \n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xvA*xMgM13**3*xMgM2**2*xCaM4**2*xSiT1*xOHV**2;\n",
-    "    idm[1] = 2*xvA*xMgM13**3*xAlM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm[2] = 8*xNaA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm[3] =   xvA*xMgM13**3*xAlM2**2*xNaM4**2*xSiT1*xOHV**2;\n",
-    "    idm[4] =   xvA*xMgM13**3*xMgM2**2*xMgM4**2*xSiT1*xOHV**2;\n",
-    "    idm[5] =   xvA*xFeM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm[6] =   xvA*xMgM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm[7] =   xvA*xFeM13**3*xMgM2**2*xFeM4**2*xSiT1*xOHV**2;\n",
-    "    idm[8] =   xvA*xMgM13**3*xFe3M2**2*xNaM4**2*xSiT1*xOHV**2;\n",
-    "    idm[9] = 8*xKA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2;\n",
-    "    idm[10] = 2*xvA*xMgM13**3*xTiM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOV**2;\n",
-    "\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "    gbase[8]  = sympify('gb9');\n",
-    "    gbase[9]  = sympify('gb10');\n",
-    "    gbase[10] = sympify('gb11');\n",
-    "   \n",
-    "    symb     = ['x','y','z','a','k','c','f','t','Q1','Q2']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','y','z','a','k','c','f','t','Q1','Q2','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','ln']\n",
-    "    \n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def ilm():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = ['']*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [-0.99,0.99]; # Q range\n",
-    "  \n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('x - q');\n",
-    "    p[2] = sympify('1 - x');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 15.6;\n",
-    "    W[1] = 26.6;\n",
-    "    W[2] = 11.0;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFe2A = sympify('1/2*x + 1/2*q');\n",
-    "    xTiA  = sympify('1/2*x - 1/2*q');\n",
-    "    xFe3A = sympify('1 - x');\n",
-    "    xFe2B = sympify('1/2*x - 1/2*q');\n",
-    "    xTiB  = sympify('1/2*x + 1/2*q');\n",
-    "    xFe3B = sympify('1 - x');\n",
-    "\n",
-    "    sf    = [xFe2A, xTiA, xFe3A, xFe2B, xTiB, xFe3B];\n",
-    "\n",
-    "    xFe2A = sympify('sf_L_0_R_');\n",
-    "    xTiA  = sympify('sf_L_1_R_');\n",
-    "    xFe3A = sympify('sf_L_2_R_');\n",
-    "    xFe2B = sympify('sf_L_3_R_');\n",
-    "    xTiB  = sympify('sf_L_4_R_');\n",
-    "    xFe3B = sympify('sf_L_5_R_'); \n",
-    " \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xFe2A*xTiB;\n",
-    "    idm[1] =   4.*xFe2A**(0.5)*xTiA**(0.5)*xFe2B**(0.5)*xTiB**(0.5);\n",
-    "    idm[2] =   xFe3A*xFe3B;\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['x','q']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','q','log']  \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def ilm_TJBH_2019():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [-0.99,0.99]; # Q range\n",
-    "  \n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('i - q');\n",
-    "    p[2] = sympify('1 - i');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 7.05;\n",
-    "    W[1] = 14.3;\n",
-    "    W[2] = 7.25;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeA  = sympify('1/2*i + 1/2*q');\n",
-    "    xTiA  = sympify('1/2*i - 1/2*q');\n",
-    "    xFe3A = sympify('1 - i');\n",
-    "    xFeB  = sympify('1/2*i - 1/2*q');\n",
-    "    xTiB  = sympify('1/2*i + 1/2*q');\n",
-    "    xFe3B = sympify('1 - i');\n",
-    "\n",
-    "    sf    = [xFeA, xTiA, xFe3A, xFeB, xTiB, xFe3B];\n",
-    "\n",
-    "    xFeA  = sympify('sf_L_0_R_');\n",
-    "    xTiA  = sympify('sf_L_1_R_');\n",
-    "    xFe3A = sympify('sf_L_2_R_');\n",
-    "    xFeB  = sympify('sf_L_3_R_');\n",
-    "    xTiB  = sympify('sf_L_4_R_');\n",
-    "    xFe3B = sympify('sf_L_5_R_'); \n",
-    " \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   xFeA**(0.5)*xTiB**(0.5);\n",
-    "    idm[1] =   2.*xFeA**(0.25)*xTiA**(0.25)*xFeB**(0.25)*xTiB**(0.25);\n",
-    "    idm[2] =   xFe3A**(0.5)*xFe3B**(0.5);\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "\n",
-    "    symb     = ['i','q']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['i','q','log']  \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var\n",
-    "\n",
-    "def spn():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    \n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    idm2      = [0]*n_em;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x  range\n",
-    "    Range[1]  = [0,2.]; # y  range\n",
-    "    Range[2]  = [0,1];  # c  range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [-1,1]; # t  range\n",
-    "    Range[4]  = [0,1];  # Q1 range\n",
-    "    Range[5]  = [0,1];  # Q2 range\n",
-    "    Range[6]  = [0,1];  # Q3 range\n",
-    "\n",
-    "    p[0] = sympify('1/3 - 1/3*x - c + 2/3*Q1 - 2/3*t + (-1/3*t)*x');\n",
-    "    p[1] = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*x + (-2/3*t)*x');\n",
-    "    p[2] = sympify('1/3*x - 1/3*y + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y');\n",
-    "    p[3] = sympify('-2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y');\n",
-    "    p[4] = sympify('1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y');\n",
-    "    p[5] = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    p[6] = sympify('c');\n",
-    "    p[7] = sympify('t');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = -8.2;\n",
-    "    W[1] = 3.5;\n",
-    "    W[2] = -13.0;\n",
-    "    W[3] = 43.2;\n",
-    "    W[4] = 49.1;\n",
-    "    W[5] = -5.0;\n",
-    "    W[6] = 22.5;\n",
-    "    W[7] = 4.4;\n",
-    "    W[8] = -6.0;\n",
-    "    W[9] = 36.8;\n",
-    "    W[10] = 20.0;\n",
-    "    W[11] = 14.0;\n",
-    "    W[12] = 21.5;\n",
-    "    W[13] = -8.2;\n",
-    "    W[14] = 18.1;\n",
-    "    W[15] = 49.0;\n",
-    "    W[16] = -19.0;\n",
-    "    W[17] = 35.1;\n",
-    "    W[18] = -4.0;\n",
-    "    W[19] = 7.6;\n",
-    "    W[20] = -11.0;\n",
-    "    W[21] = 9.0;\n",
-    "    W[22] = 18.1;\n",
-    "    W[23] = 11.9;\n",
-    "    W[24] = 62.2;\n",
-    "    W[25] = -6.4;\n",
-    "    W[26] = 24.3;\n",
-    "    W[27] = 60.0;\n",
-    "    v = 0.;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgT  = sympify('1/3 + 1/3*t - 1/3*x + 2/3*Q1 + (-1/3*t)*x');\n",
-    "    xFeT  = sympify('1/3*x + 2/3*Q2 + 1/3*t*x');\n",
-    "    xAlT  = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*Q2 - 2/3*Q3 - 2/3*y + 2/3*c*y + 2/3*t*y');\n",
-    "    xFe3T = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    xMgM  = sympify('1/3 - 1/3*Q1 + 1/3*t - 1/3*x + (-1/3*t)*x');\n",
-    "    xFeM  = sympify('-1/3*Q2 + 1/3*x + 1/3*t*x');\n",
-    "    xAlM  = sympify('2/3 + 1/3*Q1 + 1/3*Q2 + 1/3*Q3 - c - 2/3*y - 5/6*t + 2/3*c*y + 2/3*t*y');\n",
-    "    xFe3M = sympify('-1/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    xCrM  = sympify('c');\n",
-    "    xTiM  = sympify('1/2*t');\n",
-    "\n",
-    "    sf   = [xMgT, xFeT, xAlT, xFe3T, xMgM, xFeM, xAlM, xFe3M, xCrM, xTiM];\n",
-    "\n",
-    "    xMgT  = sympify('sf_L_0_R_');\n",
-    "    xFeT  = sympify('sf_L_1_R_');\n",
-    "    xAlT  = sympify('sf_L_2_R_');\n",
-    "    xFe3T = sympify('sf_L_3_R_');\n",
-    "    xMgM  = sympify('sf_L_4_R_');\n",
-    "    xFeM  = sympify('sf_L_5_R_');\n",
-    "    xAlM  = sympify('sf_L_6_R_');\n",
-    "    xFe3M = sympify('sf_L_7_R_');\n",
-    "    xCrM  = sympify('sf_L_8_R_');\n",
-    "    xTiM  = sympify('sf_L_9_R_');\n",
-    "    p1    = sympify('sf_L_10_R_');\n",
-    "    \n",
-    "    idm[0] =   xMgT*xAlM;\n",
-    "    idm[1] = 2*xAlT*xMgM**(.5)*xAlM**(.5);\n",
-    "    idm[2] =   xFeT*xAlM;\n",
-    "    idm[3] = 2*xAlT*xFeM**(.5)*xAlM**(.5);\n",
-    "    idm[4] =   xFeT*xFe3M;\n",
-    "    idm[5] = 2*xFe3T*xFeM**(.5)*xFe3M**(.5);\n",
-    "    idm[6] =   xMgT*xCrM;\n",
-    "    idm[7] = 2*xMgT*xMgM**(.5)*xTiM**(.5);\n",
-    "    \n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb1');\n",
-    "    gbase[1]  = sympify('gb2');\n",
-    "    gbase[2]  = sympify('gb3');\n",
-    "    gbase[3]  = sympify('gb4');\n",
-    "    gbase[4]  = sympify('gb5');\n",
-    "    gbase[5]  = sympify('gb6');\n",
-    "    gbase[6]  = sympify('gb7');\n",
-    "    gbase[7]  = sympify('gb8');\n",
-    "\n",
-    "\n",
-    "#     x, y, c, t, Q1, Q2, Q = sympy.symbols('x y c t Q1 Q2 Q3', positive = True, real = True)\n",
-    "    symb     = ['x','y','c','t','Q1','Q2','Q3']\n",
-    "    sym_list = symb\n",
-    "    \n",
-    "    in_var  = ['x','y','c','t','Q1','Q2','Q3','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "    \n",
-    "    return sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# CHOOSE PHASE\n",
-    "# bi g ep pl4T mu ol cd opx cpx spn hb liq fl ilm ilm_TJBH_2019\n",
-    "ss = 'spn'\n",
-    "# output\n",
-    " \n",
-    "name = ss+'()'\n",
-    "sym_list, p, v, W, gbase, sf, idm, idm2, n_em, symmetry, Range, in_var, out_var  = eval(name)\n",
-    "\n",
-    "calc_hes = 0;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     0,
-     16
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# CALCULATE f0, jac and Hessian\n",
-    "R   = sympify(\"R\");\n",
-    "T   = sympify(\"T\");\n",
-    "eps = sympify(\"eps\");\n",
-    "\n",
-    "phi_p           = np.identity(n_em);\n",
-    "mu_Gex          = [0]*n_em;\n",
-    "mat_muMix       = [0]*n_em;\n",
-    "mu_Total        = [0]*n_em;\n",
-    "mat_phi         = [0]*n_em;\n",
-    "Gsol            = 0;\n",
-    "total_chem_comp = 0;\n",
-    "\n",
-    "#declare mu0[ii] and p[ii] again here\n",
-    "muzx  = [0]*n_em\n",
-    "px    = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    px[ii]    = sympify('p'+str(ii))\n",
-    "    muzx[ii]  = sympify('muz'+str(ii))\n",
-    "\n",
-    "if symmetry == 0:\n",
-    "    # Third step\n",
-    "    dp_dx = [[0] * (n_em-1) for i in range(n_em)]\n",
-    "    for ii in range(0,n_em):\n",
-    "        for jj in range(0,n_em-1):\n",
-    "            dp_dx[ii][jj] = diff(p[ii],sym_list[jj]) \n",
-    "            \n",
-    "    # Second step            \n",
-    "    pfrac = p        \n",
-    "    p  = [0]*n_em\n",
-    "    px = [0]*n_em\n",
-    "    for ii in range(0,n_em):\n",
-    "        p[ii]  = sympify('p'+str(ii))\n",
-    "        px[ii] = sympify('p'+str(ii))\n",
-    "        \n",
-    "    sum_v   = sum(np.multiply(p,v)) \n",
-    "    mat_phi = np.multiply(p,v)/(sum_v)\n",
-    "    mat_phix= mat_phi\n",
-    "\n",
-    "    mat_phi = [0]*n_em\n",
-    "    for ii in range(0,n_em):\n",
-    "        mat_phi[ii] = sympify('mat_phi'+str(ii))\n",
-    "\n",
-    "    for ii in range(0,n_em):\n",
-    "        mu = 0;\n",
-    "        it = 0;\n",
-    "        for jj in range (0,n_em-1):\n",
-    "            for kk in range(jj+1,n_em):\n",
-    "                mu = mu - (phi_p[ii][jj] - mat_phi[jj])*(phi_p[ii][kk]-mat_phi[kk])*(W[it]*2*v[ii]/(v[jj]+v[kk]) );\n",
-    "                it = it + 1;\n",
-    "        if len(W) != it:\n",
-    "            display(\"Something is wrong with the mu model\")\n",
-    "            \n",
-    "        mu_Gex[ii]      = mu; \n",
-    "        Gsol            = Gsol + px[ii]*muzx[ii];\n",
-    "\n",
-    "if symmetry == 1:\n",
-    "    mat_phix = []\n",
-    "    \n",
-    "    # Third step\n",
-    "    dp_dx = [[0] * (n_em-1) for i in range(n_em)]\n",
-    "    for ii in range(0,n_em):\n",
-    "        for jj in range(0,n_em-1):\n",
-    "            dp_dx[ii][jj] = diff(p[ii],sym_list[jj]) \n",
-    "\n",
-    "    pfrac = p       \n",
-    "    p  = [0]*n_em\n",
-    "    px = [0]*n_em\n",
-    "    \n",
-    "    for ii in range(0,n_em):\n",
-    "        p[ii]  = sympify('p'+str(ii))\n",
-    "        px[ii] = sympify('p'+str(ii))\n",
-    "        \n",
-    "    for ii in range(0,n_em):\n",
-    "        mu = 0;\n",
-    "        it = 0;\n",
-    "        for jj in range (0,n_em-1):\n",
-    "            for kk in range(jj+1,n_em):\n",
-    "                mu = mu - (phi_p[ii][jj] - p[jj])*(phi_p[ii][kk]-p[kk])*W[it];\n",
-    "                it = it + 1;\n",
-    "        if len(W) != it:\n",
-    "            display(\"Something is wrong with the mu model\")\n",
-    "            \n",
-    "        mu_Gex[ii]      = mu; \n",
-    "        Gsol            = Gsol + px[ii]*muzx[ii];\n",
-    "        \n",
-    "mx = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    mx[ii] = sympify('idm'+str(ii))\n",
-    "     \n",
-    "mu_Gexx = [0]*n_em        \n",
-    "for ii in range(0,n_em):\n",
-    "    mu_Gexx[ii] = sympify('mu_Gex'+str(ii))\n",
-    "        \n",
-    "muz = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    muz[ii] = (gbase[ii] + mu_Gexx[ii] + R*T*ln(mx[ii]))\n",
-    "\n",
-    "f0 = 0        \n",
-    "for ii in range(0,len(gbase)):\n",
-    "    f0 = f0 + (sympify('muz'+str(ii)))*px[ii]\n",
-    "\n",
-    "# Site fraction      \n",
-    "sf_size   = len(sf)\n",
-    "sf0       = [0]*sf_size\n",
-    "\n",
-    "for oo,ii in enumerate(sf):\n",
-    "    sf0[oo] = -1.0*sf[oo] \n",
-    "\n",
-    "sym_list_size = len(sym_list)\n",
-    "ineq_sf = [['' for xx in range(sym_list_size)] for xx in range(sf_size)]\n",
-    "\n",
-    "for oo,ii in enumerate(sf):\n",
-    "    for pi,jj in enumerate(sym_list):\n",
-    "        ineq_sf[oo][pi]  = diff(ii,jj);  \n",
-    "        ineq_sf[oo][pi] *= -1.0;\n",
-    "\n",
-    "# IDM ineq\n",
-    "idm_size   = len(idm)\n",
-    "sym_list_size = len(sym_list)\n",
-    "ineq_idm = [['' for xx in range(sym_list_size)] for xx in range(idm_size)]\n",
-    "\n",
-    "for oo,ii in enumerate(idm):\n",
-    "    for pi,jj in enumerate(sym_list):\n",
-    "        ineq_idm[oo][pi]= diff(ii,jj)*1.0;\n",
-    "        \n",
-    "# turn rational and int to float\n",
-    "for i,b in enumerate(idm):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            idm[i] = idm[i].subs(a, float(a))\n",
-    "            \n",
-    "for i,b in enumerate(pfrac):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            pfrac[i] = pfrac[i].subs(a, float(a))\n",
-    "\n",
-    "# for i,b in enumerate(dp_dx):\n",
-    "#     for j,c in enumerate(b):\n",
-    "#         for a in preorder_traversal(c):\n",
-    "#             if isinstance(a, Rational):\n",
-    "#                 dp_dx[i][j] = dp_dx[i][j].subs(a, float(a))\n",
-    "\n",
-    "for i,b in enumerate(sf):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            sf[i] = sf[i].subs(a, float(a))\n",
-    "            \n",
-    "for i,b in enumerate(sf0):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            sf0[i] = sf0[i].subs(a, float(a)) \n",
-    "            \n",
-    "for i,b in enumerate(ineq_sf):\n",
-    "    for j,c in enumerate(b):\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):\n",
-    "                ineq_sf[i][j] = ineq_sf[i][j].subs(a, float(a))\n",
-    "                \n",
-    "for ii, val in enumerate(ineq_sf):\n",
-    "    for jj, val0 in enumerate(val):\n",
-    "        t0 = str(val0)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        ineq_sf[ii][jj] = t0\n",
-    "\n",
-    "for ii, val in enumerate(sf0):  \n",
-    "    t0 = str(val)\n",
-    "\n",
-    "    for i,val in enumerate(in_var):\n",
-    "        inv  = str(in_var[i])\n",
-    "        outv = str(out_var[i])\n",
-    "        t0 = replaceSymbols(t0,inv,outv) \n",
-    "    sf0[ii] = t0    \n",
-    "    \n",
-    "idm_p  = [0]*n_em\n",
-    "for jj in range(0,n_em):\n",
-    "    idm_p[jj] = -1.0*(idm[jj]/pfrac[jj])\n",
-    "    \n",
-    "for ii, val in enumerate(idm_p):  \n",
-    "    t0 = str(val)\n",
-    "\n",
-    "    for i,val in enumerate(in_var):\n",
-    "        inv  = str(in_var[i])\n",
-    "        outv = str(out_var[i])\n",
-    "        t0 = replaceSymbols(t0,inv,outv) \n",
-    "    idm_p[ii] = str(t0)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "#print vectorized non linear constraints (sf)\n",
-    "if 0==0:\n",
-    "        \n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    \n",
-    "    op += 'void '+ss+'_c(unsigned m, double *result, unsigned n, const double *x, double *grad, void *data){\\n'\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "#         op += os+'double c'+ str(ii)+'(unsigned n, const double *x, double *grad, void *data){\\n'   \n",
-    "        op += os+'result['+str(ii)+'] = ( eps_sf + ' + str(sf0[ii])+');\\n' \n",
-    "    op += '\\n' \n",
-    "    op += os+'if (grad) {\\n' \n",
-    "    n = 0;\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "        for jj, val1 in enumerate(val0):\n",
-    "            op += os+os+'grad['+str(n)+'] = ' + str((val1)) + ';\\n' \n",
-    "            n += 1\n",
-    "    op += os+'}\\n' \n",
-    "    \n",
-    "    op += '\\n'  \n",
-    "    op += os+'return;\\n'    \n",
-    "    op += '};\\n' \n",
-    "    op += '\\n'  \n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     0
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# site fractions\n",
-    "if 0==0:\n",
-    "    pout = sf\n",
-    "\n",
-    "    for ii, val in enumerate(sf):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "\n",
-    "\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "\n",
-    "    for  i,val in enumerate(pout):\n",
-    "        op += os+'sf['+str(i)+']           = '+((pout[i]))+';\\n'    \n",
-    "\n",
-    "print(op)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     1
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# dp dx\n",
-    "if 0==0:\n",
-    "\n",
-    "    pout = (dp_dx)\n",
-    "    for ii, val in enumerate(dp_dx):\n",
-    "        for jj, val0 in enumerate(val):\n",
-    "            t0 = (str((val0)))\n",
-    "            for i,val in enumerate(in_var):\n",
-    "                inv  = str(in_var[i])\n",
-    "                outv = str(out_var[i])\n",
-    "                t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "            pout[ii][jj] = t0\n",
-    "\n",
-    "\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += 'void dpdx_'+ss+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double **dp_dx = d->dp_dx;\\n\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(pout):\n",
-    "        for j,val2 in enumerate(val):\n",
-    "            op += os+'dp_dx['+str(i)+']['+str(j)+'] = '+((pout[i][j]))+';  '  \n",
-    "        op += os+'\\n'\n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     1
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# endmember fractions (p)\n",
-    "if 0==0:\n",
-    "    pout = p\n",
-    "\n",
-    "    for ii, val in enumerate(pfrac):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "\n",
-    "\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += 'void px_'+ss+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double *p = d->p;;\\n'\n",
-    "    \n",
-    "    for  i,val in enumerate(pfrac):\n",
-    "        op += os+'    p['+str(i)+']           = '+((pout[i]))+';\\n'    \n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "code_folding": [
-     1
-    ],
-    "scrolled": false
-   },
-   "outputs": [],
-   "source": [
-    "# other objective analytical formulation\n",
-    "if 0==0:\n",
-    "    # PRINT OUT THE RESULTS FOR PYTHON\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += 'SS_ref XI_SS_'+ss+'_function(SS_ref SS_ref_db, double *bulk_rock, double P,  double T, double obj_res, double ineq_res, int solver, double eps_bnds){\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'/* OBJECTIVE FUNCTION AND GRADIENT DEFINITION */\\n'\n",
-    "    op += os+'double obj(unsigned n, const double *x, double *grad, void *SS_ref_db) {\\n'  \n",
-    "    op += os+'\\n'  \n",
-    "    op += os+'    SS_ref *d  = (SS_ref *) SS_ref_db;\\n\\n'\n",
-    "    op += os+'    int n_em   = d->n_em;\\n'\n",
-    "    op += os+'    double P   = d->P;\\n'\n",
-    "    op += os+'    double T   = d->T;\\n'\n",
-    "    op += os+'    double R   = d->R;\\n\\n'\n",
-    "\n",
-    "    for ii in range(0,len(sym_list)):\n",
-    "        sym = str(sym_list[ii])\n",
-    "        if sym == 'x':\n",
-    "            sym += '1'\n",
-    "        if sym == 'n':\n",
-    "            sym += '1'\n",
-    "        op += os+'    double '+sym+' = x['+str(ii)+'];\\n'\n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    op += os+'    double *gb     = d->gb_lvl;\\n'  \n",
-    "    op += os+'    double *p      = d->p;\\n'\n",
-    "    op += os+'    double *mat_phi= d->mat_phi;\\n'\n",
-    "    op += os+'    double *mu_Gex = d->mu_Gex;\\n'\n",
-    "    op += os+'    double *idm    = d->idm;\\n'\n",
-    "    op += os+'    double *sf     = d->sf;\\n'\n",
-    "    op += os+'    double *mu     = d->mu;\\n'\n",
-    "    op += os+'    double *dfx    = d->dfx;\\n'\n",
-    "    op += os+'    double **dp_dx = d->dp_dx;\\n\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(pfrac):\n",
-    "        op += os+'    p['+str(i)+']           = '+digit2index((pfrac[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    if any(mat_phix):\n",
-    "        for  i,val in enumerate(mat_phix):\n",
-    "            op += os+'    mat_phi['+str(i)+']    = '+digit2index((mat_phix[i]))+';\\n'    \n",
-    "        op += os+'\\n'   \n",
-    "\n",
-    "    for  i,val in enumerate(mu_Gex):\n",
-    "        op += os+'    mu_Gex['+str(i)+']      = '+digit2index((mu_Gex[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "#     for  i,val in enumerate(sf):\n",
-    "#         op += os+'    sf['+str(i)+']          = '+digit2index(ccode(sf[i]))+';\\n'    \n",
-    "#     op += os+'\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(idm):\n",
-    "        op += os+'    idm['+str(i)+']         = '+brackets(ccode(digit2index((idm[i]))))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(muz):\n",
-    "        op += os+'    mu['+str(i)+']          = '+digit2index2((muz[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(dp_dx):\n",
-    "        for j,val2 in enumerate(val):\n",
-    "            op += os+'    dp_dx['+str(i)+']['+str(j)+'] = '+digit2index((dp_dx[i][j]))+';  '  \n",
-    "        op += os+'\\n'\n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    op += os+'    for (int i = 0; i < (n_em-1); i++){\\n'\n",
-    "    op += os+'        dfx[i] = 0.0;\\n'\n",
-    "    op += os+'        for (int j = 0; j < n_em; j++){\\n'\n",
-    "    op += os+'            dfx[i] += mu[j]*dp_dx[j][i];\\n'    \n",
-    "    op += os+'        }\\n' \n",
-    "    op += os+'    }\\n\\n' \n",
-    "\n",
-    "    op += os+'    if (grad) {\\n'   \n",
-    "    for ii in range(0,len(sym_list)):\n",
-    "        op += os+'        grad['+str(ii)+'] = creal(dfx['+str(ii)+']);\\n'\n",
-    "    op += os+'    }\\n'\n",
-    "    op += os+'    return ('+digit2index(str((f0)))+');\\n'\n",
-    "    op += os+'};\\n\\n'\n",
-    "\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'/* INEQUALITY CONSTRAINTS AND JAC */\\n'\n",
-    "\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "        op += os+'double c'+ str(ii)+'(unsigned n, const double *x, double *grad, void *data){\\n'      \n",
-    "        op += os+'   if (grad) {\\n'    \n",
-    "\n",
-    "        for jj, val1 in enumerate(val0):\n",
-    "            op += os+'        grad['+str(jj)+'] = ' + str((val1)) + ';\\n' \n",
-    "        op += os+'   }\\n' \n",
-    "        op += os+'    return (' + str(sf0[ii])+');\\n' \n",
-    "        op += os+'};\\n' \n",
-    "\n",
-    "    op += os+'\\n'  \n",
-    "    op += os+'int    n_em     = SS_ref_db.n_em;\\n'  \n",
-    "    op += os+'unsigned int n  = n_em -1;\\n\\n'  \n",
-    "\n",
-    "    op += os+'double *x  = SS_ref_db.iguess; \\n'  \n",
-    "    op += os+'double lb[n_em-1]; \\n'  \n",
-    "    op += os+'double ub[n_em-1]; \\n\\n'  \n",
-    "    op += os+'for (int i = 0; i < (n_em-1); i++){\\n'  \n",
-    "    op += os+'   lb[i] = SS_ref_db.box_bounds[i][0] + eps_bnds;\\n'  \n",
-    "    op += os+'   ub[i] = SS_ref_db.box_bounds[i][1] - eps_bnds;\\n' \n",
-    "    op += os+'}\\n'  \n",
-    "\n",
-    "    op += os+'\\n'    \n",
-    "    op += os+'/* DEFINE NLOPT SOLVER as LD_ MMA, SLSQP, CCSAQ */\\n'\n",
-    "    op += os+'clock_t t; \\n'  \n",
-    "    op += os+'t = clock();\\n'  \n",
-    "    op += os+'nlopt_opt opt;\\n'  \n",
-    "    op += os+'\\n'  \n",
-    "    op += os+'if (solver == 0){\\n'  \n",
-    "    op += os+'    opt = nlopt_create(NLOPT_LD_CCSAQ, (n));\\n'  \n",
-    "    op += os+'}\\n'  \n",
-    "    op += os+'else if (solver == 1){\\n' \n",
-    "    op += os+'    opt = nlopt_create(NLOPT_LD_MMA, (n));\\n'  \n",
-    "    op += os+'}\\n'  \n",
-    "    op += os+'else if (solver == 2){\\n' \n",
-    "    op += os+'    opt = nlopt_create(NLOPT_LD_SLSQP, (n));\\n'  \n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'nlopt_set_lower_bounds(opt, lb);\\n'  \n",
-    "    op += os+'nlopt_set_upper_bounds(opt, ub);\\n'  \n",
-    "    op += os+'nlopt_set_min_objective(opt, obj, &SS_ref_db);\\n'  \n",
-    "\n",
-    "    for ii in range(0,len(sf)):\n",
-    "        sym = str(ii)\n",
-    "        op += os+'nlopt_add_inequality_constraint(opt, c'+sym+', NULL, ineq_res);\\n'\n",
-    "    op += os+'nlopt_set_ftol_rel(opt, obj_res);\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'nlopt_set_maxtime(opt, maxtime);\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'double minf;\\n' \n",
-    "    op += os+'if (nlopt_optimize(opt, x, &minf) < 0) {\\n' \n",
-    "    op += os+'    printf(\"  -> nlopt failed!\\\\n\");\\n' \n",
-    "    op += os+'}\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'t = clock() - t; \\n' \n",
-    "    op += os+'SS_ref_db.LM_time = ((double)t)/CLOCKS_PER_SEC*1000; // in seconds \\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'nlopt_destroy(opt);\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'/* Send back needed local solution parameters */\\n' \n",
-    "    op += os+'SS_ref_db.xeos = x; \\n' \n",
-    "    op += os+'SS_ref_db.df   = minf; \\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'return SS_ref_db;\\n' \n",
-    "    op += os+'\\n'\n",
-    "    op += '};\\n'    \n",
-    "\n",
-    "\n",
-    "\n",
-    "\n",
-    "    print(op) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# GENERATE JACOBIAN MATRIX OF SITE FRACTIONS #\n",
-    "sp  = '\\t'\n",
-    "\n",
-    "pp  = '/**\\n'\n",
-    "pp += 'update dsf matrix: ' + ss + '\\n'\n",
-    "pp += '*/\\n'\n",
-    "pp += 'void dsf_'+ss+'(void *SS_ref_db, const double *x){\\n'\n",
-    "pp += sp+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "pp += sp+'double **dsf = d->dsf;\\n'\n",
-    "pp += '\\n'\n",
-    "for ii, val0 in enumerate(ineq_sf): \n",
-    "    pp += sp\n",
-    "    for jj, val1 in enumerate(val0):\n",
-    "        pp += 'dsf['+str(ii)+']['+str(jj)+']\\t= ' + str((val1)) + '; ' \n",
-    "    pp += '\\n'  \n",
-    "pp += '};\\n\\n'\n",
-    "\n",
-    "\n",
-    "print(pp)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[[1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]]\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(ol)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.9"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/python/deprecated/SS_Analytical_multi_DB.ipynb b/python/deprecated/SS_Analytical_multi_DB.ipynb
deleted file mode 100755
index d246545f..00000000
--- a/python/deprecated/SS_Analytical_multi_DB.ipynb
+++ /dev/null
@@ -1,5076 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# Code to generate objective function Jacobian matrices from solution models for local minimization\n",
-    "# it also generates additional set of inequality constraints\n",
-    "\n",
-    "# last update 24.02.23, NR\n",
-    "import numpy as np\n",
-    "import math as math\n",
-    "import cmath\n",
-    "import time\n",
-    "import random\n",
-    "from sympy import *\n",
-    "from sympy.printing import print_ccode\n",
-    "\n",
-    "# EXPORT\n",
-    "import os, re\n",
-    "init_printing()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
-   "metadata": {
-    "code_folding": [
-     1,
-     174,
-     198,
-     204,
-     226,
-     252,
-     276,
-     282
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# non linear phase solver, include option to generate ghost points\n",
-    "def func_bnd_guess(name,bulk):\n",
-    "    eps = 1e-14\n",
-    "    if   name == 'bi':\n",
-    "        # def bnd():\n",
-    "        t   = 1\n",
-    "        f   = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, t),(0, f))\n",
-    "        iguess = [0.15, 0.25, 0.4, 0.17, 0.25]\n",
-    "            \n",
-    "    elif name == 'ksp':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1))\n",
-    "        iguess = [0.1, 0.001]\n",
-    "        \n",
-    "    elif name == 'g':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, f), (0, cr),(0, t))\n",
-    "        iguess = [0.3, 0.2, 0.01, 0.01, 0.001]\n",
-    "\n",
-    "    elif name == 'ep':\n",
-    "        # def bnd():\n",
-    "        f   = 1\n",
-    "        Q   = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "            Q  = eps\n",
-    "        box_bounds = ((0, f), (0, Q))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "        \n",
-    "    elif name == 'pl':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "       \n",
-    "        \n",
-    "    elif name == 'mu':\n",
-    "        # def bnd():\n",
-    "        f   = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "            \n",
-    "        box_bounds = ((0, 1), (0, 1),(0, f), (0, 1),(0, 1))\n",
-    "        iguess = [0.25, 0.6, 0.17, 0.06, 0.004]\n",
-    "       \n",
-    "    elif name == 'ol':\n",
-    "        # def bnd():\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1))\n",
-    "        iguess = [0.4, 0.002, 0.01]\n",
-    "            \n",
-    "    elif name == 'cd':\n",
-    "        # def bnd():\n",
-    "        h   = 1\n",
-    "\n",
-    "        if bulk[10] == 0:\n",
-    "            h  = eps\n",
-    "        box_bounds = ((0, 1), (0, h))\n",
-    "        iguess = [0.8, 0.03]\n",
-    "\n",
-    "    elif name == 'opx':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 2),(0, 1), (-1, 1),(0, f),(0, t), (0, cr),(0, 1))\n",
-    "        iguess = [0.05, 0.006, 0.025, 0.032, 0.1, 0.001, 0.001, 0.001] \n",
-    "\n",
-    "            \n",
-    "    elif name == 'cpx':\n",
-    "        # def bnd():\n",
-    "        f    = 1\n",
-    "        cr   = 1\n",
-    "        t    = 1\n",
-    "\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            cr  = eps\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 2),(0, 1), (0, 1),(-1, 1),(0, f), (0, cr),(0, t), (0, 1))\n",
-    "        iguess = [0.075, 0.1120, 0.05, 0.11, -0.0005, 0.001, 0.001, 0.001, 0.001]\n",
-    "\n",
-    "            \n",
-    "    elif name == 'spn':\n",
-    "        # def bnd():\n",
-    "        y   = 1\n",
-    "        c   = 1\n",
-    "        t   = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            y  = eps\n",
-    "        if bulk[9] == 0:\n",
-    "            c  = eps_\n",
-    "        box_bounds = ((0, 1), (0, y),(0, c), (0, t),(-1, 1),(-1, 1), (-1, 1))\n",
-    "        iguess = [0.1, 0.05, 0.05, 0.05, 0.02, 0.02, 0.02]\n",
-    "            \n",
-    "    elif name == 'hb':\n",
-    "        # def bnd():\n",
-    "        f  = 1\n",
-    "        t  = 1\n",
-    "\n",
-    "        if bulk[7] == 0:\n",
-    "            t  = eps\n",
-    "        if bulk[8] == 0:\n",
-    "            f  = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, 1),(0, 1),(0, 1), (0, f),(0, t), (-1, 1),(-1, 1))\n",
-    "        iguess = [0.3, 0.2, 0.01, 0.45, 0.01, 0.8, 0.05, 0.01, -0.01, 0.1]\n",
-    "            \n",
-    "    elif name == 'liq':\n",
-    "        # def bnd():\n",
-    "        hm  = 1\n",
-    "        ek  = 1\n",
-    "        ti  = 1\n",
-    "        h2o = 1\n",
-    "        \n",
-    "        if bulk[7] == 0:#ti\n",
-    "            ti   = eps\n",
-    "        if bulk[8] == 0:#chr\n",
-    "            hm  = eps\n",
-    "        if bulk[9] == 0:#o\n",
-    "            ek  = eps\n",
-    "        if bulk[10] == 0:#h2o\n",
-    "            h2o = eps\n",
-    "\n",
-    "        box_bounds = ((0, 1), (0, 1),(0, 1), (0, 1),(0, 1), (0, hm),(0, ek), (0, ti),(0, 1), (0, 1), (0, h2o))\n",
-    "        iguess = [0.2,0.2,0.1,0.1,0.05,0.001,0.001,0.001,0.001,0.001,0.001]\n",
-    "\n",
-    "    elif name == 'ilm':\n",
-    "        # def bnd():\n",
-    "        x2  = 0\n",
-    "        if bulk[8] == 0:\n",
-    "            x2  = 1 - eps\n",
-    "\n",
-    "        box_bounds = ((x2, 1.), (-0.99, 0.99))\n",
-    "        iguess = [0.8, 0.55]\n",
-    "\n",
-    "    else:\n",
-    "        display('Either phase is not defined or there is a typo')\n",
-    "  \n",
-    "\n",
-    "    return (box_bounds,iguess)\n",
-    "\n",
-    "def digit2index2(eq):  \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9][0-9])', r'mu[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9][0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9][0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9][0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[g][b]([0-9][0-9])', r'gb[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9][0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9][0-9])', r'bulk[\\1]',str(eq) )   \n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9][0-9])', r'chem_comp[\\1]',str(eq) )   \n",
-    "    \n",
-    "    eq =  re.sub(r'[m][u][z]([0-9])', r'mu[\\1]',str(eq) )  \n",
-    "    eq =  re.sub(r'[m][u][_][G][e][x]([0-9])', r'mu_Gex[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p][h][i]([0-9])', r'phi[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[i][d][m]([0-9])', r'idm[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[g][b]([0-9])', r'gb[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[p]([0-9])', r'p[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[c][o][m][p]([0-9])', r'chem_comp[\\1]',str(eq) )\n",
-    "    eq =  re.sub(r'[b][u][l][k]([0-9])', r'bulk[\\1]',str(eq) )  \n",
-    "\n",
-    "    eq =  re.sub(r'[l][o][g]', r'creal(clog',str(eq) )\n",
-    "    eq =  re.sub(r'[)][ ][+][ ][g]', r')) + g',str(eq) )\n",
-    "    eq =  re.sub(r'[p][o][w]', r'cpow',str(eq) )\n",
-    "    return(eq) \n",
-    "\n",
-    "def replaceSymbols(op,in_var,out_var):    \n",
-    "    regin  = 'r\\'([' + in_var   +']*)\\''\n",
-    "    regout = 'r\\''  + out_var  +'\\''\n",
-    "    t0 =  re.sub(in_var, out_var,op )  \n",
-    "    return(t0)\n",
-    "# for make endmembers -> get gb\n",
-    "def print_em_gb(em,din):\n",
-    "    dout = str(din)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.gb'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "        else:\n",
-    "                sym = 'z_b.'+str(i)\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            \n",
-    "    return dout\n",
-    " \n",
-    "def print_em_shearM(em,din):\n",
-    "    din_dependent = sympify('0');\n",
-    "    for i in din.free_symbols: \n",
-    "        if i in em:\n",
-    "            r = din.as_independent(i)\n",
-    "    #             print(sympify(r[1]))\n",
-    "            din_dependent += (sympify(r[1]))\n",
-    "\n",
-    "    dout = str(din_dependent)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.ElShearMod'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "\n",
-    "    return dout\n",
-    "\n",
-    "def print_em_C(em,din):\n",
-    "    din_dependent = sympify('0');\n",
-    "    for i in din.free_symbols: \n",
-    "        if i in em:\n",
-    "            r = din.as_independent(i)\n",
-    "            din_dependent += (sympify(r[1]))\n",
-    "\n",
-    "    dout = str(din_dependent)\n",
-    "    for i in din.free_symbols:\n",
-    "        if i in em:\n",
-    "            if (str(i)[0:2] == 'd_'):\n",
-    "                sym = str(i)[2:]+'_di.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'o_'):\n",
-    "                sym = str(i)[2:]+'_or.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            elif (str(i)[0:2] == 'e_'):\n",
-    "                sym = str(i)[2:]+'_eq.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "            else:\n",
-    "                sym = str(i)+'_eq.C[i]'\n",
-    "                dout= replaceSymbols(dout,str(i),sym)\n",
-    "    return dout\n",
-    "\n",
-    "def print_W(w):\n",
-    "    var = str(W[i])\n",
-    "    var = replaceSymbols(var,'P','SS_ref_db.P')\n",
-    "    var = replaceSymbols(var,'T','SS_ref_db.T')\n",
-    "    return var\n",
-    "\n",
-    "def eval_sf(sf_pc,cv2sf):\n",
-    "    sf_ok = 1\n",
-    "    for  i,val in enumerate(sf):\n",
-    "        sf_pc[i] = eval(cv2sf[i])  \n",
-    "        if sf_pc[i] < 1e-6:\n",
-    "            sf_ok = 0\n",
-    "    return sf_ok\n",
-    "op = ''"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 35,
-   "metadata": {
-    "code_folding": [
-     2,
-     209,
-     375,
-     448,
-     526,
-     627,
-     727,
-     828,
-     890,
-     952,
-     1097,
-     1261,
-     1380,
-     1560,
-     1625
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# ss database igneous _ig\n",
-    "\n",
-    "def liq_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 12\n",
-    "\n",
-    "    W         = [0]*66\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    psf       = [0]*n_em; \n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # wo  range\n",
-    "    Range[1]  = [0,1]; # sl  range\n",
-    "    Range[2]  = [0,1]; # fo  range\n",
-    "    Range[3]  = [0,1]; # fa  range\n",
-    "    Range[4]  = [0,1]; # jd  range\n",
-    "    Range[5]  = [0,1]; # hm  range\n",
-    "    Range[6]  = [0,1]; # ek  range\n",
-    "    Range[7]  = [0,1]; # ti  range\n",
-    "    Range[8]  = [0,1]; # kj  range\n",
-    "    Range[9]  = [0,1]; # yct range\n",
-    "    Range[10] = [0,1]; # h2o range\n",
-    "\n",
-    "    emname  = ['q4L','sl1L','wo1L','fo2L','fa2L','jdL','hmL','ekL','tiL','kjL','ctL','h2o1L']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('4* qL + 0.22 - 0.059* P');\n",
-    "    make[1] = sympify('silL + 6.2 - 0.318 *P');\n",
-    "    make[2] = sympify('woL - 0.45 - 0.114 *P');\n",
-    "    make[3] = sympify('2 *foL + 8.67 - 0.131 *P');\n",
-    "    make[4] = sympify('2* faL + 13.7 - 0.055 *P');\n",
-    "    make[5] = sympify('abL - qL + 12.19 - 0.089 *P');\n",
-    "    make[6] = sympify('1/2* hemL + 3.3 - 0.032* P');\n",
-    "    make[7] = sympify('1/2 *eskL + 24.85 + 0.245 *P');\n",
-    "    make[8] = sympify('ruL + 5.58 - 0.489* P');\n",
-    "    make[9] = sympify('kspL - qL + 11.98 - 0.21* P');\n",
-    "    make[10] = sympify('woL + silL - qL - 108.3 + 0.055* T + 0.053 *P');\n",
-    "    make[11] = sympify('h2oL + 3.2 - 0.0039 *T + 0.00087 *P');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "    p[1] = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "    p[2] = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "    p[3] = sympify('fo + 3/4*yct*fo');\n",
-    "    p[4] = sympify('fa + 3/4*yct*fa');\n",
-    "    p[5] = sympify('jd + 3/4*yct*jd');\n",
-    "    p[6] = sympify('hm + 3/4*yct*hm');\n",
-    "    p[7] = sympify('ek + 3/4*yct*ek');\n",
-    "    p[8] = sympify('ti + 3/4*yct*ti');\n",
-    "    p[9] = sympify('kj + 3/4*yct*kj');\n",
-    "    p[10] = sympify('yct');\n",
-    "    p[11] = sympify('h2o + 3/4*yct*h2o');\n",
-    "    \n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    pq   = sympify('1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)');\n",
-    "    psl  = sympify('sl + 3/4*yct*sl + (-yct)');\n",
-    "    pwo  = sympify('wo + 3/4*yct*wo + (-yct)');\n",
-    "    pjd  = sympify('jd + 3/4*yct*jd');\n",
-    "    phm  = sympify('hm + 3/4*yct*hm');\n",
-    "    pek  = sympify('ek + 3/4*yct*ek');\n",
-    "    pti  = sympify('ti + 3/4*yct*ti');\n",
-    "    pkj  = sympify('kj + 3/4*yct*kj');\n",
-    "    pct  = sympify('yct');\n",
-    "    pol  = sympify('fo + fa + 3/4*yct*(fo + fa)');\n",
-    "    sumT = sympify('1 - h2o + (-3/4*yct)*h2o');\n",
-    "    mgM  = sympify('4*fo');\n",
-    "    feM  = sympify('4*fa');\n",
-    "    CaM  = sympify('wo');\n",
-    "    AlM  = sympify('sl');\n",
-    "    sumM = sympify('4*fo + 4*fa + sl + wo');\n",
-    "    xh   = sympify('h2o');\n",
-    "    xv   = sympify('1 - h2o');\n",
-    "\n",
-    "    sf = [pq, psl, pwo, pjd, phm, pek, pti, pkj, pct, pol, sumT, mgM, feM, CaM, AlM, sumM, xh, xv];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 9.5 - 0.10*P;\n",
-    "    W[1] = -10.3;\n",
-    "    W[2] = -26.5 - 3.12*P;\n",
-    "    W[3] = -12.0 - 0.55*P;\n",
-    "    W[4] = -15.1 - 0.13*P;\n",
-    "    W[5] = 20.0;\n",
-    "    W[6] = 0;\n",
-    "    W[7] = 24.6;\n",
-    "    W[8] = -17.8 - 0.05*P;\n",
-    "    W[9] = -14.6;\n",
-    "    W[10] = 17.8 - 0.61*P;\n",
-    "    W[11] = -26.5 + 0.85*P;\n",
-    "    W[12] = 2.2;\n",
-    "    W[13] = 2.5;\n",
-    "    W[14] = 16.8;\n",
-    "    W[15] = -5.0;\n",
-    "    W[16] = 0;\n",
-    "    W[17] = 15.2 - 0.04*P;\n",
-    "    W[18] = 7.0;\n",
-    "    W[19] = 4.0;\n",
-    "    W[20] = 23.7 - 0.94*P;\n",
-    "    W[21] = 25.5 + 0.11*P;\n",
-    "    W[22] = 14.0;\n",
-    "    W[23] = -1.2;\n",
-    "    W[24] = 0;\n",
-    "    W[25] = 0;\n",
-    "    W[26] = 18.0;\n",
-    "    W[27] = -1.1;\n",
-    "    W[28] = 9.5;\n",
-    "    W[29] = 40.3 - 0.86*P;\n",
-    "    W[30] = 18.0;\n",
-    "    W[31] = 1.5;\n",
-    "    W[32] = 0;\n",
-    "    W[33] = 0;\n",
-    "    W[34] = 7.5;\n",
-    "    W[35] = 3.0;\n",
-    "    W[36] = -5.6;\n",
-    "    W[37] = 9.4 - 1.58*P;\n",
-    "    W[38] = 7.5 - 0.05*P;\n",
-    "    W[39] = -30.0;\n",
-    "    W[40] = 0;\n",
-    "    W[41] = 6.7;\n",
-    "    W[42] = 10.0;\n",
-    "    W[43] = -6.5;\n",
-    "    W[44] = 9.2 - 1.58*P;\n",
-    "    W[45] = 10.0;\n",
-    "    W[46] = 0;\n",
-    "    W[47] = 16.5 + 0.14*P;\n",
-    "    W[48] = -5.9;\n",
-    "    W[49] = 7.6;\n",
-    "    W[50] = -8.3 - 0.06*P; \n",
-    "    W[51] = 0;\n",
-    "    W[52] = 0;\n",
-    "    W[53] = 10.0;\n",
-    "    W[54] = 0;\n",
-    "    W[55] = 60.0 - 0.66*P;\n",
-    "    W[56] = 0;\n",
-    "    W[57] = 0;\n",
-    "    W[58] = 0;\n",
-    "    W[59] = 30.0 - 0.66*P; \n",
-    "    W[60] = 9.0;\n",
-    "    W[61] = 0;\n",
-    "    W[62] = 30.0 - 0.60*P;\n",
-    "    W[63] = -5.6;\n",
-    "    W[64] = -0.1 + 0.22*P;\n",
-    "    W[65] = 17.3 + 0.05*P;\n",
-    "\n",
-    "    v[0] = 100.00;\n",
-    "    v[1] = 120.00;\n",
-    "    v[2] = 140.00;\n",
-    "    v[3] = 240.00;\n",
-    "    v[4] = 100.00;\n",
-    "    v[5] = 120.00;\n",
-    "    v[6] = 100.00;\n",
-    "    v[7] = 100.00;\n",
-    "    v[8] = 100.00;\n",
-    "    v[9] = 100.00;\n",
-    "    v[10] = 100.00;\n",
-    "    v[11] = 100.00;\n",
-    "\n",
-    "    idm[0]  =   sympify('xv**2*(sumT**-1)*pq');\n",
-    "    idm[1]  =   sympify('xv**2*(sumT**-1)*psl*AlM*sumM**-1');\n",
-    "    idm[2]  =   sympify('xv**2*(sumT**-1)*pwo*CaM*sumM**-1');\n",
-    "    idm[3]  =   sympify('xv**2*(sumT**-1)*pol*mgM**4*sumM**-4');\n",
-    "    idm[4]  =   sympify('xv**2*(sumT**-1)*pol*feM**4*sumM**-4');\n",
-    "    idm[5]  =   sympify('xv**2*(sumT**-1)*pjd');\n",
-    "    idm[6]  =   sympify('xv**2*(sumT**-1)*phm');\n",
-    "    idm[7]  =   sympify('xv**2*(sumT**-1)*pek');\n",
-    "    idm[8]  =   sympify('xv**2*(sumT**-1)*pti');\n",
-    "    idm[9]  =   sympify('xv**2*(sumT**-1)*pkj');\n",
-    "    idm[10] =   sympify('xv**2*(sumT**-1)*pct');\n",
-    "    idm[11] =   sympify('xh**2');\n",
-    "    \n",
-    "    sym_sf = ['pq', 'psl', 'pwo', 'pjd', 'phm', 'pek', 'pti', 'pkj', 'pct', 'pol', 'sumT', 'mgM', 'feM', 'CaM', 'AlM', 'sumM', 'xh', 'xv'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "    gbase[8]  = sympify('gb8');\n",
-    "    gbase[9]  = sympify('gb9');\n",
-    "    gbase[10] = sympify('gb10');\n",
-    "    gbase[11] = sympify('gb11');\n",
-    "\n",
-    "\n",
-    "    symb     = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','yct','h2o']\n",
-    "    \n",
-    "    in_var  = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','yct','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','x[10]','ln']\n",
-    "    in_sf = ['pq', 'psl', 'pwo', 'pjd', 'phm', 'pek', 'pti', 'pkj', 'pct', 'pol', 'sumT', 'mgM', 'feM', 'CaM', 'AlM', 'sumM', 'xh', 'xv'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]','sf[13]','sf[14]','sf[15]','sf[16]','sf[17]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def fl_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 11\n",
-    "\n",
-    "    W         = [0]*55\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.99;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # wo  range\n",
-    "    Range[1]  = [0,1]; # sl  range\n",
-    "    Range[2]  = [0,1]; # fo  range\n",
-    "    Range[3]  = [0,1]; # fa  range\n",
-    "    Range[4]  = [0,1]; # jd  range\n",
-    "    Range[5]  = [0,1]; # hm  range\n",
-    "    Range[6]  = [0,1]; # ek  range\n",
-    "    Range[7]  = [0,1]; # ti  range\n",
-    "    Range[8]  = [0,1]; # kj  range\n",
-    "    Range[9]  = [0,1]; # h2o range\n",
-    "    \n",
-    "    emname  = ['qfL','slfL','wofL','fofL','fafL','jdfL','hmfL','ekfL','tifL','kjfL','h2o']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('4* qL + 2.1 - 0.051* P');\n",
-    "    make[1] = sympify('silL + 6.72 - 0.313 *P');\n",
-    "    make[2] = sympify('woL + 0.22 - 0.12 *P');\n",
-    "    make[3] = sympify('2* foL + 8.59 - 0.136* P');\n",
-    "    make[4] = sympify('2 *faL + 13.56 - 0.052 *P');\n",
-    "    make[5] = sympify('abL - qL + 12.32 - 0.099 *P');\n",
-    "    make[6] = sympify('1/2 *hemL + 4.05 - 0.077 *P');\n",
-    "    make[7] = sympify('1/2 *eskL + 24.75 + 0.245 *P');\n",
-    "    make[8] = sympify('ruL + 5.6 - 0.489 *P');\n",
-    "    make[9] = sympify('kspL - qL + 12.88 - 0.227 *P');\n",
-    "    make[10] = sympify('H2O');\n",
-    "\n",
-    "    p[0] = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "    p[1] = sympify('sl');\n",
-    "    p[2] = sympify('wo');\n",
-    "    p[3] = sympify('fo');\n",
-    "    p[4] = sympify('fa');\n",
-    "    p[5] = sympify('jd');\n",
-    "    p[6] = sympify('hm');\n",
-    "    p[7] = sympify('ek');\n",
-    "    p[8] = sympify('ti');\n",
-    "    p[9] = sympify('kj');\n",
-    "    p[10] = sympify('h2o');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 0;\n",
-    "    W[1] = 0;\n",
-    "    W[2] = 0;\n",
-    "    W[3] = 0;\n",
-    "    W[4] = 0;\n",
-    "    W[5] = 0;\n",
-    "    W[6] = 0;\n",
-    "    W[7] = 0;\n",
-    "    W[8] = 0;\n",
-    "    W[9] = 59.0 - 0.82*P;\n",
-    "    W[10] = 0;\n",
-    "    W[11] = 0;\n",
-    "    W[12] = 0;\n",
-    "    W[13] = 0;\n",
-    "    W[14] = 0;\n",
-    "    W[15] = 0;\n",
-    "    W[16] = 0;\n",
-    "    W[17] = 0;\n",
-    "    W[18] = 57.6 - 0.80*P;\n",
-    "    W[19] = 0;\n",
-    "    W[20] = 0;\n",
-    "    W[21] = 0;\n",
-    "    W[22] = 0;\n",
-    "    W[23] = 0;\n",
-    "    W[24] = 0;\n",
-    "    W[25] = 0;\n",
-    "    W[26] = 72.2 - 0.67*P;\n",
-    "    W[27] = 0;\n",
-    "    W[28] = 0;\n",
-    "    W[29] = 0;\n",
-    "    W[30] = 0;\n",
-    "    W[31] = 0;\n",
-    "    W[32] = 0;\n",
-    "    W[33] = 71.7 - 1.10*P;\n",
-    "    W[34] = 0;\n",
-    "    W[35] = 0;\n",
-    "    W[36] = 0;\n",
-    "    W[37] = 0;\n",
-    "    W[38] = 0;\n",
-    "    W[39] = 71.7 - 1.10*P;\n",
-    "    W[40] = 0;\n",
-    "    W[41] = 0;\n",
-    "    W[42] = 0;\n",
-    "    W[43] = 0;\n",
-    "    W[44] = 57.0 - 0.79*P;\n",
-    "    W[45] = 0;\n",
-    "    W[46] = 0;\n",
-    "    W[47] = 0;\n",
-    "    W[48] = 73.0 - 0.66*P;\n",
-    "    W[49] = 0;\n",
-    "    W[50] = 0;\n",
-    "    W[51] = 73.0 - 0.66*P;\n",
-    "    W[52] = 0;\n",
-    "    W[53] = 75.0 - 0.67*P;\n",
-    "    W[54] = 44.9 - 1.19*P;\n",
-    "    v = 0.0;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    pq  = sympify('1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o');\n",
-    "    psl = sympify('sl');\n",
-    "    pwo = sympify('wo');\n",
-    "    pfo = sympify('fo');\n",
-    "    pfa = sympify('fa');\n",
-    "    pjd = sympify('jd');\n",
-    "    phm = sympify('hm');\n",
-    "    pek = sympify('ek');\n",
-    "    pti = sympify('ti');\n",
-    "    pkj = sympify('kj');\n",
-    "    ph2o= sympify('h2o');\n",
-    "    fac = sympify('1 - h2o');\n",
-    "\n",
-    "    sf = [pq, psl, pwo, pfo, pfa, pjd, phm, pek, pti, pkj, ph2o, fac];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0]  =   sympify('fac*pq');\n",
-    "    idm[1]  =   sympify('fac*psl');\n",
-    "    idm[2]  =   sympify('fac*pwo');\n",
-    "    idm[3]  =   sympify('fac*pfo');\n",
-    "    idm[4]  =   sympify('fac*pfa');\n",
-    "    idm[5]  =   sympify('fac*pjd');\n",
-    "    idm[6]  =   sympify('fac*phm');\n",
-    "    idm[7]  =   sympify('fac*pek');\n",
-    "    idm[8]  =   sympify('fac*pti');\n",
-    "    idm[9]  =   sympify('fac*pkj');\n",
-    "    idm[10] =  sympify('ph2o**2');\n",
-    "    \n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "    gbase[8]  = sympify('gb8');\n",
-    "    gbase[9]  = sympify('gb9');\n",
-    "    gbase[10] = sympify('gb10');\n",
-    "\n",
-    "\n",
-    "    symb     = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','h2o']\n",
-    "\n",
-    "    in_var  = ['wo','sl','fo','fa','jd','hm','ek','ti','kj','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','x[10]','ln']\n",
-    "    \n",
-    "    in_sf = ['pq', 'psl', 'pwo', 'pfo', 'pfa', 'pjd', 'phm', 'pek', 'pti', 'pkj', 'ph2o', 'fac'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]','sf[13]','sf[14]','sf[15]','sf[16]','sf[17]']\n",
-    "\n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def pl4T_ig():\n",
-    "    \n",
-    "    P        = symbols('P')\n",
-    "    T        = symbols('T')\n",
-    "    n_em     = 3 # 3 endmembers and 2 compositional variables\n",
-    "\n",
-    "    W        = [0]*3\n",
-    "    v        = [0]*3\n",
-    "    gbase    = [0]*n_em;\n",
-    "    p        = [0]*n_em;\n",
-    "    idm      = [0]*n_em;\n",
-    "    stp       = 0.124;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    IG[0]    = 0.8;\n",
-    "    IG[1]    = 0.03;\n",
-    "    \n",
-    "    # Validity bounds (need as many slack variables and Lagrange multiplier as there is range bounds)\n",
-    "    # Dim = n_emm - 1\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "  \n",
-    "    Range[0] = [0,1]; # ca range\n",
-    "    Range[1] = [0,1]; # k range\n",
-    "\n",
-    "    emname  = ['ab','an','san']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('ab');\n",
-    "    make[1] = sympify('an');\n",
-    "    make[2] = sympify('san');\n",
-    "    \n",
-    "    p[0]    = sympify('1 - k - ca');\n",
-    "    p[1]    = sympify('ca');\n",
-    "    p[2]    = sympify('k');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0]    = 14.6 - 0.00935*T - 0.04*P;\n",
-    "    W[1]    = 24.1 - 0.00957*T + 0.338*P;\n",
-    "    W[2]    = 48.5 - 0.13*P;\n",
-    "    v[0]    = 0.674;\n",
-    "    v[1]    = 0.55;\n",
-    "    v[2]    = 1.0;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xNaA  = sympify('1 - ca - k');\n",
-    "    xCaA  = sympify('ca');\n",
-    "    xKA   = sympify('k');\n",
-    "    xAlTB = sympify('1/4 + 1/4*ca');\n",
-    "    xSiTB = sympify('3/4 - 1/4*ca');\n",
-    "\n",
-    "    sf = [xNaA, xCaA, xKA, xAlTB, xSiTB];\n",
-    " \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "    idm[1] =   sympify('2.0*xCaA*xAlTB**(1/2)*xSiTB**(1/2)');\n",
-    "    idm[2] =   sympify('1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb     = ['ca','k']\n",
-    "    \n",
-    "    in_var  = ['ca','k','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    \n",
-    "    in_sf = ['xNaA', 'xCaA', 'xKA', 'xAlTB', 'xSiTB'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ol_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.09;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # c range\n",
-    "    Range[2]  = [0,1]; # Q range\n",
-    "\n",
-    "    emname    = ['mont','fa','fo','cfm']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mont');\n",
-    "    make[1]   = sympify('fa');\n",
-    "    make[2]   = sympify('fo');\n",
-    "    make[3]   = sympify('1/2 *fa + 1/2 *fo');\n",
-    " \n",
-    "    p[0] = sympify('c');\n",
-    "    p[1] = sympify('-q + x');\n",
-    "    p[2] = sympify('1 - c - q - x + c*x');\n",
-    "    p[3] = sympify('2*q + (-c)*x');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 24.;\n",
-    "    W[1] = 38.;\n",
-    "    W[2] = 24.;\n",
-    "    W[3] = 9.;\n",
-    "    W[4] = 4.5;\n",
-    "    W[5] = 4.5;    \n",
-    "    v    = 0.\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 + q - x');\n",
-    "    xFeM1 = sympify('-q + x');\n",
-    "    xMgM2 = sympify('1 - c - q - x + c*x');\n",
-    "    xFeM2 = sympify('q + x + (-c)*x');\n",
-    "    xCaM2 = sympify('c');\n",
-    "    \n",
-    "    idm2[0] =   xMgM1*xCaM2;\n",
-    "    idm2[1] =   xFeM1*xFeM2;\n",
-    "    idm2[2] =   xMgM1*xMgM2;\n",
-    "    idm2[3] =   xMgM1*xFeM2;\n",
-    "    \n",
-    "    sf    = [xMgM1, xFeM1, xMgM2, xFeM2, xCaM2];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgM1*xCaM2');\n",
-    "    idm[1] =   sympify('xFeM1*xFeM2');\n",
-    "    idm[2] =   sympify('xMgM1*xMgM2');\n",
-    "    idm[3] =   sympify('xMgM1*xFeM2');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    \n",
-    "    symb     = ['x','c','q']\n",
-    "\n",
-    "    in_var  = ['x','c','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "\n",
-    "    in_sf    = ['xMgM1', 'xFeM1', 'xMgM2', 'xFeM2', 'xCaM2'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def mu_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*6\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # y range\n",
-    "    Range[2]  = [0,1]; # f range\n",
-    "    Range[3]  = [0,1]; # n range\n",
-    "    Range[4]  = [0,1]; # c range\n",
-    "\n",
-    "    emname    = ['mu','cel','fcel','pa','mam','fmu']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mu');\n",
-    "    make[1]   = sympify('cel');\n",
-    "    make[2]   = sympify('fcel');\n",
-    "    make[3]   = sympify('pa');\n",
-    "    make[4]   = sympify('ma + 6.5');\n",
-    "    make[5]   = sympify('1/2 *andr - 1/2* gr + mu + 25');\n",
-    " \n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1. - x - y + x*y');\n",
-    "    p[2] = sympify('x + (-x)*y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0. + 0.20*P;\n",
-    "    W[1] = 0. + 0.20*P;\n",
-    "    W[2] = 10.12 + 0.0034*T + 0.353*P;\n",
-    "    W[3] = 35.0;\n",
-    "    W[4] = 0.;\n",
-    "    W[5] = 0.;\n",
-    "    W[6] = 45.0 + 0.25*P;\n",
-    "    W[7] = 50.0;\n",
-    "    W[8] = 0.;\n",
-    "    W[9] = 45.0 + 0.25*P;\n",
-    "    W[10] = 50.0;\n",
-    "    W[11] = 0.;\n",
-    "    W[12] = 15.0;\n",
-    "    W[13] = 30.0;\n",
-    "    W[14] = 35.0;\n",
-    "    v[0] = 0.63;\n",
-    "    v[1] = 0.63;\n",
-    "    v[2] = 0.63;\n",
-    "    v[3] = 0.37;\n",
-    "    v[4] = 0.63;\n",
-    "    v[5] = 0.63;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xKA     = sympify('1. - c - n');\n",
-    "    xNaA    = sympify('n');\n",
-    "    xCaA    = sympify('c');\n",
-    "    xMgM2A  = sympify('1. - x - y + x*y');\n",
-    "    xFeM2A  = sympify('x + (-x)*y');\n",
-    "    xAlM2A  = sympify('y');\n",
-    "    xAlM2B  = sympify('1. - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1   = sympify('1. - 1./2.*c - 1./2.*y');\n",
-    "    xAlT1   = sympify('1./2.*c + 1./2.*y'); \n",
-    "    \n",
-    "    sf      = [xKA, xNaA, xCaA, xMgM2A, xFeM2A, xAlM2A, xAlM2B, xFe3M2B, xSiT1, xAlT1];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = sympify('4*xKA*xAlM2A*xAlM2B*xSiT1*xAlT1');\n",
-    "    idm[1] = sympify('xKA*xMgM2A*xAlM2B*(xSiT1**2)');\n",
-    "    idm[2] = sympify('xKA*xFeM2A*xAlM2B*(xSiT1**2)');\n",
-    "    idm[3] = sympify('4*xNaA*xAlM2A*xAlM2B*xSiT1*xAlT1');\n",
-    "    idm[4] = sympify('xCaA*xAlM2A*xAlM2B*(xAlT1**2)');\n",
-    "    idm[5] = sympify('4*xKA*xAlM2A*xFe3M2B*xSiT1*xAlT1');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "\n",
-    "    symb     = ['x','y','f','n','c']\n",
-    "\n",
-    "    in_var  = ['x','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    in_sf   = ['xKA', 'xNaA', 'xCaA', 'xMgM2A', 'xFeM2A', 'xAlM2A', 'xAlM2B', 'xFe3M2B', 'xSiT1', 'xAlT1'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def bi_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.12;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # y range\n",
-    "    Range[2]  = [0,1]; # f range\n",
-    "    Range[3]  = [0,1]; # t range\n",
-    "    Range[4]  = [0,1]; # Q range\n",
-    "    \n",
-    "    emname  =['phl','annm','obi','east','tbi','fbi']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('phl');\n",
-    "    make[1] = sympify('ann - 6');\n",
-    "    make[2] = sympify('1/3 *ann + 2/3 *phl - 6');\n",
-    "    make[3] = sympify('east ');\n",
-    "    make[4] = sympify('- br + phl + ru + 55');\n",
-    "    make[5] = sympify('1/2 *andr + east - 1/2 *gr - 3');\n",
-    "\n",
-    "    p[0] = sympify('1.0 - f - t - x - y - 2.0/3.0*q + f*x + t*x + x*y');\n",
-    "    p[1] = sympify('-1/3*q + x');\n",
-    "    p[2] = sympify('q -f*x -t*x -x*y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('t');\n",
-    "    p[5] = sympify('f');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12.;\n",
-    "    W[1] = 4.;\n",
-    "    W[2] = 10.;\n",
-    "    W[3] = 30.;\n",
-    "    W[4] = 8.;\n",
-    "    W[5] = 8.;\n",
-    "    W[6] = 5.;\n",
-    "    W[7] = 32.;\n",
-    "    W[8] = 13.6;\n",
-    "    W[9] = 7.;\n",
-    "    W[10] = 24.;\n",
-    "    W[11] = 5.6;\n",
-    "    W[12] = 40.0;\n",
-    "    W[13] = 1.0;\n",
-    "    W[14] = 40.0;\n",
-    "    v = 0.;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM3 = sympify('1 - f - t - x - y - 2/3*q + f*x + t*x + x*y');\n",
-    "    xFeM3 = sympify('x + 2/3*q + (-f)*x + (-t)*x + (-x)*y');\n",
-    "    xFe3M3 = sympify('f');\n",
-    "    xTiM3 = sympify('t');\n",
-    "    xAlM3 = sympify('y');\n",
-    "    xMgM12 = sympify('1 + 1/3*q - x');\n",
-    "    xFeM12 = sympify('-1/3*q + x');\n",
-    "    xSiT = sympify('1/2 - 1/2*f - 1/2*y');\n",
-    "    xAlT = sympify('1/2 + 1/2*f + 1/2*y');\n",
-    "    xOHV = sympify('1 - t');\n",
-    "    xOV = sympify('t');\n",
-    "    \n",
-    "    sf  = [xMgM3, xFeM3, xFe3M3, xTiM3, xAlM3, xMgM12, xFeM12, xSiT, xAlT, xOHV, xOV];\n",
-    "     \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = sympify('4*xMgM3*xMgM12**2*xSiT*xAlT*xOHV**2');\n",
-    "    idm[1] = sympify('  4*xFeM3*xFeM12**2*xSiT*xAlT*xOHV**2');\n",
-    "    idm[2] = sympify('  4*xFeM3*xMgM12**2*xSiT*xAlT*xOHV**2');\n",
-    "    idm[3] = sympify('xAlM3*xMgM12**2*xAlT**2*xOHV**2');\n",
-    "    idm[4] = sympify('  4*xTiM3*xMgM12**2*xSiT*xAlT*xOV**2');\n",
-    "    idm[5] = sympify('xFe3M3*xMgM12**2*xAlT**2*xOHV**2');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "\n",
-    "    \n",
-    "    symb     = ['x','y','f','t','q']\n",
-    "\n",
-    "    in_var  = ['x','y','f','t','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf  = ['xMgM3', 'xFeM3', 'xFe3M3', 'xTiM3', 'xAlM3', 'xMgM12', 'xFeM12', 'xSiT', 'xAlT', 'xOHV', 'xOV']; \n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "    \n",
-    "    \n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def g_ig():\n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*6\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x  range\n",
-    "    Range[1]  = [0,1]; # c  range\n",
-    "    Range[2]  = [0,1]; # f  range\n",
-    "    Range[3]  = [0,1]; # cr range\n",
-    "    Range[4]  = [0,1]; # t  range\n",
-    "\n",
-    "\n",
-    "    emname    = ['py','alm','gr','andr','knom','tig']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('py');\n",
-    "    make[1]   = sympify('alm');\n",
-    "    make[2]   = sympify('gr');\n",
-    "    make[3]   = sympify('andr');\n",
-    "    make[4]   = sympify('knor + 18.2');\n",
-    "    make[5]   = sympify('py + 1/2 *e_per + 1/2 *ru - 1/2 *cor + 46.7 - 0.0173 *T');\n",
-    " \n",
-    "    \n",
-    "    p[0] = sympify('1 - c - cr - x - 4*t + c*x');\n",
-    "    p[1] = sympify('x + (-c)*x');\n",
-    "    p[2] = sympify('c - f');\n",
-    "    p[3] = sympify('f');\n",
-    "    p[4] = sympify('cr');\n",
-    "    p[5] = sympify('4*t');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 4.0 + 0.10*P;\n",
-    "    W[1] = 45.4 - 0.010*T + 0.04*P;\n",
-    "    W[2] = 107.0 - 0.010*T - 0.036*P;\n",
-    "    W[3] = 2.0;\n",
-    "    W[4] = 0;\n",
-    "    W[5] = 17.0 - 0.010*T + 0.10*P;\n",
-    "    W[6] = 65.0 - 0.010*T + 0.039*P;\n",
-    "    W[7] = 6.0 + 0.01*P;\n",
-    "    W[8] = 0;\n",
-    "    W[9] = 2.0;\n",
-    "    W[10] = 1.0 - 0.010*T + 0.18*P;\n",
-    "    W[11] = 0;\n",
-    "    W[12] = 63.0 - 0.010*T + 0.10*P;\n",
-    "    W[13] = 0;\n",
-    "    W[14] = 0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 2.50;\n",
-    "    v[3] = 2.50;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - c - x + c*x');\n",
-    "    xFeM1  = sympify('x + (-c)*x');\n",
-    "    xCaM1  = sympify('c');\n",
-    "    xAlM2  = sympify('1 - cr - f - 2*t');\n",
-    "    xCrM2  = sympify('cr');\n",
-    "    xFe3M2 = sympify('f');\n",
-    "    xMgM2  = sympify('t');\n",
-    "    xTiM2  = sympify('t');\n",
-    "\n",
-    "    sf    = [xMgM1, xFeM1, xCaM1, xAlM2, xCrM2, xFe3M2, xMgM2, xTiM2];      \n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgM1**3*xAlM2**2');\n",
-    "    idm[1] =   sympify('xFeM1**3*xAlM2**2');\n",
-    "    idm[2] =   sympify('xCaM1**3*xAlM2**2');\n",
-    "    idm[3] =   sympify('xCaM1**3*xFe3M2**2');\n",
-    "    idm[4] =   sympify('xMgM1**3*xCrM2**2');\n",
-    "    idm[5] = sympify('8*xMgM1**3*xAlM2*xMgM2**(1/2)*xTiM2**(1/2)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "\n",
-    "    symb     = ['x','c','f','cr','t']\n",
-    "    \n",
-    "    in_var  = ['x','cr','f','c','t','log']   \n",
-    "    out_var = ['x[0]','x[3]','x[2]','x[1]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf  = ['xMgM1', 'xFeM1', 'xCaM1', 'xAlM2', 'xCrM2', 'xFe3M2', 'xMgM2', 'xTiM2']; \n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "    \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ep_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.049;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];   # f range\n",
-    "    Range[1]  = [0,0.5]; # Q range\n",
-    "\n",
-    "    emname    = ['cz','ep','fep']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('cz');\n",
-    "    make[1]   = sympify('ep');\n",
-    "    make[2]   = sympify('fep');\n",
-    "\n",
-    "    p[0] = sympify('1 - f - q');\n",
-    "    p[1] = sympify('2*q');\n",
-    "    p[2] = sympify('f - q');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 1.;\n",
-    "    W[1] = 3.;\n",
-    "    W[2] = 1.;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeM1 = sympify('f - q');\n",
-    "    xAlM1 = sympify('1 - f + q');\n",
-    "    xFeM3 = sympify('f + q');\n",
-    "    xAlM3 = sympify('1 - f - q');\n",
-    " \n",
-    "    sf    = [xFeM1, xAlM1, xFeM3, xAlM3];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xAlM1*xAlM3');\n",
-    "    idm[1] =   sympify('xAlM1*xFeM3');\n",
-    "    idm[2] =   sympify('xFeM1*xFeM3');\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb     = ['f','q']\n",
-    "    \n",
-    "    in_var  = ['f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf    = ['xFeM1', 'xAlM1', 'xFeM3', 'xAlM3'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def cd_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.09;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [0,1]; # h range\n",
-    "\n",
-    "    emname    = ['crd','fcrd','hcrd']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('crd');\n",
-    "    make[1]   = sympify('fcrd');\n",
-    "    make[2]   = sympify('hcrd');\n",
-    "\n",
-    "    p[0] = sympify('1 - h - x');\n",
-    "    p[1] = sympify('x');\n",
-    "    p[2] = sympify('h');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 6.;\n",
-    "    W[1] = 0.;\n",
-    "    W[2] = 0.;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeX  = sympify('x');\n",
-    "    xMgX  = sympify('1 - x');\n",
-    "    xH2OH = sympify('h');\n",
-    "    xvH   = sympify('1 - h');\n",
-    "\n",
-    "    sf  = [xFeX, xMgX, xH2OH, xvH];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgX**2*xvH');\n",
-    "    idm[1] =   sympify('xFeX**2*xvH');\n",
-    "    idm[2] =   sympify('xMgX**2*xH2OH');\n",
-    "    \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb     = ['x','h']\n",
-    "\n",
-    "    in_var  = ['x','h','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf  = ['xFeX', 'xMgX', 'xH2OH', 'xvH'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def opx_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 9\n",
-    "    idm2 = []\n",
-    "\n",
-    "    W         = [0]*36\n",
-    "    v         = [0]*9\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # c range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [-1,1]; # Q range\n",
-    "    Range[4]  = [0,1];  # f range\n",
-    "    Range[5]  = [0,1];  # t range\n",
-    "    Range[6]  = [0,1];  # cr range\n",
-    "    Range[7]  = [0,1];  # j range\n",
-    "    \n",
-    "\n",
-    "    emname    = ['en','fs','fm','odi','mgts','cren','obuf','mess','ojd']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('en');\n",
-    "    make[1]   = sympify('fs');\n",
-    "    make[2]   = sympify('1/2 *en + 1/2 *fs - 6.6');\n",
-    "    make[3]   = sympify('di + 2.8 + 0.005* P');\n",
-    "    make[4]   = sympify('mgts');\n",
-    "    make[5]   = sympify('mgts + kos - jd - 25.9 + 0.0155* T + 0.05 *P');\n",
-    "    make[6]   = sympify('mgts + 1/2 *e_per + 1/2 *ru - 1/2 *cor - 5 - 0.0051 *T - 0.0061* P');\n",
-    "    make[7]   = sympify('mgts + acm - jd + 4.8 - 0.089 *P');\n",
-    "    make[8]   = sympify('jd + 18.8');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - c - j + q - x - y + (-j)*q + q*t + c*x + j*x + (-q)*y');\n",
-    "    p[1] = sympify('q + x + (-j)*q + q*t + (-j)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    p[2] = sympify('-2*q + 2*j*q + (-2*q)*t + (-c)*x + (-t)*x + 2*q*y + x*y');\n",
-    "    p[3] = sympify('c');\n",
-    "    p[4] = sympify('-cr - f + y - 2*t');\n",
-    "    p[5] = sympify('cr');\n",
-    "    p[6] = sympify('2*t');\n",
-    "    p[7] = sympify('f');\n",
-    "    p[8] = sympify('j');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 7.0;\n",
-    "    W[1] = 4.0;\n",
-    "    W[2] = 29.4;\n",
-    "    W[3] = 12.5 - 0.04*P;\n",
-    "    W[4] = 8.0;\n",
-    "    W[5] = 6.0;\n",
-    "    W[6] = 8.0;\n",
-    "    W[7] = 35.0;\n",
-    "    W[8] = 4.0;\n",
-    "    W[9] = 21.5 + 0.08*P;\n",
-    "    W[10] = 11.0 - 0.15*P;\n",
-    "    W[11] = 10.0;\n",
-    "    W[12] = 7.0;\n",
-    "    W[13] = 10.0;\n",
-    "    W[14] = 35.0;\n",
-    "    W[15] = 18.0 + 0.08*P;\n",
-    "    W[16] = 15.0 - 0.15*P;\n",
-    "    W[17] = 12.0;\n",
-    "    W[18] = 8.0;\n",
-    "    W[19] = 12.0;\n",
-    "    W[20] = 35.0;\n",
-    "    W[21] = 75.5 - 0.84*P;\n",
-    "    W[22] = 20.0;\n",
-    "    W[23] = 40.0;\n",
-    "    W[24] = 20.0;\n",
-    "    W[25] = 35.0;\n",
-    "    W[26] = 2.0;\n",
-    "    W[27] = 10.0;\n",
-    "    W[28] = 2.0;\n",
-    "    W[29] = 7.0;\n",
-    "    W[30] = 6.0;\n",
-    "    W[31] = 2.0;\n",
-    "    W[32] = -11.0;\n",
-    "    W[33] = 6.0;\n",
-    "    W[34] = 20.0;\n",
-    "    W[35] = -11.0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 1.00;\n",
-    "    v[3] = 1.20;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "    v[6] = 1.00;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 1.20;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - j - q + t - x - y + j*q + (-q)*t + j*x + (-t)*x + q*y + x*y');\n",
-    "    xFeM1  = sympify('q + x + (-j)*q + q*t + (-j)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    xAlM1  = sympify('-cr - f + j + y - 2*t');\n",
-    "    xFe3M1 = sympify('f');\n",
-    "    xCrM1  = sympify('cr');\n",
-    "    xTiM1  = sympify('t');\n",
-    "    xMgM2  = sympify('1 - c - j + q - x + (-j)*q + q*t + c*x + j*x + (-q)*y');\n",
-    "    xFeM2  = sympify('-q + x + j*q + (-q)*t + (-c)*x + (-j)*x + q*y');\n",
-    "    xCaM2  = sympify('c');\n",
-    "    xNaM2  = sympify('j');\n",
-    "    xSiT   = sympify('1 - 1/2*y');\n",
-    "    xAlT   = sympify('1/2*y');\n",
-    "\n",
-    "    sf   = [xMgM1, xFeM1, xAlM1, xFe3M1, xCrM1, xTiM1, xMgM2, xFeM2, xCaM2, xNaM2, xSiT, xAlT];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xMgM1*xMgM2*xSiT**(1/2)');\n",
-    "    idm[1] =   sympify('xFeM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[2] =   sympify('xMgM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[3] =   sympify('xMgM1*xCaM2*xSiT**(1/2)');\n",
-    "    idm[4] = sympify('1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[5] = sympify('1.4142*xCrM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[6] = sympify('2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[7] = sympify('1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[8] =   sympify('xAlM1*xNaM2*xSiT**(1/2)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "    gbase[8]  = sympify('gb8');\n",
-    "    \n",
-    "    in_var  = ['x','y','cr','q','f','t','c','j','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[6]','x[3]','x[4]','x[5]','x[2]','x[7]','ln']\n",
-    "    \n",
-    "    symb     = ['x','y','c','q','f','t','cr','j']\n",
-    "    in_sf   = ['xMgM1', 'xFeM1', 'xAlM1', 'xFe3M1', 'xCrM1', 'xTiM1', 'xMgM2', 'xFeM2', 'xCaM2', 'xNaM2', 'xSiT', 'xAlT'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def cpx_ig():\n",
-    "\n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 10\n",
-    "\n",
-    "    W         = [0]*45\n",
-    "    v         = [0]*10\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "# Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em); # declare range\n",
-    "    \n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # o range\n",
-    "    Range[3]  = [0,1]; # n range\n",
-    "    Range[4]  = [-1,1];  # Q range\n",
-    "    Range[5]  = [0,1];  # f range\n",
-    "    Range[6]  = [0,1];  # cr range\n",
-    "    Range[7]  = [0,1];  # t range\n",
-    "    Range[8]  = [0,1];  # k range\n",
-    "    emname  = ['di','cfs','cats','crdi','cess','cbuf','jd','cen','cfm','kjd']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('di');\n",
-    "    make[1] = sympify('fs + 2.1 - 0.002 *T + 0.045 *P');\n",
-    "    make[2] = sympify('cats');\n",
-    "    make[3] = sympify('d_cats + kos - jd - 4.9 ');\n",
-    "    make[4] = sympify('d_cats + acm - jd - 3.45');\n",
-    "    make[5] = sympify('d_cats + 1/2 *e_per + 1/2* ru - 1/2* cor - 16.2 - 0.0012* T - 0.005 *P');\n",
-    "    make[6] = sympify('jd');\n",
-    "    make[7] = sympify('en + 3.5 - 0.002 *T + 0.048 *P ');\n",
-    "    make[8] = sympify('1/2 *en + 1/2 *fs - 1.6 - 0.002 *T + 0.0465* P');\n",
-    "    make[9] = sympify('jd - abh + san + 11.7 + 0.6* P '); \n",
-    "    \n",
-    "    p[0] = sympify('1 - k - n - o - y');\n",
-    "    p[1] = sympify('q + x + (-k)*q + (-n)*q + q*t + (-k)*x + (-n)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    p[2] = sympify('-cr - f + y - 2*t');\n",
-    "    p[3] = sympify('cr');\n",
-    "    p[4] = sympify('f');\n",
-    "    p[5] = sympify('2*t');\n",
-    "    p[6] = sympify('n');\n",
-    "    p[7] = sympify('o + q + (-k)*q + (-n)*q + q*t + (-o)*x + (-q)*y');\n",
-    "    p[8] = sympify('-x - 2*q + 2*k*q + 2*n*q + (-2*q)*t + k*x + n*x + o*x + (-t)*x + 2*q*y + x*y');\n",
-    "    p[9] = sympify('k');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 25.8;\n",
-    "    W[1] = 13.0 - 0.06*P;\n",
-    "    W[2] = 8.0;\n",
-    "    W[3] = 8.0;\n",
-    "    W[4] = 8.0;\n",
-    "    W[5] = 26.0;\n",
-    "    W[6] = 29.8;\n",
-    "    W[7] = 20.6;\n",
-    "    W[8] = 26.0;\n",
-    "    \n",
-    "    W[9] = 25.0 - 0.10*P;\n",
-    "    W[10] = 38.3;\n",
-    "    W[11] = 43.3;\n",
-    "    W[12] = 24.0;\n",
-    "    W[13] = 24.0;\n",
-    "    W[14] = 2.3;\n",
-    "    W[15] = 3.5;\n",
-    "    W[16] = 24.0;\n",
-    "    \n",
-    "    W[17] = 2.0;\n",
-    "    W[18] = 2.0;\n",
-    "    W[19] = 6.0;\n",
-    "    W[20] = 6.0;\n",
-    "    W[21] = 45.2 - 0.35*P;\n",
-    "    W[22] = 27.0 - 0.10*P;\n",
-    "    W[23] = 6.0;\n",
-    "    \n",
-    "    W[24] = 2.0;\n",
-    "    W[25] = 6.0;\n",
-    "    W[26] = 3.0;\n",
-    "    W[27] = 52.3;\n",
-    "    W[28] = 40.3;\n",
-    "    W[29] = 3.0;\n",
-    "    \n",
-    "    W[30] = 6.0;\n",
-    "    W[31] = 3.0;\n",
-    "    W[32] = 57.3;\n",
-    "    W[33] = 45.3;\n",
-    "    W[34] = 3.0;\n",
-    "    \n",
-    "    W[35] = 16.0;\n",
-    "    W[36] = 24.0;\n",
-    "    W[37] = 22.0;\n",
-    "    W[38] = 16.0;\n",
-    "    \n",
-    "    W[39] = 40.0;\n",
-    "    W[40] = 40.0;\n",
-    "    W[41] = 28.0;\n",
-    "    \n",
-    "    W[42] = 4.0;\n",
-    "    W[43] = 40.0;\n",
-    "    W[44] = 40.0;\n",
-    "    v[0] = 1.20;\n",
-    "    v[1] = 1.00;\n",
-    "    v[2] = 1.90;\n",
-    "    v[3] = 1.90;\n",
-    "    v[4] = 1.90;\n",
-    "    v[5] = 1.90;\n",
-    "    v[6] = 1.20;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 1.00;\n",
-    "    v[9] = 1.20;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM1  = sympify('1 - k - n - q + t - x - y + k*q + n*q + (-q)*t + k*x + n*x + (-t)*x + q*y + x*y');\n",
-    "    xFeM1  = sympify('q + x + (-k)*q + (-n)*q + q*t + (-k)*x + (-n)*x + t*x + (-q)*y + (-x)*y');\n",
-    "    xAlM1  = sympify('-cr - f + k + n + y - 2*t');\n",
-    "    xFe3M1 = sympify('f');\n",
-    "    xCrM1  = sympify('cr');\n",
-    "    xTiM1  = sympify('t');\n",
-    "    xMgM2  = sympify('o + q + (-k)*q + (-n)*q + q*t + (-o)*x + (-q)*y');\n",
-    "    xFeM2  = sympify('-q + k*q + n*q + (-q)*t + o*x + q*y');\n",
-    "    xCaM2  = sympify('1 - k - n - o');\n",
-    "    xNaM2  = sympify('n');\n",
-    "    xKM2   = sympify('k');\n",
-    "    xSiT   = sympify('1 - 1/2*y');\n",
-    "    xAlT   = sympify('1/2*y');\n",
-    "\n",
-    "    sf   = [xMgM1, xFeM1, xAlM1, xFe3M1, xCrM1, xTiM1, xMgM2, xFeM2, xCaM2, xNaM2, xKM2, xSiT, xAlT];\n",
-    "    \n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] = sympify('xMgM1*xCaM2*xSiT**(1/2)');\n",
-    "    idm[1] = sympify('xFeM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[2] = sympify('1.4142*xAlM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[3] = sympify('1.4142*xCrM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[4] = sympify('1.4142*xFe3M1*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[5] = sympify('2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xCaM2*xSiT**(1/4)*xAlT**(1/4)');\n",
-    "    idm[6] = sympify('xAlM1*xNaM2*xSiT**(1/2)');\n",
-    "    idm[7] = sympify('xMgM1*xMgM2*xSiT**(1/2)');\n",
-    "    idm[8] = sympify('xMgM1*xFeM2*xSiT**(1/2)');\n",
-    "    idm[9] = sympify('xAlM1*xKM2*xSiT**(1/2)');\n",
-    " \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "    gbase[8]  = sympify('gb8');\n",
-    "    gbase[9]  = sympify('gb9');\n",
-    "\n",
-    "    symb     = ['x','y','o','n','q','f','cr','t','k']\n",
-    "\n",
-    "    in_var  = ['x','y','o','n','q','f','cr','t','k','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','ln']\n",
-    "    in_sf   = ['xMgM1', 'xFeM1', 'xAlM1', 'xFe3M1', 'xCrM1', 'xTiM1', 'xMgM2', 'xFeM2', 'xCaM2', 'xNaM2', 'xKM2', 'xSiT', 'xAlT'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def spn_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    \n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x  range\n",
-    "    Range[1]  = [0,1.]; # y  range\n",
-    "    Range[2]  = [0,1];  # c  range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [0,1]; # t  range\n",
-    "    Range[4]  = [-1,1];  # Q1 range\n",
-    "    Range[5]  = [-1,1];  # Q2 range\n",
-    "    Range[6]  = [-1,1];  # Q3 range\n",
-    "\n",
-    "    emname  = ['nsp','isp','nhc','ihc','nmt','imt','pcr','qndm']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('o_sp');\n",
-    "    make[1] = sympify('o_sp + 23.6 - 0.005763 *T');\n",
-    "    make[2] = sympify('o_herc');\n",
-    "    make[3] = sympify('o_herc + 23.6 - 0.005763 *T');\n",
-    "    make[4] = sympify('e_mt + 0 + 0.005763* T');\n",
-    "    make[5] = sympify('e_mt + 0.3');\n",
-    "    make[6] = sympify('picr');\n",
-    "    make[7] = sympify('qnd - 30');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1/3 - 1/3*x - c + 2/3*Q1 - 2/3*t + (-1/3*t)*x');\n",
-    "    p[1] = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*x + (-2/3*t)*x');\n",
-    "    p[2] = sympify('1/3*x - 1/3*y + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y');\n",
-    "    p[3] = sympify('-2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y');\n",
-    "    p[4] = sympify('1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y');\n",
-    "    p[5] = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    p[6] = sympify('c');\n",
-    "    p[7] = sympify('t');\n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = -8.2;\n",
-    "    W[1] = 3.5;\n",
-    "    W[2] = -13.0;\n",
-    "    W[3] = 43.2;\n",
-    "    W[4] = 49.1;\n",
-    "    W[5] = -5.0;\n",
-    "    W[6] = 22.5;\n",
-    "    W[7] = 4.4;\n",
-    "    W[8] = -6.0;\n",
-    "    W[9] = 36.8;\n",
-    "    W[10] = 20.0;\n",
-    "    W[11] = 14.0;\n",
-    "    W[12] = 21.5;\n",
-    "    W[13] = -8.2;\n",
-    "    W[14] = 18.1;\n",
-    "    W[15] = 49.0;\n",
-    "    W[16] = -19.0;\n",
-    "    W[17] = 35.1;\n",
-    "    W[18] = -4.0;\n",
-    "    W[19] = 7.6;\n",
-    "    W[20] = -11.0;\n",
-    "    W[21] = 9.0;\n",
-    "    W[22] = 18.1;\n",
-    "    W[23] = 11.9;\n",
-    "    W[24] = 62.2;\n",
-    "    W[25] = -6.4;\n",
-    "    W[26] = 24.3;\n",
-    "    W[27] = 60.0;\n",
-    "    v = 0.;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgT  = sympify('1/3 + 1/3*t - 1/3*x + 2/3*Q1 + (-1/3*t)*x');\n",
-    "    xFeT  = sympify('1/3*x + 2/3*Q2 + 1/3*t*x');\n",
-    "    xAlT  = sympify('2/3 - 1/3*t - 2/3*Q1 - 2/3*Q2 - 2/3*Q3 - 2/3*y + 2/3*c*y + 2/3*t*y');\n",
-    "    xFe3T = sympify('2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    xMgM  = sympify('1/3 - 1/3*Q1 + 1/3*t - 1/3*x + (-1/3*t)*x');\n",
-    "    xFeM  = sympify('-1/3*Q2 + 1/3*x + 1/3*t*x');\n",
-    "    xAlM  = sympify('2/3 + 1/3*Q1 + 1/3*Q2 + 1/3*Q3 - c - 2/3*y - 5/6*t + 2/3*c*y + 2/3*t*y');\n",
-    "    xFe3M = sympify('-1/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y');\n",
-    "    xCrM  = sympify('c');\n",
-    "    xTiM  = sympify('1/2*t');\n",
-    "\n",
-    "    sf   = [xMgT, xFeT, xAlT, xFe3T, xMgM, xFeM, xAlM, xFe3M, xCrM, xTiM];\n",
-    "\n",
-    "    idm[0] = sympify('  xMgT*xAlM');\n",
-    "    idm[1] = sympify('2*xAlT*xMgM**(.5)*xAlM**(.5)');\n",
-    "    idm[2] = sympify('  xFeT*xAlM');\n",
-    "    idm[3] = sympify('2*xAlT*xFeM**(.5)*xAlM**(.5)');\n",
-    "    idm[4] = sympify('  xFeT*xFe3M');\n",
-    "    idm[5] = sympify('2*xFe3T*xFeM**(.5)*xFe3M**(.5)');\n",
-    "    idm[6] = sympify('  xMgT*xCrM');\n",
-    "    idm[7] = sympify('2*xMgT*xMgM**(.5)*xTiM**(.5)');\n",
-    "      \n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "\n",
-    "    symb     = ['x','y','c','t','Q1','Q2','Q3']\n",
-    "\n",
-    "    in_var  = ['x','y','c','t','Q1','Q2','Q3','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "    in_sf   = ['xMgT', 'xFeT', 'xAlT', 'xFe3T', 'xMgM', 'xFeM', 'xAlM', 'xFe3M', 'xCrM', 'xTiM'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    " \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def hb_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps_hb = symbols('eps')\n",
-    "    n_em = 11\n",
-    "\n",
-    "    W         = [0]*55\n",
-    "    v         = [0]*11\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];  # x range\n",
-    "    Range[1]  = [0,2];  # y range\n",
-    "    Range[2]  = [0,1];  # z range         # Range(3,:) = [ 0 0.5], Boris correction commented\n",
-    "    Range[3]  = [0,1];  # a range\n",
-    "    Range[4]  = [0,1];  # k range\n",
-    "    Range[5]  = [0,1];  # c range\n",
-    "    Range[6]  = [0,1];  # f range\n",
-    "    Range[7]  = [0,1];  # t range\n",
-    "    Range[8]  = [-1,1]; # Q1 range\n",
-    "    Range[9]  = [-1,1]; # Q2 range\n",
-    "\n",
-    "    emname  = ['tr','tsm','prgm','glm','cumm','grnm','a','b','mrb','kprg','tts']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('tr');\n",
-    "    make[1] = sympify('ts+10');\n",
-    "    make[2] = sympify('parg - 10');\n",
-    "    make[3] = sympify('gl - 3');\n",
-    "    make[4] = sympify('cumm');\n",
-    "    make[5] = sympify('grun - 3');\n",
-    "    make[6] = sympify('3/7 *cumm + 4/7 *grun - 11.2');\n",
-    "    make[7] = sympify('2/7 *cumm + 5/7 *grun - 13.8');\n",
-    "    make[8] = sympify('gl - gr + andr');\n",
-    "    make[9] = sympify('mu - pa + parg - 7.06 + 0.02 *T');\n",
-    "    make[10] = sympify('- 2 *dsp + 2 *ru + ts + 95');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-1/2*a + c - f - t - y + z');\n",
-    "    p[1] = sympify('-1/2*a + f + y - z');\n",
-    "    p[2] = sympify('a + (-a)*k');\n",
-    "    p[3] = sympify('-f + z');\n",
-    "    p[4] = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z');\n",
-    "    p[5] = sympify('x - 2*Q2 - 5/2*Q1 + 2*f*Q2 + 2*Q2*t + c*x + (-f)*x + (-t)*x + 2*Q2*y + (-x)*y + x*z');\n",
-    "    p[6] = sympify('Q2 + 5/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "    p[7] = sympify('2*Q2 + 3/2*Q1 + (-2*f)*Q2 + (-2*Q2)*t + (-c)*x + f*x + t*x + (-2*Q2)*y + x*y + (-x)*z');\n",
-    "    p[8] = sympify('f');\n",
-    "    p[9] = sympify('a*k');\n",
-    "    p[10] = sympify('t'); \n",
-    "\n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 20.0;\n",
-    "    W[1] = 25.0;\n",
-    "    W[2] = 65.0;\n",
-    "    W[3] = 45.0;\n",
-    "    W[4] = 75.0;\n",
-    "    W[5] = 57.0;\n",
-    "    W[6] = 63.0;\n",
-    "    W[7] = 52.0;\n",
-    "    W[8] = 30.0;\n",
-    "    W[9] = 85.0;\n",
-    "    W[10] = -40.0;\n",
-    "    W[11] = 25.0;\n",
-    "    W[12] = 70.0;\n",
-    "    W[13] = 80.0;\n",
-    "    W[14] = 70.0;\n",
-    "    W[15] = 72.5;\n",
-    "    W[16] = 20.0;\n",
-    "    W[17] = -40.0;\n",
-    "    W[18] = 35.0;\n",
-    "    W[19] = 50.0;\n",
-    "    W[20] = 90.0;\n",
-    "    W[21] = 106.7;\n",
-    "    W[22] = 94.8;\n",
-    "    W[23] = 94.8;\n",
-    "    W[24] = 40.0;\n",
-    "    W[25] = 8.0;\n",
-    "    W[26] = 15.0;\n",
-    "    W[27] = 100.0;\n",
-    "    W[28] = 113.5;\n",
-    "    W[29] = 100.0;\n",
-    "    W[30] = 111.2;\n",
-    "    W[31] = 0.0;\n",
-    "    W[32] = 54.0;\n",
-    "    W[33] = 75.0;\n",
-    "    W[34] = 33.0;\n",
-    "    W[35] = 18.0;\n",
-    "    W[36] = 23.0;\n",
-    "    W[37] = 80.0;\n",
-    "    W[38] = 87.0;\n",
-    "    W[39] = 100.0;\n",
-    "    W[40] = 12.0;\n",
-    "    W[41] = 8.0;\n",
-    "    W[42] = 91.0;\n",
-    "    W[43] = 96.0;\n",
-    "    W[44] = 65.0;\n",
-    "    W[45] = 20.0;\n",
-    "    W[46] = 80.0;\n",
-    "    W[47] = 94.0;\n",
-    "    W[48] = 95.0;\n",
-    "    W[49] = 90.0;\n",
-    "    W[50] = 94.0;\n",
-    "    W[51] = 95.0;\n",
-    "    W[52] = 50.0;\n",
-    "    W[53] = 50.0;\n",
-    "    W[54] = 35.0;\n",
-    "    v[0] = 1.00;\n",
-    "    v[1] = 1.50;\n",
-    "    v[2] = 1.70;\n",
-    "    v[3] = 0.80;\n",
-    "    v[4] = 1.00;\n",
-    "    v[5] = 1.00;\n",
-    "    v[6] = 1.00;\n",
-    "    v[7] = 1.00;\n",
-    "    v[8] = 0.80;\n",
-    "    v[9] = 1.70;\n",
-    "    v[10] = 1.50;\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xvA     = sympify('1 - a');\n",
-    "    xNaA    = sympify('a + (-a)*k');\n",
-    "    xKA     = sympify('a*k');\n",
-    "    xMgM13  = sympify('1 + Q1 - x');\n",
-    "    xFeM13  = sympify('-Q1 + x');\n",
-    "    xMgM2   = sympify('1 - f + Q2 - t - x - y + (-f)*Q2 + (-Q2)*t + f*x + t*x + (-Q2)*y + x*y');\n",
-    "    xFeM2   = sympify('-Q2 + x + f*Q2 + Q2*t + (-f)*x + (-t)*x + Q2*y + (-x)*y');\n",
-    "    xAlM2   = sympify('y');\n",
-    "    xFe3M2  = sympify('f');\n",
-    "    xTiM2   = sympify('t');\n",
-    "    xCaM4   = sympify('c');\n",
-    "    xMgM4   = sympify('1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2 *t + c*x + Q2*y + x*z');\n",
-    "    xFeM4   = sympify('Q2 + x + 3/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z');\n",
-    "    xNaM4   = sympify('z');\n",
-    "    xSiT1   = sympify('1 - 1/2*f - 1/2*t - 1/2*y + 1/2*z - 1/4*a');\n",
-    "    xAlT1   = sympify('1/2*f + 1/2*t + 1/2*y - 1/2*z + 1/4*a');\n",
-    "    xOHV    = sympify('1 - t');\n",
-    "    xOV     = sympify('t');\n",
-    "    \n",
-    "    sf  = [xvA, xNaA, xKA, xMgM13, xFeM13, xMgM2, xFeM2, xAlM2, xFe3M2, xTiM2, xCaM4, xMgM4, xFeM4, xNaM4, xSiT1, xAlT1, xOHV, xOV];\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xvA*xMgM13**3*xMgM2**2*xCaM4**2*xSiT1*xOHV**2');\n",
-    "    idm[1] = sympify('2*xvA*xMgM13**3*xAlM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2');\n",
-    "    idm[2] = sympify('8*xNaA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2');\n",
-    "    idm[3] =   sympify('xvA*xMgM13**3*xAlM2**2*xNaM4**2*xSiT1*xOHV**2');\n",
-    "    idm[4] =   sympify('xvA*xMgM13**3*xMgM2**2*xMgM4**2*xSiT1*xOHV**2');\n",
-    "    idm[5] =   sympify('xvA*xFeM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2');\n",
-    "    idm[6] =   sympify('xvA*xMgM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2');\n",
-    "    idm[7] =   sympify('xvA*xFeM13**3*xMgM2**2*xFeM4**2*xSiT1*xOHV**2');\n",
-    "    idm[8] =   sympify('xvA*xMgM13**3*xFe3M2**2*xNaM4**2*xSiT1*xOHV**2');\n",
-    "    idm[9] = sympify('8*xKA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2');\n",
-    "    idm[10] = sympify('2*xvA*xMgM13**3*xTiM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOV**2');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "    gbase[8]  = sympify('gb8');\n",
-    "    gbase[9]  = sympify('gb9');\n",
-    "    gbase[10] = sympify('gb10');\n",
-    "   \n",
-    "    symb     = ['x','y','z','a','k','c','f','t','Q1','Q2']\n",
-    "\n",
-    "    in_var  = ['x','y','z','a','k','c','f','t','Q1','Q2','log']  \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','x[7]','x[8]','x[9]','ln']\n",
-    "    in_sf  = ['xvA', 'xNaA', 'xKA', 'xMgM13', 'xFeM13', 'xMgM2', 'xFeM2', 'xAlM2', 'xFe3M2', 'xTiM2', 'xCaM4', 'xMgM4', 'xFeM4', 'xNaM4', 'xSiT1', 'xAlT1', 'xOHV', 'xOV'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]','sf[13]','sf[14]','sf[15]','sf[16]','sf[17]']\n",
-    " \n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ilm_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.049;\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [-0.99,0.99]; # Q range\n",
-    "  \n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('d_ilm');\n",
-    "    make[1] = sympify('d_ilm');\n",
-    "    make[2] = sympify('d_hem');\n",
-    "\n",
-    "\n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('x - q');\n",
-    "    p[2] = sympify('1 - x');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 15.6;\n",
-    "    W[1] = 26.6;\n",
-    "    W[2] = 11.0;    \n",
-    "    v = 0.0; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFe2A = sympify('1/2*x + 1/2*q');\n",
-    "    xTiA  = sympify('1/2*x - 1/2*q');\n",
-    "    xFe3A = sympify('1 - x');\n",
-    "    xFe2B = sympify('1/2*x - 1/2*q');\n",
-    "    xTiB  = sympify('1/2*x + 1/2*q');\n",
-    "    xFe3B = sympify('1 - x');\n",
-    "\n",
-    "    sf    = [xFe2A, xTiA, xFe3A, xFe2B, xTiB, xFe3B];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xFe2A*xTiB');\n",
-    "    idm[1] =   sympify('4.*xFe2A**(0.5)*xTiA**(0.5)*xFe2B**(0.5)*xTiB**(0.5)');\n",
-    "    idm[2] =   sympify('xFe3A*xFe3B');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb     = ['x','q']\n",
-    "\n",
-    "    in_var  = ['x','q','log']  \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xFe2A', 'xTiA', 'xFe3A', 'xFe2B', 'xTiB', 'xFe3B']; \n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make\n",
-    "\n",
-    "def ilm_TJBH_2019_ig():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.049;\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1]; # x range\n",
-    "    Range[1]  = [-0.99,0.99]; # Q range\n",
-    "    \n",
-    "    emname  = ['oilm','dilm','dhem']\n",
-    "    make    = [0]*n_em;\n",
-    "    make[0] = sympify('o_ilm');\n",
-    "    make[1] = sympify('d_ilm + 1.9928 - 0.0021 *T');\n",
-    "    make[2] = sympify('e_hem');\n",
-    "\n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('i - q');\n",
-    "    p[2] = sympify('1 - i');\n",
-    "    \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 7.05;\n",
-    "    W[1] = 14.3;\n",
-    "    W[2] = 7.25;    \n",
-    "    v = 0.; \n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeA  = sympify('1/2*i + 1/2*q');\n",
-    "    xTiA  = sympify('1/2*i - 1/2*q');\n",
-    "    xFe3A = sympify('1 - i');\n",
-    "    xFeB  = sympify('1/2*i - 1/2*q');\n",
-    "    xTiB  = sympify('1/2*i + 1/2*q');\n",
-    "    xFe3B = sympify('1 - i');\n",
-    "\n",
-    "    sf    = [xFeA, xTiA, xFe3A, xFeB, xTiB, xFe3B];\n",
-    "\n",
-    "    #     Ideal mixing parameters\n",
-    "    idm[0] =   sympify('xFeA**(0.5)*xTiB**(0.5)');\n",
-    "    idm[1] =   sympify('2.*xFeA**(0.25)*xTiA**(0.25)*xFeB**(0.25)*xTiB**(0.25)');\n",
-    "    idm[2] =   sympify('xFe3A**(0.5)*xFe3B**(0.5)');\n",
-    "\n",
-    "    #     Gbase must be initiated as define below, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb     = ['i','q']\n",
-    "\n",
-    "    in_var  = ['i','q','log']  \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf    = ['xFeA', 'xTiA', 'xFe3A', 'xFeB', 'xTiB', 'xFe3B'];\n",
-    "    out_sf = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "\n",
-    "    return symb, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 110,
-   "metadata": {
-    "code_folding": [
-     2,
-     136,
-     212,
-     336,
-     438,
-     511,
-     626,
-     741,
-     869,
-     966,
-     1048,
-     1143,
-     1282,
-     1447,
-     1543
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# ss database metapelite _mp n=16\n",
-    "\n",
-    "def liq_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    Range[5]  = [0,1];\n",
-    "    Range[6]  = [0,1];\n",
-    "\n",
-    "    emname    = ['q4L','abL','kspL','anL','slL','fo2L','fa2L','h2oL']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('4.0 *qL')\n",
-    "    make[1]   = sympify('abL')\n",
-    "    make[2]   = sympify('kspL')\n",
-    "    make[3]   = sympify('anL')\n",
-    "    make[4]   = sympify('8/5* silL - 23')\n",
-    "    make[5]   = sympify('2 *foL - 10')\n",
-    "    make[6]   = sympify('2 *faL - 9 - 1.3* P')\n",
-    "    make[7]   = sympify('h2oL')\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('fsp*na');\n",
-    "    p[2] = sympify('fsp*(1 - na)');\n",
-    "    p[3] = sympify('an');\n",
-    "    p[4] = sympify('1 - q - fsp - an - ol - h2o');\n",
-    "    p[5] = sympify('ol*(1 - xc)');\n",
-    "    p[6] = sympify('ol*xc');\n",
-    "    p[7] = sympify('h2o');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    fac  = sympify('1 - h2o');\n",
-    "    pq   = sympify('q');\n",
-    "    xab  = sympify('fsp*na');\n",
-    "    xksp = sympify('fsp*(1 - na)');\n",
-    "    pan  = sympify('an');\n",
-    "    psil = sympify('1 - q - fsp - an - ol - h2o');\n",
-    "    pol  = sympify('ol');\n",
-    "    xFe  = sympify('xc');\n",
-    "    xMg  = sympify('1 - xc');\n",
-    "    ph2o = sympify('h2o');\n",
-    "\n",
-    "    sf = [fac,pq,xab,xksp,pan,psil,pol,xFe,xMg,ph2o];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12. - 0.4*P\n",
-    "    W[1] = -2. - 0.5*P\n",
-    "    W[2] = 5.\n",
-    "    W[3] = 12.\n",
-    "    W[4] = 12. - 0.4*P\n",
-    "    W[5] = 14.\n",
-    "    W[6] = 17. - 0.5*P\n",
-    "    W[7] = -6. + 3.*P\n",
-    "    W[8] = 0.\n",
-    "    W[9] = 12.\n",
-    "    W[10] = 10.\n",
-    "    W[11] = 2.\n",
-    "    W[12] = -1.5 - 0.3*P\n",
-    "    W[13] = 0. - 1.*P\n",
-    "    W[14] = 12.\n",
-    "    W[15] = 12.\n",
-    "    W[16] = 12.\n",
-    "    W[17] = 9.5 - 0.3*P\n",
-    "    W[18] = 0.\n",
-    "    W[19] = 0.\n",
-    "    W[20] = 0.\n",
-    "    W[21] = 7.5 - 0.5*P\n",
-    "    W[22] = 12.\n",
-    "    W[23] = 12.\n",
-    "    W[24] = 11.\n",
-    "    W[25] = 18.\n",
-    "    W[26] = 11 - 0.5*P\n",
-    "    W[27] = 12.\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0]  =   sympify('fac*pq');\n",
-    "    idm[1]  =   sympify('fac*xab');\n",
-    "    idm[2]  =   sympify('fac*xksp');\n",
-    "    idm[3]  =   sympify('fac*pan');\n",
-    "    idm[4]  =   sympify('fac*psil');\n",
-    "    idm[5]  =   sympify('fac*pol*xMg**5');\n",
-    "    idm[6]  =   sympify('fac*pol*xFe**5');\n",
-    "    idm[7]  =   sympify('ph2o**2');\n",
-    "\n",
-    "    sym_sf = ['fac', 'pq', 'xab', 'xksp', 'pan', 'psil', 'pol', 'xFe', 'xMg', 'ph2o'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "\n",
-    "    symb    = ['q','fsp','na','an','ol','xc','h2o']\n",
-    "    \n",
-    "    cv[0] = 'q   = p0';\n",
-    "    cv[1] = 'an  = p3';\n",
-    "    cv[2] = 'h2o = p7';\n",
-    "    cv[3] = 'fsp = p1 + p2';\n",
-    "    cv[4] = 'na  = p1/fsp';\n",
-    "    cv[5] = 'ol  = 1.0 - q - fsp - an - h2o - p4';\n",
-    "    cv[6] = 'xc   = p6/ol';\n",
-    "\n",
-    "    \n",
-    "    in_var  = ['q','fsp','na','an','ol','xc','h2o','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "    in_sf   = ['fac', 'pq', 'xab', 'xksp', 'pan', 'psil', 'pol', 'xFe', 'xMg', 'ph2o'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def pl4tr_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*3\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.049;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['ab','an','san']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('ab')\n",
-    "    make[1]   = sympify('an')\n",
-    "    make[2]   = sympify('san')\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1-k-ca');\n",
-    "    p[1] = sympify('ca');\n",
-    "    p[2] = sympify('k');\n",
-    "\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xNaA = sympify('1 - ca - k');\n",
-    "    xCaA =sympify(' ca');\n",
-    "    xKA = sympify('k');\n",
-    "    xAlTB = sympify('1/4 + 1/4*ca');\n",
-    "    xSiTB = sympify('3/4 - 1/4*ca');\n",
-    "    \n",
-    "    sf = [xNaA,xCaA,xKA,xAlTB,xSiTB];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 14.6 - 0.00935*T - 0.04*P\n",
-    "    W[1] = 24.1 - 0.00957*T + 0.338*P\n",
-    "    W[2] = 48.5 - 0.13*P\n",
-    "    v[0] = 0.674\n",
-    "    v[1] = 0.55\n",
-    "    v[2] = 1.0\n",
-    "    \n",
-    "    idm[0]  =   sympify('1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "    idm[1]  =   sympify('2*xCaA*xAlTB**(1/2)*xSiTB**(1/2)');\n",
-    "    idm[2]  =   sympify('1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)');\n",
-    "\n",
-    "    sym_sf = ['xNaA','xCaA','xKA','xAlTB','xSiTB'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb    = ['ca','k']\n",
-    "    \n",
-    "    cv[0] = 'k   = p2';\n",
-    "    cv[1] = 'ca  = p1';\n",
-    "\n",
-    "    in_var  = ['ca','k','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xNaA','xCaA','xKA','xAlTB','xSiTB'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def bi_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 7\n",
-    "\n",
-    "    W         = [0]*21\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    Range[5]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['phl','annm','obi','east','tbi','fbi','mmbi']\n",
-    "    make      = [0]*n_em \n",
-    "    make[0]   = sympify('phl');\n",
-    "    make[1]   = sympify('ann - 3');\n",
-    "    make[2]   = sympify('1/3* ann + 2/3 *phl - 3');\n",
-    "    make[3]   = sympify('east');\n",
-    "    make[4]   = sympify('phl - br + ru + 55');\n",
-    "    make[5]   = sympify('east - 1/2* gr + 1/2* andr - 3');\n",
-    "    make[6]   = sympify('mnbi - 7.89');\n",
-    "\n",
-    "    p[0] = sympify('1 - f - m - t - xc - y - 2/3*q + f*xc + 3*m*xc + t*xc + xc*y');\n",
-    "    p[1] = sympify('-1/3*q + xc');\n",
-    "    p[2] = sympify('q + (-f)*xc + (-3*m)*xc + (-t)*xc + (-xc)*y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('t');\n",
-    "    p[5] = sympify('f');\n",
-    "    p[6] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgM3  = sympify(' 1 - f - m - t - xc - y - 2/3*q + f*xc + 3*m*xc + t*xc + xc*y');\n",
-    "    xMnM3  = sympify('m');\n",
-    "    xFeM3  = sympify('xc + 2/3*q + (-f)*xc + (-3*m)*xc + (-t)*xc + (-xc)*y');\n",
-    "    xFe3M3 = sympify('f');\n",
-    "    xTiM3  = sympify('t');\n",
-    "    xAlM3  = sympify('y');\n",
-    "    xMgM12 = sympify('1 + 1/3*q - m - xc');\n",
-    "    xMnM12 = sympify('m');\n",
-    "    xFeM12 = sympify('-1/3*q + xc');\n",
-    "    xSiT   = sympify('1/2 - 1/2*f - 1/2*y');\n",
-    "    xAlT   = sympify('1/2 + 1/2*f + 1/2*y');\n",
-    "    xOHV   = sympify('1 - t');\n",
-    "    xOV    = sympify('t');\n",
-    "\n",
-    "    sf = [xMgM3,xMnM3,xFeM3,xFe3M3,xTiM3,xAlM3,xMgM12,xMnM12,xFeM12,xSiT,xAlT,xOHV,xOV];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 12\n",
-    "    W[1] = 4\n",
-    "    W[2] = 10\n",
-    "    W[3] = 30\n",
-    "    W[4] = 8\n",
-    "    W[5] = 9\n",
-    "    W[6] = 8\n",
-    "    W[7] = 15\n",
-    "    W[8] = 32\n",
-    "    W[9] = 13.6\n",
-    "    W[10] = 6.3\n",
-    "    W[11] = 7\n",
-    "    W[12] = 24\n",
-    "    W[13] = 5.6\n",
-    "    W[14] = 8.1\n",
-    "    W[15] = 40\n",
-    "    W[16] = 1\n",
-    "    W[17] = 13\n",
-    "    W[18] = 40\n",
-    "    W[19] = 30\n",
-    "    W[20] = 11.6\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('4*xMgM3 *xMgM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "    idm[1] = sympify('4*xFeM3 *xFeM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "    idm[2] = sympify('4*xFeM3 *xMgM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "    idm[3] = sympify('xAlM3 *xMgM12**2 *xAlT**2 *xOHV**2');\n",
-    "    idm[4] = sympify('4*xTiM3 *xMgM12**2 *xSiT *xAlT *xOV**2');\n",
-    "    idm[5] = sympify('xFe3M3 *xMgM12**2 *xAlT**2 *xOHV**2');\n",
-    "    idm[6] = sympify('4*xMnM3 *xMnM12**2 *xSiT *xAlT *xOHV**2');\n",
-    "\n",
-    "\n",
-    "    sym_sf = ['xMgM3','xMnM3','xFeM3','xFe3M3','xTiM3','xAlM3','xMgM12','xMnM12','xFeM12','xSiT','xAlT','xOHV','xOV'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "\n",
-    "    symb    = ['xc','m','y','f','t','q']\n",
-    "    \n",
-    "    cv[0]   = 'm  = p6';\n",
-    "    cv[1]   = 'f  = p5';\n",
-    "    cv[2]   = 't  = p4';\n",
-    "    cv[3]   = 'y  = p3';\n",
-    "    cv[4]   = 'q  = 3.0*(-f*p1 + f - 3.0*m*p1 + m + p0 - p1*t - p1*y + p1 + t + y - 1.0)/(f + 3.0*m + t + y - 3.0)';\n",
-    "    cv[5]   = 'xc  = (-p2 + q)/(f + 3.0*m + t + y)';\n",
-    "      \n",
-    "    in_var  = ['xc','m','y','f','t','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgM3','xMnM3','xFeM3','xFe3M3','xTiM3','xAlM3','xMgM12','xMnM12','xFeM12','xSiT','xAlT','xOHV','xOV'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]','sf[12]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def g_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1]; \n",
-    "    \n",
-    "    emname    = ['py','alm','spss','gr','kho']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('py')\n",
-    "    make[1]   = sympify('alm')\n",
-    "    make[2]   = sympify('spss')\n",
-    "    make[3]   = sympify('gr')\n",
-    "    make[4]   = sympify('py - gr + andr + 27')\n",
-    "    \n",
-    "    \n",
-    "    p[0] = sympify('1 - f - m - xc - z + m*xc + xc*z');\n",
-    "    p[1] = sympify('xc + (-m) *xc + (-xc) *z');\n",
-    "    p[2] = sympify('m');\n",
-    "    p[3] = sympify('z');\n",
-    "    p[4] = sympify('f');\n",
-    "\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgX = sympify('1 - m - xc - z + m*xc + xc*z');\n",
-    "    xFeX = sympify('xc + (-m) *xc + (-xc) *z');\n",
-    "    xMnX = sympify('m');\n",
-    "    xCaX = sympify('z');\n",
-    "    xAlY = sympify('1 - f');\n",
-    "    xFe3Y = sympify('f');\n",
-    "\n",
-    "    sf = [xMgX,xFeX,xMnX,xCaX,xAlY,xFe3Y];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0]  = 2.5\n",
-    "    W[1] = 2.0\n",
-    "    W[2] = 31.0\n",
-    "    W[3] = 5.4\n",
-    "    W[4] = 2.0\n",
-    "    W[5] = 5.0\n",
-    "    W[6] = 22.6\n",
-    "    W[7] = 0.0\n",
-    "    W[8] = 29.4\n",
-    "    W[9] = -15.3\n",
-    "    \n",
-    "    v[0] = 1.0\n",
-    "    v[1] = 1.0\n",
-    "    v[2] = 1.0\n",
-    "    v[3] = 2.7\n",
-    "    v[4] = 1.0\n",
-    "\n",
-    "    \n",
-    "    idm[0] = sympify('xMgX**3 *xAlY**2');\n",
-    "    idm[1] = sympify('xFeX**3 *xAlY**2');\n",
-    "    idm[2] = sympify('xMnX**3 *xAlY**2');\n",
-    "    idm[3] = sympify('xCaX**3 *xAlY**2');\n",
-    "    idm[4] = sympify('xMgX**3 *xFe3Y**2');\n",
-    "\n",
-    "\n",
-    "    sym_sf = ['xMgX','xFeX','xMnX','xCaX','xAlY','xFe3Y'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "\n",
-    "    symb    = ['xc','z','m','f']\n",
-    "    \n",
-    "    cv[0]   = 'f   =  p4';\n",
-    "    cv[1]   = 'z   =  p3';\n",
-    "    cv[2]   = 'm   =  p2';\n",
-    "    cv[3]   = 'xc  =  p1/(1.0 - m - z)';\n",
-    "\n",
-    "    in_var  = ['xc','z','m','f','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgX','xFeX','xMnX','xCaX','xAlY','xFe3Y'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ep_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*3\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.049;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,0.5];\n",
-    "    \n",
-    "    emname    = ['cz','ep','fep']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('cz')\n",
-    "    make[1]   = sympify('ep')\n",
-    "    make[2]   = sympify('fep')\n",
-    "\n",
-    "\n",
-    "    p[0] = sympify(' 1 - f - q');\n",
-    "    p[1] = sympify(' 2*q');\n",
-    "    p[2] = sympify(' f - q');\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xFeM1 = sympify('f - q');\n",
-    "    xAlM1 = sympify('1 - f + q');\n",
-    "    xFeM3 = sympify('f + q');\n",
-    "    xAlM3 = sympify('1 - f - q');\n",
-    "    \n",
-    "    sf = [xFeM1,xAlM1,xFeM3,xAlM3];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 1\n",
-    "    W[1] = 3\n",
-    "    W[2] = 1\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('xAlM1 *xAlM3');\n",
-    "    idm[1] = sympify('xAlM1 *xFeM3');\n",
-    "    idm[2] = sympify('xFeM1 *xFeM3');\n",
-    "\n",
-    "    sym_sf = ['xFeM1','xAlM1','xFeM3','xAlM3'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb    = ['f','q']\n",
-    "    \n",
-    "    cv[0]   = 'q   =  p1/2.0';\n",
-    "    cv[1]   = 'f   =  p2 + q';\n",
-    "    \n",
-    "    in_var  = ['f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xFeM1','xAlM1','xFeM3','xAlM3'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ma_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['mut','celt','fcelt','pat','ma','fmu']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mu + 1')\n",
-    "    make[1]   = sympify('cel + 5')\n",
-    "    make[2]   = sympify('fcel + 5')\n",
-    "    make[3]   = sympify('pa + 4')\n",
-    "    make[4]   = sympify('ma')\n",
-    "    make[5]   = sympify('mu - 1/2 *gr + 1/2 *andr + 25')\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1 - xc - y + xc *y');\n",
-    "    p[2] = sympify('xc + (-xc) *y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xKA     = sympify('1 - c - n');\n",
-    "    xNaA    = sympify(' n');\n",
-    "    xCaA    = sympify('c');\n",
-    "    xMgM2A  = sympify('1 - xc - y + xc *y');\n",
-    "    xFeM2A  = sympify('xc + (-xc) *y');\n",
-    "    xAlM2A  = sympify('y');\n",
-    "    xAlM2B  = sympify('1 - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1   = sympify('1 - 1/2 *c - 1/2 *y');\n",
-    "    xAlT1   = sympify('1/2 *c + 1/2 *y');\n",
-    "\n",
-    "    sf = [xKA,xNaA,xCaA,xMgM2A,xFeM2A,xAlM2A,xAlM2B,xFe3M2B,xSiT1,xAlT1];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0 + 0.2 *P\n",
-    "    W[1] = 0 + 0.2 *P\n",
-    "    W[2] = 10.12 + 0.0034 *T + 0.353 *P\n",
-    "    W[3] = 34\n",
-    "    W[4] = 0\n",
-    "    W[5] = 0\n",
-    "    W[6] = 45 + 0.25 *P\n",
-    "    W[7] = 50\n",
-    "    W[8] = 0\n",
-    "    W[9] = 45 + 0.25 *P\n",
-    "    W[10] = 50\n",
-    "    W[11] = 0\n",
-    "    W[12] = 18\n",
-    "    W[13] = 30\n",
-    "    W[14] = 35\n",
-    "\n",
-    "    v[0] = 0.63\n",
-    "    v[1] = 0.63\n",
-    "    v[2] = 0.63\n",
-    "    v[3] = 0.37\n",
-    "    v[4] = 0.63\n",
-    "    v[5] = 0.63\n",
-    "\n",
-    "    idm[0]  = sympify('4*xKA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[1]  = sympify('xKA *xMgM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[2]  = sympify('xKA *xFeM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[3]  = sympify('4*xNaA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[4]  = sympify('xCaA *xAlM2A *xAlM2B *xAlT1**2');\n",
-    "    idm[5]  = sympify('4*xKA *xAlM2A *xFe3M2B *xSiT1 *xAlT1');\n",
-    "\n",
-    "    sym_sf = ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "\n",
-    "    symb    = ['xc','y','f','n','c']\n",
-    "    \n",
-    "    cv[0]   = 'f  = p5';\n",
-    "    cv[1]   = 'c  = p4';\n",
-    "    cv[2]   = 'n  = p3';\n",
-    "    cv[3]   = 'y  = p0 + c + n + f';\n",
-    "    cv[4]   = 'xc = p2/(1.0-y)';\n",
-    "      \n",
-    "    in_var  = ['xc','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb,cv,  p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def mu_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 6\n",
-    "\n",
-    "    W         = [0]*15\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "   \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['mut','cel','fcel','pat','ma','fmu']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mu')\n",
-    "    make[1]   = sympify('cel')\n",
-    "    make[2]   = sympify('fcel')\n",
-    "    make[3]   = sympify('pa')\n",
-    "    make[4]   = sympify('ma + 5')\n",
-    "    make[5]   = sympify('1/2 *andr - 1/2 *gr + mu + 25')\n",
-    "\n",
-    "    p[0] = sympify('-c - f - n + y');\n",
-    "    p[1] = sympify('1 - xc - y + xc *y');\n",
-    "    p[2] = sympify('xc + (-xc) *y');\n",
-    "    p[3] = sympify('n');\n",
-    "    p[4] = sympify('c');\n",
-    "    p[5] = sympify('f');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xKA = sympify('1 - c - n');\n",
-    "    xNaA =sympify(' n');\n",
-    "    xCaA = sympify('c');\n",
-    "    xMgM2A = sympify('1 - xc - y + xc* y');\n",
-    "    xFeM2A = sympify('xc + (-xc) *y');\n",
-    "    xAlM2A = sympify('y');\n",
-    "    xAlM2B = sympify('1 - f');\n",
-    "    xFe3M2B = sympify('f');\n",
-    "    xSiT1 = sympify('1 - 1/2 *c - 1/2 *y');\n",
-    "    xAlT1 = sympify('1/2 *c + 1/2 *y');\n",
-    "\n",
-    "\n",
-    "    sf = [xKA,xNaA,xCaA,xMgM2A,xFeM2A,xAlM2A,xAlM2B,xFe3M2B,xSiT1,xAlT1];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 0 + 0.2 *P\n",
-    "    W[1] = 0 + 0.2 *P\n",
-    "    W[2] = 10.12 + 0.0034 *T + 0.353 *P\n",
-    "    W[3] = 35\n",
-    "    W[4] = 0\n",
-    "    W[5] = 0\n",
-    "    W[6] = 45 + 0.25 *P\n",
-    "    W[7] = 50\n",
-    "    W[8] = 0\n",
-    "    W[9] = 45 + 0.25 *P\n",
-    "    W[10] = 50\n",
-    "    W[11] = 0\n",
-    "    W[12] = 15\n",
-    "    W[13] = 30\n",
-    "    W[14] = 35\n",
-    "\n",
-    "    v[0] = 0.63\n",
-    "    v[1] = 0.63\n",
-    "    v[2] = 0.63\n",
-    "    v[3] = 0.37\n",
-    "    v[4] = 0.63\n",
-    "    v[5] = 0.63\n",
-    "\n",
-    "    idm[0]  = sympify('4*xKA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[1]  = sympify('xKA *xMgM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[2]  = sympify('xKA *xFeM2A *xAlM2B *xSiT1**2');\n",
-    "    idm[3]  = sympify('4*xNaA *xAlM2A *xAlM2B *xSiT1 *xAlT1');\n",
-    "    idm[4]  = sympify('xCaA *xAlM2A *xAlM2B *xAlT1**2');\n",
-    "    idm[5]  = sympify('4*xKA *xAlM2A *xFe3M2B *xSiT1 *xAlT1');\n",
-    "\n",
-    "    sym_sf = ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "\n",
-    "    symb    = ['xc','y','f','n','c']\n",
-    "    \n",
-    "    cv[0]   = 'f  = p5';\n",
-    "    cv[1]   = 'c  = p4';\n",
-    "    cv[2]   = 'n  = p3';\n",
-    "    cv[3]   = 'y  = p0 + c + n + f';\n",
-    "    cv[4]   = 'xc = p2/(1.0-y)';\n",
-    "      \n",
-    "    in_var  = ['xc','y','f','n','c','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xKA','xNaA','xCaA','xMgM2A','xFeM2A','xAlM2A','xAlM2B','xFe3M2B','xSiT1','xAlT1'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def opx_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 7\n",
-    "\n",
-    "    W         = [0]*21\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "        \n",
-    "    # Validity bounds\n",
-    "    Range     = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,2]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [0,1];\n",
-    "    Range[5]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['en','fs','fm','mgts','fopx','mnopx','odi']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('en')\n",
-    "    make[1]   = sympify('fs')\n",
-    "    make[2]   = sympify('1/2 *en + 1/2 *fs - 6.6')\n",
-    "    make[3]   = sympify('mgts')\n",
-    "    make[4]   = sympify('mgts - 1/2* gr + 1/2 *andr + 2')\n",
-    "    make[5]   = sympify('2* pxmn + 6.68')\n",
-    "    make[6]   = sympify('di - 0.1 + 0.000211 *T + 0.005 *P')\n",
-    "\n",
-    "    p[0] = sympify('1 - 1/2* q - c - f - m - xc - y + 1/2 *c* q + 1/2 *m *q + c* xc + m *xc');\n",
-    "    p[1] = sympify('-1/2* q + xc + 1/2 *c* q + 1/2* m *q + (-f)* xc + (-m)* xc + (-xc) *y');\n",
-    "    p[2] = sympify('q + (-c) *q + (-m) *q + (-c) *xc + f* xc + xc* y');\n",
-    "    p[3] = sympify('y');\n",
-    "    p[4] = sympify('f');\n",
-    "    p[5] = sympify('m');\n",
-    "    p[6] = sympify('c');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 + 1/2 *q - f - m - xc - y + (-1/2 *c) *q + (-1/2 *m)* q + f *xc + m*xc + xc *y');\n",
-    "    xFeM1 = sympify('-1/2* q + xc + 1/2* c *q + 1/2* m *q + (-f)* xc + (-m)* xc + (-xc)*y');\n",
-    "    xMnM1 = sympify('m');\n",
-    "    xFe3M1= sympify('f');\n",
-    "    xAlM1 = sympify('y');\n",
-    "    xMgM2 = sympify('1 - 1/2 *q - c - m - xc + 1/2 *c* q + 1/2 *m *q + c* xc + m*xc');\n",
-    "    xFeM2 = sympify('1/2*q + xc + (-1/2 *c) *q + (-1/2 *m)* q + (-c) *xc + (-m)*xc');\n",
-    "    xMnM2 = sympify('m');\n",
-    "    xCaM2 = sympify('c');\n",
-    "    xSiT  = sympify('1 - 1/2* f - 1/2 *y');\n",
-    "    xAlT  = sympify('1/2 *f + 1/2* y');\n",
-    "    sf    = [xMgM1,xFeM1,xMnM1,xFe3M1,xAlM1,xMgM2,xFeM2,xMnM2,xCaM2,xAlT,xSiT];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 0;\n",
-    "\n",
-    "    W[0] = 7.\n",
-    "    W[1] = 4.\n",
-    "    W[2] = 13. - 0.15 *P\n",
-    "    W[3] = 11. - 0.15* P\n",
-    "    W[4] = 5.\n",
-    "    W[5] = 32.2 + 0.12 *P\n",
-    "    W[6] = 4.\n",
-    "    W[7] = 13. - 0.15 *P\n",
-    "    W[8] = 11.6 - 0.15 *P\n",
-    "    W[9] = 4.2\n",
-    "    W[10] = 25.54 + 0.084* P\n",
-    "    W[11] = 17. - 0.15* P\n",
-    "    W[12] = 15. - 0.15 *P\n",
-    "    W[13] = 5.1\n",
-    "    W[14] = 22.54 + 0.084 *P\n",
-    "    W[15] = 1.\n",
-    "    W[16] = 12. - 0.15 *P\n",
-    "    W[17] = 75.4 - 0.94 *P\n",
-    "    W[18] = 10.6 - 0.15 *P\n",
-    "    W[19] = 73.4 - 0.94 *P\n",
-    "    W[20] = 24.54 + 0.084* P\n",
-    "\n",
-    "    v[0] = 1.\n",
-    "    v[1] = 1.\n",
-    "    v[2] = 1.\n",
-    "    v[3] = 1.\n",
-    "    v[4] = 1.\n",
-    "    v[5] = 1.\n",
-    "    v[6] = 1.2\n",
-    "\n",
-    "    idm[0] = sympify('xMgM1 *xMgM2 *xSiT**(1/2)');\n",
-    "    idm[1] = sympify('xFeM1 *xFeM2 *xSiT**(1/2)');\n",
-    "    idm[2] = sympify('xMgM1 *xFeM2 *xSiT**(1/2)');\n",
-    "    idm[3] = sympify('1.4142 *xAlM1 *xMgM2 *xAlT**(1/4) *xSiT**(1/4)');\n",
-    "    idm[4] = sympify('1.4142 *xFe3M1 *xMgM2* xAlT**(1/4) *xSiT**(1/4)');\n",
-    "    idm[5] = sympify('xMnM1 *xMnM2 *xSiT**(1/2)');\n",
-    "    idm[6] = sympify('xMgM1 *xCaM2 *xSiT**(1/2)');\n",
-    "\n",
-    "    sym_sf = ['xMgM1','xFeM1','xMnM1','xFe3M1','xAlM1','xMgM2','xFeM2','xMnM2','xCaM2','xAlT','xSiT'];\n",
-    "  \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    \n",
-    "    symb    = ['xc','m','y','f','c','q']\n",
-    "    \n",
-    "    cv[0]   = 'c  = p6';\n",
-    "    cv[1]   = 'm  = p5';\n",
-    "    cv[2]   = 'f  = p4';\n",
-    "    cv[3]   = 'y  = p3';\n",
-    "    cv[4]   = 'xc = (-2.0*p1 - p2)/(c + f + 2.0*m + y - 2.0)';\n",
-    "    cv[5]   = 'q  = 2.0*(pow(c, 2) + 2.0*c*f + 3.0*c*m + c*p0 + 2.0*c*p1 + c*p2 + 2.0*c*y - 3.0*c + pow(f, 2) + 3.0*f*m + f*p0 + 2.0*f*y - 3.0*f + 2.0*pow(m, 2) + 2.0*m*p0 + 2.0*m*p1 + m*p2 + 3.0*m*y - 4.0*m + p0*y - 2.0*p0 - 2.0*p1 - p2 + pow(y, 2) - 3.0*y + 2.0)/(pow(c, 2) + c*f + 3.0*c*m + c*y - 3.0*c + f*m - f + 2.0*pow(m, 2) + m*y - 4.0*m - y + 2.0)';\n",
-    "      \n",
-    "    in_var  = ['xc','m','y','f','c','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgM1','xFeM1','xMnM1','xFe3M1','xAlM1','xMgM2','xFeM2','xMnM2','xCaM2','xAlT','xSiT'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def sa_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [-1,1];\n",
-    "    \n",
-    "    emname    = ['spr4','spr5','fspm','spro','ospr']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('spr4');\n",
-    "    make[1]   = sympify('spr5');\n",
-    "    make[2]   = sympify('fspr - 2');\n",
-    "    make[3]   = sympify('3/4 *fspr + 1/4 *spr4 - 3.5');\n",
-    "    make[4]   = sympify('1/2 *andr - 1/2 *gr + spr5 - 16');\n",
-    "    \n",
-    "    p[0] = sympify('1 - 1/4 *q - f - xc - y');\n",
-    "    p[1] = sympify('y');\n",
-    "    p[2] = sympify('xc - 3/4* q + (-f) *xc + (-xc)* y');\n",
-    "    p[3] = sympify('q + f *xc + xc *y');\n",
-    "    p[4] = sympify('f');\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgM3   = sympify('1 - f - xc - y + 3/4 *q + f *xc + xc *y');\n",
-    "    xFeM3   = sympify('xc - 3/4* q + (-f)* xc + (-xc)* y');\n",
-    "    xFe3M3  = sympify('f');\n",
-    "    xAlM3   = sympify('y');\n",
-    "    xMgM456 = sympify('1 - 1/4* q - xc');\n",
-    "    xFeM456 = sympify('1/4 *q + xc');\n",
-    "    xSiT    = sympify('1 - f - y');\n",
-    "    xAlT    = sympify('f + y');\n",
-    "\n",
-    "\n",
-    "    sf = [xMgM3,xFeM3,xFe3M3,xAlM3,xMgM456,xFeM456,xSiT,xAlT];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 10 - 0.02 *P\n",
-    "    W[1] = 16\n",
-    "    W[2] = 12\n",
-    "    W[3] = 8 - 0.02 *P\n",
-    "    W[4] = 19 - 0.02 *P\n",
-    "    W[5] = 22 - 0.02 *P\n",
-    "    W[6] = 1\n",
-    "    W[7] = 4\n",
-    "    W[8] = 17.6 - 0.02 *P\n",
-    "    W[9] = 20 - 0.02 *P\n",
-    "\n",
-    "    v = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xMgM3 *xMgM456**3 *xSiT');\n",
-    "    idm[1] = sympify('xAlM3 *xMgM456**3 *xAlT');\n",
-    "    idm[2] = sympify('xFeM3 *xFeM456**3 *xSiT');\n",
-    "    idm[3] = sympify('xMgM3 *xFeM456**3 *xSiT');\n",
-    "    idm[4] = sympify('xFe3M3 *xMgM456**3 *xAlT');\n",
-    "\n",
-    "    sym_sf = ['xMgM3','xFeM3','xFe3M3','xAlM3','xMgM456','xFeM456','xSiT','xAlT'];\n",
-    "  \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "\n",
-    "    symb    = ['xc','y','f','q']\n",
-    "    \n",
-    "    cv[0]   = 'f  = p4';\n",
-    "    cv[1]   = 'y  = p1';\n",
-    "    cv[2]   = 'xc = (4.0*f + 4.0*p0 + p3 + 4.0*y - 4.0)/(f + y - 4.0)';\n",
-    "    cv[3]   = 'q  = 1.3333333333333333*(-4.0*pow(f, 2) - 4.0*f*p0 - f*p2 - f*p3 - 8.0*f*y + 8.0*f - 4.0*p0*y + 4.0*p0 - p2*y + 4.0*p2 - p3*y + p3 - 4.0*pow(y, 2) + 8.0*y - 4.0)/(f + y - 4.0)';\n",
-    "     \n",
-    "    in_var  = ['xc','y','f','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   =  ['xMgM3','xFeM3','xFe3M3','xAlM3','xMgM456','xFeM456','xSiT','xAlT'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def cd_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range     = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['crd','fcrd','hcrd','mncd']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('crd');\n",
-    "    make[1]   = sympify('fcrd');\n",
-    "    make[2]   = sympify('hcrd');\n",
-    "    make[3]   = sympify('e_mncrd - 4.21');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('1 - h - m - xc + m* xc');\n",
-    "    p[1] = sympify('xc + (-m) *xc');\n",
-    "    p[2] = sympify('h');\n",
-    "    p[3] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xFeX  = sympify('xc');\n",
-    "    xMgX  = sympify('1 - xc');\n",
-    "    xMnX  = sympify('m');\n",
-    "    xH2OH = sympify('h');\n",
-    "    xvH   = sympify('1 - h');\n",
-    "    \n",
-    "    sf = [xFeX,xMgX,xMnX,xH2OH,xvH];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 8\n",
-    "    W[1] = 0\n",
-    "    W[2] = 6\n",
-    "    W[3] = 9\n",
-    "    W[4] = 7\n",
-    "    W[5] = 6\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('xMgX**2 *xvH');\n",
-    "    idm[1] = sympify('xFeX**2 *xvH');\n",
-    "    idm[2] = sympify('xMgX**2 *xH2OH');\n",
-    "    idm[3] = sympify('xMnX**2 *xvH');\n",
-    "    \n",
-    "    sym_sf = ['xFeX','xMgX','xMnX','xH2OH','xvH'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    \n",
-    "    symb    = ['xc','m','h']\n",
-    "\n",
-    "    cv[0]   = 'm  = p3';\n",
-    "    cv[1]   = 'h  = p2';\n",
-    "    cv[2]   = 'xc = p1/(1.0 - m)';\n",
-    "\n",
-    "    in_var  = ['xc','m','h','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "    in_sf   = ['xFeX','xMgX','xMnX','xH2OH','xvH'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def st_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1]; \n",
-    "    \n",
-    "    emname    = ['mstm','fst','mnstm','msto','mstt']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mst - 8.0');\n",
-    "    make[1]   = sympify('fst');\n",
-    "    make[2]   = sympify('mnst - 0.19');\n",
-    "    make[3]   = sympify('mst - gr + andr + 9.0');\n",
-    "    make[4]   = sympify('mst - cor + 3/2 *ru + 13.0');\n",
-    "    \n",
-    "    p[0] = sympify('1.0 - f - m - xc - 4.0/3.0* t + m *xc');\n",
-    "    p[1] = sympify('xc + (-m)* xc');\n",
-    "    p[2] = sympify('m');\n",
-    "    p[3] = sympify('f');\n",
-    "    p[4] = sympify('4.0/3.0* t');\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xMgX = sympify('1.0 - m - xc + m *xc');\n",
-    "    xFeX = sympify('xc + (-m)* xc');\n",
-    "    xMnX = sympify('m');\n",
-    "    xAlY = sympify('1.0 - f - 4.0/3.0* t');\n",
-    "    xFe3Y= sympify('f');\n",
-    "    xTiY = sympify('t');\n",
-    "    xvY  = sympify('1.0/3.0 *t');\n",
-    "\n",
-    "    sf    = [xMgX,xFeX,xMnX,xAlY,xFe3Y,xTiY,xvY];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 16.0\n",
-    "    W[1] = 12.0\n",
-    "    W[2] = 2.0\n",
-    "    W[3] = 20.0\n",
-    "    W[4] = 8.0\n",
-    "    W[5] = 18.0\n",
-    "    W[6] = 36.0\n",
-    "    W[7] = 14.0\n",
-    "    W[8] = 32.0\n",
-    "    W[9] = 30.0\n",
-    "    v    = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xMgX**4.0 *xAlY**2.0');\n",
-    "    idm[1] = sympify('xFeX**4.0 *xAlY**2.0');\n",
-    "    idm[2] = sympify('xMnX**4.0 *xAlY**2.0');\n",
-    "    idm[3] = sympify('xMgX**4.0* xFe3Y**2.0');\n",
-    "    idm[4] = sympify('3.0792 *xMgX**4.0 *xTiY**(3.0/2.0) *xvY**(1.0/2.0)');\n",
-    "\n",
-    "    sym_sf = ['xMgX','xFeX','xMnX','xAlY','xFe3Y','xTiY','xvY'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    \n",
-    "    symb    = ['xc','m','f','t']\n",
-    "    \n",
-    "    cv[0]   = 't  = p4/(4.0/3.0)';\n",
-    "    cv[1]   = 'f  = p3';\n",
-    "    cv[2]   = 'm  = p2';\n",
-    "    cv[3]   = 'xc = p1/(1.0 - m)';\n",
-    "\n",
-    "    in_var  = ['xc','m','f','t','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   = ['xMgX','xFeX','xMnX','xAlY','xFe3Y','xTiY','xvY'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def chl_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 8\n",
-    "\n",
-    "    W         = [0]*28\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.249;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [0,1];\n",
-    "    Range[4]  = [-1,1];\n",
-    "    Range[5]  = [-1,1];\n",
-    "    Range[6]  = [-1,1];\n",
-    "    \n",
-    "    emname    = ['clin','afchl','ames','daph','ochl1','ochl4','f3clin','mmchl']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('clin');\n",
-    "    make[1]   = sympify('afchl');\n",
-    "    make[2]   = sympify('ames');\n",
-    "    make[3]   = sympify('daph');\n",
-    "    make[4]   = sympify('afchl - clin + daph + 3.0');\n",
-    "    make[5]   = sympify('afchl - 1.0/5.0 *clin + 1/5* daph + 2.4');\n",
-    "    make[6]   = sympify('clin - 1.0/2.0* gr + 1.0/2.0 *andr + 2.0');\n",
-    "    make[7]   = sympify('mnchl - 5.67');\n",
-    "\n",
-    "    \n",
-    "    p[0] = sympify('-1/4 *q1 - m + 2*qal - 5/4 *q4 + 1/4 *m *q1 + 5/4* f *q4 + (-1/4 *q1)* qal + 5/4 *q4 *qal + (-f) *xc + m* xc + (-qal)* xc + 1/4 *q1 *y + 5/4* q4* y + (-xc)* y');\n",
-    "    p[1] = sympify('1 - f - qal - y - 2*xc + 5/4 *q1 + 9/4 *q4 + (-5/4 *m)* q1 + (-9/4* f) *q4 + 5/4 *q1* qal + (-9/4 *q4)* qal + 2*f* xc + qal* xc + (-5/4* q1) *y + (-9/4 *q4)* y + 3*xc *y');\n",
-    "    p[2] = sympify('-qal + y');\n",
-    "    p[3] = sympify('1/4 *q1 + 5/4 *q4 + (-1/4 *m) *q1 + (-5/4* f) *q4 + 1/4* q1* qal + (-5/4 *q4)* qal + f* xc + (-m)* xc + qal* xc + (-1/4* q1)* y + (-5/4 *q4)* y + xc *y');\n",
-    "    p[4] = sympify('-q4 + xc + f *q4 + q4 *qal + (-f) *xc + (-qal)* xc + q4 *y + (-xc)* y');\n",
-    "    p[5] = sympify('xc - 5/4 *q1 - 5/4 *q4 + 5/4* m *q1 + 5/4* f *q4 + (-5/4 *q1)* qal + 5/4 *q4 *qal + (-f)* xc + 5/4* q1* y + 5/4 *q4 *y + (-2*xc) *y');\n",
-    "    p[6] = sympify('f');\n",
-    "    p[7] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xMgM1 = sympify('1 - m + q1 + qal - xc - y + (-m)* q1 + q1 *qal + m *xc + (-qal)*xc + (-q1) *y + xc* y');\n",
-    "    xMnM1 = sympify('m');\n",
-    "    xFeM1 = sympify('-q1 + xc + m* q1 + (-q1)* qal + (-m)* xc + qal* xc + q1 *y + (-xc)* y');\n",
-    "    xAlM1 = sympify('-qal + y');\n",
-    "    xMgM23 = sympify('1 - 1/4 *q1 - 1/4* q4 - m - xc + 1/4 *m *q1 + 1/4 *f *q4 + (-1/4 *q1) *qal + 1/4 *q4 *qal + m *xc + 1/4 *q1* y + 1/4 *q4* y');\n",
-    "    xMnM23 = sympify('m');\n",
-    "    xFeM23 = sympify('1/4* q1 + 1/4 *q4 + xc + (-1/4* m)* q1 + (-1/4 *f) *q4 + 1/4 *q1* qal + (-1/4 *q4)* qal + (-m)* xc + (-1/4 *q1)* y + (-1/4* q4)* y');\n",
-    "    xMgM4 = sympify('1 - f + q4 - qal - xc - y + (-f)* q4 + (-q4) *qal + f *xc + qal *xc + (-q4)* y + xc *y');\n",
-    "    xFeM4 = sympify('-q4 + xc + f* q4 + q4* qal + (-f) *xc + (-qal)* xc + q4* y + (-xc)* y');\n",
-    "    xFe3M4 = sympify('f');\n",
-    "    xAlM4 = sympify('qal + y');\n",
-    "    xSiT2 = sympify('1 - 1/2 *f - y');\n",
-    "    xAlT2 = sympify('1/2* f + y');\n",
-    "\n",
-    "    # Here the xMnM1 sitefraction is not considered as it is redondant with xMnM23\n",
-    "    sf = [xMgM1,xFeM1,xAlM1,xMgM23,xMnM23,xFeM23,xMgM4,xFeM4,xFe3M4,xAlM4,xSiT2,xAlT2];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 17.\n",
-    "    W[1] = 17.\n",
-    "    W[2] = 20.\n",
-    "    W[3] = 30.\n",
-    "    W[4] = 21.\n",
-    "    W[5] = 2.\n",
-    "    W[6] = 6.\n",
-    "    W[7] = 16.\n",
-    "    W[8] = 37.\n",
-    "    W[9] = 20.\n",
-    "    W[10] = 4.\n",
-    "    W[11] = 15.\n",
-    "    W[12] = 23.\n",
-    "    W[13] = 30.\n",
-    "    W[14] = 29.\n",
-    "    W[15] = 13.\n",
-    "    W[16] = 19.\n",
-    "    W[17] = 17.\n",
-    "    W[18] = 18.\n",
-    "    W[19] = 33.\n",
-    "    W[20] = 22.\n",
-    "    W[21] = 4.\n",
-    "    W[22] = 24.\n",
-    "    W[23] = 28.6\n",
-    "    W[24] = 19.\n",
-    "    W[25] = 19.\n",
-    "    W[26] = 22.\n",
-    "    W[27] = 8.\n",
-    "\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('4*xMgM1 *xMgM23**4 *xAlM4 *xSiT2 *xAlT2');\n",
-    "    idm[1] = sympify('xMgM1 *xMgM23**4 *xMgM4 *xSiT2**2');\n",
-    "    idm[2] = sympify('xAlM1 *xMgM23**4 *xAlM4 *xAlT2**2');\n",
-    "    idm[3] = sympify('4*xFeM1 *xFeM23**4 *xAlM4* xSiT2 *xAlT2');\n",
-    "    idm[4] = sympify('xMgM1 *xFeM23**4 *xFeM4 *xSiT2**2');\n",
-    "    idm[5] = sympify('xFeM1 *xMgM23**4 *xMgM4 *xSiT2**2');\n",
-    "    idm[6] = sympify('4*xMgM1 *xMgM23**4 *xFe3M4 *xSiT2 *xAlT2');\n",
-    "    idm[7] = sympify('4*xMnM23 *xMnM23**4 *xAlM4* xSiT2* xAlT2');\n",
-    "    \n",
-    "    sym_sf = ['xMgM1','xFeM1','xAlM1','xMgM23','xMnM23','xFeM23','xMgM4','xFeM4','xFe3M4','xAlM4','xSiT2','xAlT2'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    gbase[5]  = sympify('gb5');\n",
-    "    gbase[6]  = sympify('gb6');\n",
-    "    gbase[7]  = sympify('gb7');\n",
-    "\n",
-    "    symb    = ['xc','y','f','m','qal','q1','q4']\n",
-    "    \n",
-    "    cv[0] = 'f   =  p6';\n",
-    "    cv[1] = 'm   =  p7';\n",
-    "    cv[2] = 'qal = (m + 1.0 - f -(p1 - p3+p5-p0 + p2+p4))/4.0';\n",
-    "    cv[3] = 'y   =  p2 + qal';\n",
-    "    cv[4] = 'xc  = (-2.0*qal + m + p0 - 4.0*p3 - 5.0*p4 - p5)/(f + 5.0*m + 2.0*y - 6.0)';\n",
-    "    cv[5] = 'q4  = (-2.0*pow(qal,2.0) - 2.0*qal*f + qal*m + qal*p0 - 4.0*qal*p3 - 5.0*qal*p4 - qal*p5 - 2.0*qal*y + 2.0*qal + f*m + f*p0 - 4.0*f*p3 - 4.0*f*p4 - f*p5 + 5.0*m*p4 + m*y - m + p0*y - p0 - 4.0*p3*y + 4.0*p3 - 3.0*p4*y - p4 - p5*y + p5)/(qal*f + 5.0*qal*m + 2.0*qal*y - 6.0*qal + pow(f,2.0) + 5.0*f*m + 3.0*f*y - 7.0*f + 5.0*m*y - 5.0*m + 2.0*pow(y,2.0) - 8.0*y + 6.0)';\n",
-    "    cv[6] = 'q1  = (10.0*pow(qal,2.0) - 2.0*qal*f - 25.0*qal*m - 5.0*qal*p0 + 20.0*qal*p3 + 25.0*qal*p4 + 5.0*qal*p5 - 14.0*qal*y + 22.0*qal - 4.0*pow(f,2.0) - 21.0*f*m - f*p0 - 4.0*f*p1 + 4.0*f*p3 - 4.0*f*p4 + f*p5 - 12.0*f*y + 28.0*f - 20.0*m*p1 - 45.0*m*p4 - 17.0*m*y + 21.0*m + 3.0*p0*y + p0 - 8.0*p1*y + 24.0*p1 - 12.0*p3*y - 4.0*p3 - 33.0*p4*y + 49.0*p4 - 3.0*p5*y - p5 - 8.0*pow(y,2.0) + 32.0*y - 24.0)/(5.0*(-qal*f - 5.0*qal*m - 2.0*qal*y + 6.0*qal + f*m + f*y - f + 5.0*pow(m,2.0) + 7.0*m*y - 11.0*m + 2.0*pow(y,2.0) - 8.0*y + 6.0))';\n",
-    "\n",
-    "    in_var   = ['xc','y','f','m','qal','q1','q4','log']   \n",
-    "    out_var  = ['x[0]','x[1]','x[2]','x[3]','x[4]','x[5]','x[6]','ln']\n",
-    "\n",
-    "    in_sf   = ['xMgM1','xFeM1','xAlM1','xMgM23','xMnM23','xFeM23','xMgM4','xFeM4','xFe3M4','xAlM4','xSiT2','xAlT2'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]','sf[6]','sf[7]','sf[8]','sf[9]','sf[10]','sf[11]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ctd_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    IG        = [0]*(n_em-1);\n",
-    "    cv        = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range     = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['mctd','fctd','mnct','ctdo']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('mctd');\n",
-    "    make[1]   = sympify('fctd');\n",
-    "    make[2]   = sympify('mnctd + 0.66');\n",
-    "    make[3]   = sympify('mctd + 1/4 *andr - 1/4 *gr + 13.5');\n",
-    "    \n",
-    "    p[0] = sympify('1 - f - m - xc + m *xc');\n",
-    "    p[1] = sympify('xc + (-m) *xc');\n",
-    "    p[2] = sympify('m');\n",
-    "    p[3] = sympify('f');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xAlM1A = sympify('1 - f');\n",
-    "    xFe3M1A = sympify('f');\n",
-    "    xFeM1B = sympify('xc + (-m) *xc');\n",
-    "    xMgM1B = sympify('1 - m - xc + m *xc');\n",
-    "    xMnM1B = sympify('m');\n",
-    "\n",
-    "    sf = [xAlM1A,xFe3M1A,xFeM1B,xMgM1B,xMnM1B];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 4\n",
-    "    W[1] = 3\n",
-    "    W[2] = 1\n",
-    "    W[3] = 3\n",
-    "    W[4] = 5\n",
-    "    W[5] = 4\n",
-    "    v    = 0.\n",
-    "    \n",
-    "    idm[0] = sympify('xAlM1A**(1/2) *xMgM1B');\n",
-    "    idm[1] = sympify('xAlM1A**(1/2)* xFeM1B');\n",
-    "    idm[2] = sympify('xAlM1A**(1/2) *xMnM1B');\n",
-    "    idm[3] = sympify('xFe3M1A**(1/2)* xMgM1B');\n",
-    "    \n",
-    "    sym_sf = ['xAlM1A','xFe3M1A','xFeM1B','xMgM1B','xMnM1B'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    \n",
-    "    symb    = ['xc','m','f']\n",
-    "    \n",
-    "    cv[0]   = 'f  = p3';\n",
-    "    cv[1]   = 'm  = p2';\n",
-    "    cv[2]   = 'xc = p1/(1.0 - m)';\n",
-    "\n",
-    "    in_var  = ['xc','m','f','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "    in_sf   = ['xAlM1A','xFe3M1A','xFeM1B','xMgM1B','xMnM1B'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def sp_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 4\n",
-    "\n",
-    "    W         = [0]*6\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.124;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    \n",
-    "    emname    = ['herc','sp','mt','usp']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('herc');\n",
-    "    make[1]   = sympify('sp');\n",
-    "    make[2]   = sympify('mt');\n",
-    "    make[3]   = sympify('usp');\n",
-    "    \n",
-    "    p[0]  = sympify('y + (-1 + xc) *(1 + z)');\n",
-    "    p[1]  = sympify('(1 - xc)* (1 + z)');\n",
-    "    p[2]  = sympify('1 - y - z');\n",
-    "    p[3]  = sympify('z');\n",
-    "\n",
-    "\n",
-    "    #     Site fractions\n",
-    "    xAl = sympify('y');\n",
-    "    xFe3 = sympify('1 - y - z');\n",
-    "    xTi = sympify('z');\n",
-    "    xMg = sympify('1 - xc');\n",
-    "    xFe2 = sympify('xc');\n",
-    "\n",
-    "    sf    = [xAl,xFe3,xTi,xMg,xFe2];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 16\n",
-    "    W[1] = 2\n",
-    "    W[2] = 20\n",
-    "    W[3] = 18\n",
-    "    W[4] = 36\n",
-    "    W[5] = 30\n",
-    "    v    = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xAl *xFe2');\n",
-    "    idm[1] = sympify('xAl *xMg');\n",
-    "    idm[2] = sympify('xFe3 *xFe2');\n",
-    "    idm[3] = sympify('xTi *xFe2');\n",
-    "\n",
-    "\n",
-    "    sym_sf = ['xAl','xFe3','xTi','xMg','xFe2'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "\n",
-    "    symb    = ['xc','y','z']\n",
-    "    \n",
-    "    cv[0]   = 'z  = p3';\n",
-    "    cv[1]   = 'y  = 1.0 - p2 - z';\n",
-    "    cv[2]   = 'xc = (-p1 + z + 1.0)/(z + 1.0)';\n",
-    "\n",
-    "    in_var  = ['xc','y','z','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','ln']\n",
-    "    \n",
-    "    in_sf   = ['xAl','xFe3','xTi','xMg','xFe2'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def ilm_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 5\n",
-    "\n",
-    "    W         = [0]*10\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.124;\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "   \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    Range[2]  = [0,1]; \n",
-    "    Range[3]  = [-1,1];\n",
-    "    \n",
-    "    emname    = ['oilm','dilm','dhem','geik','pnt']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('d_ilm - 13.6075 + 0.009426 *T');\n",
-    "    make[1]   = sympify('d_ilm + 1.9928 - 0.0021 *T');\n",
-    "    make[2]   = sympify('d_hem');\n",
-    "    make[3]   = sympify('geik');\n",
-    "    make[4]   = sympify('pnt');\n",
-    "\n",
-    "    p[0] = sympify('q');\n",
-    "    p[1] = sympify('-z + xc - m - q');\n",
-    "    p[2] = sympify('1 - xc');\n",
-    "    p[3] = sympify('z');\n",
-    "    p[4] = sympify('m');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xFeA = sympify('-1/2 *z + 1/2 *xc - 1/2 *m + 1/2* q');\n",
-    "    xTiA = sympify('-1/2 *z + 1/2 *xc - 1/2 *m - 1/2 *q');\n",
-    "    xMgA = sympify('z');\n",
-    "    xMnA = sympify('m');\n",
-    "    xFe3A = sympify('1 - xc');\n",
-    "#     xFeB = sympify('-1/2 *z + 1/2 *xc - 1/2 *m - 1/2 *q');\n",
-    "    xTiB = sympify('1/2 *z + 1/2 *xc + 1/2* m + 1/2 *q');\n",
-    "#     xFe3B = sympify('1 - xc');\n",
-    "\n",
-    "    # last sf removed to avoid ill conditionned ineq\n",
-    "    sf    = [xFeA,xTiA,xMgA,xMnA,xFe3A,xTiB];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 15.6\n",
-    "    W[1] = 26.6\n",
-    "    W[2] = 4\n",
-    "    W[3] = 2\n",
-    "    W[4] = 11\n",
-    "    W[5] = 4\n",
-    "    W[6] = 2\n",
-    "    W[7] = 36\n",
-    "    W[8] = 25\n",
-    "    W[9] = 4\n",
-    "    v    = 0.0\n",
-    "\n",
-    "    idm[0] = sympify('xFeA *xTiB');\n",
-    "    idm[1] = sympify('4*xFeA**(1/2) *xTiA**(1/2)* xTiA**(1/2)* xTiB**(1/2)');\n",
-    "    idm[2] = sympify('xFe3A *xFe3A');\n",
-    "    idm[3] = sympify('xMgA* xTiB');\n",
-    "    idm[4] = sympify('xMnA* xTiB');\n",
-    "    \n",
-    "    sym_sf = ['xFeA','xTiA','xMgA','xMnA','xFe3A','xTiB'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "    gbase[3]  = sympify('gb3');\n",
-    "    gbase[4]  = sympify('gb4');\n",
-    "    \n",
-    "    symb    = ['xc','z','m','q']\n",
-    "    \n",
-    "    cv[0]   = 'm  = p4';\n",
-    "    cv[1]   = 'z  = p3';\n",
-    "    cv[2]   = 'q  = p0';\n",
-    "    cv[3]   = 'xc  = 1.0 - p2';\n",
-    " \n",
-    "    in_var  = ['xc','z','m','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','x[2]','x[3]','ln']\n",
-    "    \n",
-    "    in_sf   = ['xFeA','xTiA','xMgA','xMnA','xFe3A','xTiB'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]','sf[5]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "def mt_mp():\n",
-    "    \n",
-    "    P = symbols('P')\n",
-    "    T = symbols('T')\n",
-    "    eps = symbols('eps')\n",
-    "    n_em = 3\n",
-    "\n",
-    "    W         = [0]*3\n",
-    "    v         = [0]*n_em\n",
-    "    gbase     = [0]*n_em;\n",
-    "    p         = [0]*n_em;\n",
-    "    idm       = [0]*n_em;\n",
-    "    stp       = 0.19;\n",
-    "    # Initial guess -> ca,k\n",
-    "    IG       = [0]*(n_em-1);\n",
-    "    cv       = [0]*(n_em-1);\n",
-    "    \n",
-    "    # Validity bounds\n",
-    "    Range    = [[0]*2]*(n_em-1); # declare range\n",
-    "\n",
-    "    Range[0]  = [0,1];\n",
-    "    Range[1]  = [0,1];\n",
-    "    \n",
-    "    emname    = ['imt','dmt','usp']\n",
-    "    make      = [0]*n_em\n",
-    "    make[0]   = sympify('d_mt - 1.8595 + 0.003166 *T');\n",
-    "    make[1]   = sympify('d_mt + 1.3305 - 0.001184 *T');\n",
-    "    make[2]   = sympify('usp');\n",
-    "\n",
-    "\n",
-    "    p[0] = sympify('-2*xc + 3*q');\n",
-    "    p[1] = sympify('3*xc - 3*q');\n",
-    "    p[2] = sympify('1 - xc');\n",
-    "    \n",
-    "    #     Site fractions\n",
-    "    xTiM  = sympify('1/2 - 1/2 *xc');\n",
-    "    xFe3M = sympify('xc - 1/2 *q');\n",
-    "    xFeM  = sympify('1/2 - 1/2 *xc + 1/2* q');\n",
-    "    xFe3T = sympify(' q');\n",
-    "    xFeT  = sympify('1 - q');\n",
-    "    \n",
-    "    sf = [xTiM,xFe3M,xFeM,xFe3T,xFeT];\n",
-    "  \n",
-    "    # Non-ideality by symmetric formalism\n",
-    "    symmetry = 1;\n",
-    "\n",
-    "    W[0] = 2.4\n",
-    "    W[1] = 1\n",
-    "    W[2] = -5\n",
-    "    v    = 0.\n",
-    "\n",
-    "    idm[0] = sympify('4*xFe3M *xFeM *xFe3T');\n",
-    "    idm[1] = sympify('27/4*xFe3M**(4/3) *xFeM**(2/3) *xFe3T**(2/3) *xFeT**(1/3)');\n",
-    "    idm[2] = sympify('4*xTiM *xFeM *xFeT');\n",
-    "\n",
-    "    sym_sf =  ['xTiM','xFe3M','xFeM','xFe3T','xFeT'];\n",
-    "    \n",
-    "    #     Gbase must be initiated, then updated by each levelling\n",
-    "    gbase[0]  = sympify('gb0');\n",
-    "    gbase[1]  = sympify('gb1');\n",
-    "    gbase[2]  = sympify('gb2');\n",
-    "\n",
-    "    symb    = ['xc','q']\n",
-    "    \n",
-    "    cv[0]   = 'xc  = 1.0 - p2';\n",
-    "    cv[1]   = 'q   = (3.0*xc - p1)/3.0';\n",
-    " \n",
-    "    in_var  = ['xc','q','log']   \n",
-    "    out_var = ['x[0]','x[1]','ln']\n",
-    "    in_sf   = ['xTiM','xFe3M','xFeM','xFe3T','xFeT'];\n",
-    "    out_sf  = ['sf[0]','sf[1]','sf[2]','sf[3]','sf[4]']\n",
-    "\n",
-    "    return symb, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname\n",
-    "\n",
-    "op = ''"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 111,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# CHOOSE PHASE\n",
-    "# bi g ep pl4T mu ol cd opx cpx spn hb liq fl ilm ilm_TJBH_2019\n",
-    "ss = 'sp_mp'\n",
-    "\n",
-    "# output\n",
-    "db0  = ss[-2:];\n",
-    "ss0  = ss[:-3];\n",
-    "\n",
-    "name = ss+'()'\n",
-    "sym_list, cv, p, v, W, gbase, sf, idm, stp, n_em, symmetry, Range, in_var, out_var, in_sf, out_sf, make, emname  = eval(name)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 112,
-   "metadata": {
-    "code_folding": [
-     0,
-     4,
-     22
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# CALCULATE f0, jac and Hessian\n",
-    "\n",
-    "# save some data (needed later)\n",
-    "p_fct_cv  = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    p_fct_cv[ii] = p[ii]\n",
-    "\n",
-    "R   = sympify(\"R\");\n",
-    "T   = sympify(\"T\");\n",
-    "eps = sympify(\"eps\");\n",
-    "\n",
-    "phi_p           = np.identity(n_em);\n",
-    "mu_Gex          = [0]*n_em;\n",
-    "mat_muMix       = [0]*n_em;\n",
-    "mu_Total        = [0]*n_em;\n",
-    "mat_phi         = [0]*n_em;\n",
-    "Gsol            = 0;\n",
-    "total_chem_comp = 0;\n",
-    "\n",
-    "#declare mu0[ii] and p[ii] again here\n",
-    "muzx  = [0]*n_em\n",
-    "px    = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    px[ii]    = sympify('p'+str(ii))\n",
-    "    muzx[ii]  = sympify('muz'+str(ii))\n",
-    "\n",
-    "if symmetry == 0:\n",
-    "    # Third step\n",
-    "    dp_dx = [[0] * (n_em-1) for i in range(n_em)]\n",
-    "    for ii in range(0,n_em):\n",
-    "        for jj in range(0,n_em-1):\n",
-    "            dp_dx[ii][jj] = diff(p[ii],sym_list[jj]) \n",
-    "            \n",
-    "    # Second step            \n",
-    "    pfrac = p        \n",
-    "    p  = [0]*n_em\n",
-    "    px = [0]*n_em\n",
-    "    for ii in range(0,n_em):\n",
-    "        p[ii]  = sympify('p'+str(ii))\n",
-    "        px[ii] = sympify('p'+str(ii))\n",
-    "        \n",
-    "    sum_v   = sum(np.multiply(p,v)) \n",
-    "    mat_phi = np.multiply(p,v)/(sum_v)\n",
-    "    mat_phix= nsimplify(mat_phi,tolerance=10**-12)\n",
-    "\n",
-    "    mat_phi = [0]*n_em\n",
-    "    for ii in range(0,n_em):\n",
-    "        mat_phi[ii] = sympify('mat_phi'+str(ii))\n",
-    "\n",
-    "    for ii in range(0,n_em):\n",
-    "        mu = 0;\n",
-    "        it = 0;\n",
-    "        for jj in range (0,n_em-1):\n",
-    "            for kk in range(jj+1,n_em):\n",
-    "                mu = mu - (phi_p[ii][jj] - mat_phi[jj])*(phi_p[ii][kk]-mat_phi[kk])*(W[it]*2*v[ii]/(v[jj]+v[kk]) );\n",
-    "                it = it + 1;\n",
-    "        if len(W) != it:\n",
-    "            display(\"Something is wrong with the mu model\")\n",
-    "            \n",
-    "        mu_Gex[ii]      = nsimplify(mu,tolerance=10**-12); \n",
-    "\n",
-    "if symmetry == 1:\n",
-    "    mat_phix = []\n",
-    "    \n",
-    "    # Third step\n",
-    "    dp_dx = [[0] * (n_em-1) for i in range(n_em)]\n",
-    "    for ii in range(0,n_em):\n",
-    "        for jj in range(0,n_em-1):\n",
-    "            dp_dx[ii][jj] = diff(p[ii],sym_list[jj]) \n",
-    "\n",
-    "    pfrac = p       \n",
-    "    p  = [0]*n_em\n",
-    "    px = [0]*n_em\n",
-    "    \n",
-    "    for ii in range(0,n_em):\n",
-    "        p[ii]  = sympify('p'+str(ii))\n",
-    "        px[ii] = sympify('p'+str(ii))\n",
-    "        \n",
-    "    for ii in range(0,n_em):\n",
-    "        mu = 0;\n",
-    "        it = 0;\n",
-    "        for jj in range (0,n_em-1):\n",
-    "            for kk in range(jj+1,n_em):\n",
-    "                mu = mu - (phi_p[ii][jj] - p[jj])*(phi_p[ii][kk]-p[kk])*W[it];\n",
-    "                it = it + 1;\n",
-    "        if len(W) != it:\n",
-    "            display(\"Something is wrong with the mu model\")\n",
-    "            \n",
-    "        mu_Gex[ii]      = mu; \n",
-    "        Gsol            = Gsol + px[ii]*muzx[ii];\n",
-    "\n",
-    "# nsimplify(mu,tolerance=10**-12)#        \n",
-    "##### GET MU_GEX #######\n",
-    "########################\n",
-    "mu_Gexx = [0]*n_em        \n",
-    "for ii in range(0,n_em):\n",
-    "    mu_Gexx[ii] = sympify('mu_Gex'+str(ii))\n",
-    "    \n",
-    "    \n",
-    "##### GET CHEMICAL POTENTIAL MU = g0 +RTlog(idm) +Gex #####\n",
-    "###########################################################\n",
-    "muz  = [0]*n_em\n",
-    "muz0 = [0]*n_em\n",
-    "for ii in range(0,n_em):\n",
-    "    muz[ii] = (gbase[ii] + mu_Gexx[ii] + R*T*log(idm[ii]))\n",
-    "\n",
-    "for i,b in enumerate(muz):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            muz[i] = muz[i].subs(a, float(a)) \n",
-    "    \n",
-    "for ii in range(0,n_em):\n",
-    "    muz[ii] = ccode(muz[ii])\n",
-    "    \n",
-    "    \n",
-    "##### MAKE ENDMEMBERS #####  \n",
-    "########################### \n",
-    "for i,b in enumerate(make):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            make[i] = make[i].subs(a, float(a))    \n",
-    "    \n",
-    "    \n",
-    "##### SITE FRACTIONS #####  \n",
-    "##########################\n",
-    "sf_size   = len(sf)\n",
-    "sf0       = [0]*sf_size\n",
-    "\n",
-    "for oo,ii in enumerate(sf):\n",
-    "    sf0[oo] = -1.0*sf[oo] \n",
-    "\n",
-    "for i,b in enumerate(sf):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            sf[i] = sf[i].subs(a, float(a))\n",
-    "            \n",
-    "for i,b in enumerate(sf0):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            sf0[i] = sf0[i].subs(a, float(a)) \n",
-    "             \n",
-    "for ii, val in enumerate(sf0):  \n",
-    "    t0 = str(val)\n",
-    "\n",
-    "    for i,val in enumerate(in_var):\n",
-    "        inv  = str(in_var[i])\n",
-    "        outv = str(out_var[i])\n",
-    "        t0 = replaceSymbols(t0,inv,outv) \n",
-    "    sf0[ii] = t0   \n",
-    "    \n",
-    "    \n",
-    "##### SITE FRACTIONS FIRST DERIVATIVE ######\n",
-    "############################################\n",
-    "sym_list_size = len(sym_list)\n",
-    "ineq_sf = [['' for xx in range(sym_list_size)] for xx in range(sf_size)]\n",
-    "\n",
-    "for oo,ii in enumerate(sf):\n",
-    "    for pi,jj in enumerate(sym_list):\n",
-    "        ineq_sf[oo][pi]  = diff(ii,jj);  \n",
-    "        ineq_sf[oo][pi] *= -1.0;\n",
-    "        \n",
-    "for i,b in enumerate(ineq_sf):\n",
-    "    for j,c in enumerate(b):\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):\n",
-    "                ineq_sf[i][j] = ineq_sf[i][j].subs(a, float(a))\n",
-    "                \n",
-    "for ii, val in enumerate(ineq_sf):\n",
-    "    for jj, val0 in enumerate(val):\n",
-    "        t0 = str(val0)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        ineq_sf[ii][jj] = t0\n",
-    "\n",
-    "\n",
-    "##### IDEAL MIXING TERM (idm) ######\n",
-    "####################################\n",
-    "for i,b in enumerate(idm):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            idm[i] = idm[i].subs(a, float(a))\n",
-    "    \n",
-    "##### EM FRACTION ######\n",
-    "######################## \n",
-    "for i,b in enumerate(pfrac):\n",
-    "    for a in preorder_traversal(b):\n",
-    "        if isinstance(a, Rational):\n",
-    "            pfrac[i] = pfrac[i].subs(a, float(a))\n",
-    "\n",
-    "            \n",
-    "##### EM FRACTION FIRST DERIVATIVE ######\n",
-    "#########################################     \n",
-    "for i,b in enumerate(dp_dx):\n",
-    "    for j,c in enumerate(b):\n",
-    "        for a in preorder_traversal(c):\n",
-    "            if isinstance(a, Rational):    \n",
-    "#                 dp_dx[i][j] = nsimplify(dp_dx[i][j],tolerance=10**-12)\n",
-    "                dp_dx[i][j] = dp_dx[i][j].subs(a, float(a))\n",
-    "\n",
-    "\n",
-    "\n",
-    " "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 113,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    \n",
-      "/**\n",
-      "    Objective function of sp_mp\n",
-      "*/\n",
-      "double obj_mp_sp(unsigned n, const double *x, double *grad, void *SS_ref_db){\n",
-      "    SS_ref *d         = (SS_ref *) SS_ref_db;\n",
-      "\n",
-      "    int n_em          = d->n_em;\n",
-      "    double P          = d->P;\n",
-      "    double T          = d->T;\n",
-      "    double R          = d->R;\n",
-      "\n",
-      "    double *gb        = d->gb_lvl;\n",
-      "    double *mu_Gex    = d->mu_Gex;\n",
-      "    double *sf        = d->sf;\n",
-      "    double *mu        = d->mu;\n",
-      "    px_mp_sp(SS_ref_db,x);\n",
-      "\n",
-      "    for (int i = 0; i < n_em; i++){\n",
-      "        mu_Gex[i] = 0.0;\n",
-      "        int it    = 0;\n",
-      "        for (int j = 0; j < d->n_xeos; j++){\n",
-      "            for (int k = j+1; k < n_em; k++){\n",
-      "                mu_Gex[i] -= (d->eye[i][j] - d->p[j])*(d->eye[i][k] - d->p[k])*(d->W[it]);\n",
-      "                it += 1;\n",
-      "            }\n",
-      "        }\n",
-      "    }\n",
-      "    \n",
-      "    sf[0]          = x[1];\n",
-      "    sf[1]          = -1.0*x[1] - 1.0*x[2] + 1.0;\n",
-      "    sf[2]          = x[2];\n",
-      "    sf[3]          = 1.0 - 1.0*x[0];\n",
-      "    sf[4]          = x[0];\n",
-      "    \n",
-      "    \n",
-      "    mu[0]          = R*T*creal(clog(sf[0]*sf[4])) + gb[0] + mu_Gex[0];\n",
-      "    mu[1]          = R*T*creal(clog(sf[0]*sf[3])) + gb[1] + mu_Gex[1];\n",
-      "    mu[2]          = R*T*creal(clog(sf[4]*sf[1])) + gb[2] + mu_Gex[2];\n",
-      "    mu[3]          = R*T*creal(clog(sf[4]*sf[2])) + gb[3] + mu_Gex[3];\n",
-      "    \n",
-      "    d->sum_apep = 0.0;\n",
-      "    for (int i = 0; i < n_em; i++){\n",
-      "        d->sum_apep += d->ape[i]*d->p[i];\n",
-      "    }\n",
-      "    d->factor = d->fbc/d->sum_apep;\n",
-      "\n",
-      "    d->df_raw = 0.0;\n",
-      "    for (int i = 0; i < n_em; i++){\n",
-      "        d->df_raw += mu[i]*d->p[i];\n",
-      "    }\n",
-      "    d->df = d->df_raw * d->factor;\n",
-      "\n",
-      "    if (grad){\n",
-      "        double *dfx    = d->dfx;\n",
-      "        double **dp_dx = d->dp_dx;\n",
-      "        dpdx_mp_sp(SS_ref_db,x);\n",
-      "        for (int i = 0; i < (d->n_xeos); i++){\n",
-      "            dfx[i] = 0.0;\n",
-      "            for (int j = 0; j < n_em; j++){\n",
-      "                dfx[i] += (mu[j] - (d->ape[j]/d->sum_apep)*d->df_raw)*d->factor*dp_dx[j][i];\n",
-      "            }\n",
-      "            grad[i] = creal(dfx[i]);\n",
-      "        }\n",
-      "    }\n",
-      "\n",
-      "    return d->df;\n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# OBJECTIVE FUNCTION (obj_)\n",
-    "if 0==0:\n",
-    "    pout = [0]*(len(sf))\n",
-    "\n",
-    "    for ii, val in enumerate(sf):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "    \n",
-    "    pout2 = muz0\n",
-    "\n",
-    "    for ii, val in enumerate(muz):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_sf):\n",
-    "            inv  = str(in_sf[i])\n",
-    "            outv = str(out_sf[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout2[ii] = t0\n",
-    "    \n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Objective function of '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'double obj_'+db0+'_'+ss0+'(unsigned n, const double *x, double *grad, void *SS_ref_db){\\n'\n",
-    "    op += os+'SS_ref *d         = (SS_ref *) SS_ref_db;\\n\\n'\n",
-    "    op += os+'int n_em          = d->n_em;\\n'\n",
-    "    op += os+'double P          = d->P;\\n'\n",
-    "    op += os+'double T          = d->T;\\n'\n",
-    "    op += os+'double R          = d->R;\\n\\n'\n",
-    "\n",
-    "    op += os+'double *gb        = d->gb_lvl;\\n'\n",
-    "    if (symmetry == 0):\n",
-    "        op += os+'double *mat_phi   = d->mat_phi;\\n'\n",
-    "    op += os+'double *mu_Gex    = d->mu_Gex;\\n'\n",
-    "    op += os+'double *sf        = d->sf;\\n'\n",
-    "    op += os+'double *mu        = d->mu;\\n'\n",
-    "\n",
-    "    op += os+'px_'+db0+'_'+ss0+'(SS_ref_db,x);\\n\\n'\n",
-    "    \n",
-    "    if (symmetry == 1):\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "        op += os+os+'mu_Gex[i] = 0.0;\\n'\n",
-    "        op += os+os+'int it    = 0;\\n'\n",
-    "        op += os+os+'for (int j = 0; j < d->n_xeos; j++){\\n'\n",
-    "        op += os+os+os+'for (int k = j+1; k < n_em; k++){\\n'\n",
-    "        op += os+os+os+os+'mu_Gex[i] -= (d->eye[i][j] - d->p[j])*(d->eye[i][k] - d->p[k])*(d->W[it]);\\n'  \n",
-    "        op += os+os+os+os+'it += 1;\\n'  \n",
-    "        op += os+os+os+'}\\n'  \n",
-    "        op += os+os+'}\\n'   \n",
-    "        op += os+'}\\n'\n",
-    "        \n",
-    "    if (symmetry == 0):\n",
-    "        op += os+'d->sum_v = 0.0;\\n'\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'     \n",
-    "        op += os+os+'d->sum_v += d->p[i]*d->v[i];\\n'     \n",
-    "        op += os+'}\\n'\n",
-    "        op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "        op += os+os+'d->mat_phi[i] = (d->p[i]*d->v[i])/d->sum_v;\\n'\n",
-    "        op += os+'}\\n'\n",
-    "        op += os+'\\n'\n",
-    "        op += os+'for (int i = 0; i < d->n_em; i++){\\n' \n",
-    "        op += os+os+'mu_Gex[i] = 0.0;\\n'\n",
-    "        op += os+os+'int it = 0;\\n'\n",
-    "        op += os+os+'for (int j = 0; j < d->n_xeos; j++){\\n'\n",
-    "        op += os+os+os+'for (int k = j+1; k < d->n_em; k++){\\n'    \n",
-    "        op += os+os+os+os+'mu_Gex[i] -= (d->eye[i][j] - d->mat_phi[j])*(d->eye[i][k] - d->mat_phi[k])*(d->W[it]*2.0*d->v[i]/(d->v[j]+d->v[k]));\\n'    \n",
-    "        op += os+os+os+os+'it += 1;\\n'\n",
-    "        op += os+os+os+'}\\n'\n",
-    "        op += os+os+'}\\n'\n",
-    "        op += os+'}\\n'\n",
-    "        \n",
-    "    op += os+'\\n'\n",
-    "    for  i,val in enumerate(sf):\n",
-    "        op += os+'sf['+str(i)+']          = '+((pout[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'\\n'\n",
-    "    for  i,val in enumerate(muz):\n",
-    "        op += os+'mu['+str(i)+']          = '+(digit2index2(pout2[i]))+';\\n'    \n",
-    "    op += os+'\\n'\n",
-    "\n",
-    "    op += os+'d->sum_apep = 0.0;\\n'\n",
-    "    op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "    op += os+os+'d->sum_apep += d->ape[i]*d->p[i];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'d->factor = d->fbc/d->sum_apep;\\n\\n'\n",
-    "\n",
-    "    op += os+'d->df_raw = 0.0;\\n'\n",
-    "    op += os+'for (int i = 0; i < n_em; i++){\\n'\n",
-    "    op += os+os+'d->df_raw += mu[i]*d->p[i];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'d->df = d->df_raw * d->factor;\\n\\n'\n",
-    "\n",
-    "    op += os+'if (grad){\\n'\n",
-    "    op += os+os+'double *dfx    = d->dfx;\\n'\n",
-    "    op += os+os+'double **dp_dx = d->dp_dx;\\n'\n",
-    "    op += os+os+'dpdx_'+db0+'_'+ss0+'(SS_ref_db,x);\\n'\n",
-    "    op += os+os+'for (int i = 0; i < (d->n_xeos); i++){\\n'\n",
-    "    op += os+os+os+'dfx[i] = 0.0;\\n'\n",
-    "    op += os+os+os+'for (int j = 0; j < n_em; j++){\\n'\n",
-    "    op += os+os+os+os+'dfx[i] += (mu[j] - (d->ape[j]/d->sum_apep)*d->df_raw)*d->factor*dp_dx[j][i];\\n'\n",
-    "    op += os+os+os+'}\\n'\n",
-    "    op += os+os+os+'grad[i] = creal(dfx[i]);\\n'\n",
-    "    op += os+os+'}\\n'\n",
-    "    op += os+'}\\n\\n'\n",
-    "    op += os+'return d->df;\\n' \n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 114,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "/**\n",
-      "    Update dpdx matrix of sp_mp\n",
-      "*/\n",
-      "void dpdx_mp_sp(void *SS_ref_db, const double *x){\n",
-      "    SS_ref *d  = (SS_ref *) SS_ref_db;\n",
-      "    double **dp_dx = d->dp_dx;\n",
-      "\n",
-      "    dp_dx[0][0] = x[2] + 1.0;      dp_dx[0][1] = 1.00000000000000;      dp_dx[0][2] = x[0] - 1.0;      \n",
-      "    dp_dx[1][0] = -1.0*x[2] - 1.0;      dp_dx[1][1] = 0.0;      dp_dx[1][2] = 1.0 - 1.0*x[0];      \n",
-      "    dp_dx[2][0] = 0.0;      dp_dx[2][1] = -1.00000000000000;      dp_dx[2][2] = -1.00000000000000;      \n",
-      "    dp_dx[3][0] = 0.0;      dp_dx[3][1] = 0.0;      dp_dx[3][2] = 1.00000000000000;      \n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# ENDMEMBER FRACTION DERIVATIVE (dpdx)\n",
-    "if 0==0:\n",
-    "    pout = (dp_dx)\n",
-    "    for ii, val in enumerate(dp_dx):\n",
-    "        for jj, val0 in enumerate(val):\n",
-    "            t0 = (str((val0)))\n",
-    "            for i,val in enumerate(in_var):\n",
-    "                inv  = str(in_var[i])\n",
-    "                outv = str(out_var[i])\n",
-    "                t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "            pout[ii][jj] = t0\n",
-    "\n",
-    "\n",
-    "#     op = ''\n",
-    "    os = '    '\n",
-    "    op = ''\n",
-    "    op += '\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Update dpdx matrix of '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void dpdx_'+db0+'_'+ss0+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double **dp_dx = d->dp_dx;\\n\\n'\n",
-    "\n",
-    "    for  i,val in enumerate(pout):\n",
-    "        for j,val2 in enumerate(val):\n",
-    "            op += os+'dp_dx['+str(i)+']['+str(j)+'] = '+((pout[i][j]))+';  '  \n",
-    "        op += os+'\\n'\n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 115,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "save Ineq list to file   : MAGEMin_Ineq_mp_sp.txt ...\n",
-      "/**\n",
-      "    Inequality constraints for sp_mp\n",
-      "*/\n",
-      "void sp_mp_c(unsigned m, double *result, unsigned n, const double *x, double *grad, void *data){\n",
-      "    result[0] = ( eps_sf + -1.0*x[1]);\n",
-      "    result[1] = ( eps_sf + 1.0*x[1] + 1.0*x[2] - 1.0);\n",
-      "    result[2] = ( eps_sf + -1.0*x[2]);\n",
-      "    result[3] = ( eps_sf + 1.0*x[0] - 1.0);\n",
-      "    result[4] = ( eps_sf + -1.0*x[0]);\n",
-      "\n",
-      "    if (grad) {\n",
-      "        grad[0] = 0.0;\n",
-      "        grad[1] = -1.00000000000000;\n",
-      "        grad[2] = 0.0;\n",
-      "        grad[3] = 0.0;\n",
-      "        grad[4] = 1.00000000000000;\n",
-      "        grad[5] = 1.00000000000000;\n",
-      "        grad[6] = 0.0;\n",
-      "        grad[7] = 0.0;\n",
-      "        grad[8] = -1.00000000000000;\n",
-      "        grad[9] = 1.00000000000000;\n",
-      "        grad[10] = 0.0;\n",
-      "        grad[11] = 0.0;\n",
-      "        grad[12] = -1.00000000000000;\n",
-      "        grad[13] = 0.0;\n",
-      "        grad[14] = 0.0;\n",
-      "    }\n",
-      "\n",
-      "    return;\n",
-      "};\n",
-      "\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# INEQUALITY CONSTRAINTS (sf)\n",
-    "if 0==0:\n",
-    "    out_name    = 'MAGEMin_Ineq_'+db0+'_'+ss0+\".txt\"\n",
-    "    text_file   = open(out_name, \"w\")\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Inequality constraints for '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void '+ss+'_c(unsigned m, double *result, unsigned n, const double *x, double *grad, void *data){\\n'\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "#         op += os+'double c'+ str(ii)+'(unsigned n, const double *x, double *grad, void *data){\\n'   \n",
-    "        op += os+'result['+str(ii)+'] = ( eps_sf + ' + str(sf0[ii])+');\\n' \n",
-    "    op += '\\n' \n",
-    "    op += os+'if (grad) {\\n' \n",
-    "    n = 0;\n",
-    "    for ii, val0 in enumerate(ineq_sf):\n",
-    "        for jj, val1 in enumerate(val0):\n",
-    "            op += os+os+'grad['+str(n)+'] = ' + str((val1)) + ';\\n' \n",
-    "            n += 1\n",
-    "    op += os+'}\\n' \n",
-    "    \n",
-    "    op += '\\n'  \n",
-    "    op += os+'return;\\n'    \n",
-    "    op += '};\\n' \n",
-    "    op += '\\n'  \n",
-    "    \n",
-    "    print(\"save Ineq list to file   :\",out_name, \"...\")\n",
-    "    n         = text_file.write(op)\n",
-    "    print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 116,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    \n",
-      "/**\n",
-      "    Endmember fraction of sp_mp\n",
-      "*/\n",
-      "void px_mp_sp(void *SS_ref_db, const double *x){\n",
-      "    SS_ref *d  = (SS_ref *) SS_ref_db;\n",
-      "    double *p = d->p;\n",
-      "        p[0]           = x[1] + (x[0] - 1.0)*(x[2] + 1.0);\n",
-      "        p[1]           = (1.0 - 1.0*x[0])*(x[2] + 1.0);\n",
-      "        p[2]           = -1.0*x[1] - 1.0*x[2] + 1.0;\n",
-      "        p[3]           = x[2];\n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# ENDMEMBER FRACTION (px)\n",
-    "if 0==0:\n",
-    "    pout = p\n",
-    "\n",
-    "    for ii, val in enumerate(pfrac):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "\n",
-    "\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Endmember fraction of '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void px_'+db0+'_'+ss0+'(void *SS_ref_db, const double *x){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'double *p = d->p;\\n'\n",
-    "    \n",
-    "    for  i,val in enumerate(pfrac):\n",
-    "        op += os+'    p['+str(i)+']           = '+((pout[i]))+';\\n'    \n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 117,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/**\n",
-      "   retrieve reference thermodynamic data for mp_sp\n",
-      "*/\n",
-      "SS_ref G_SS_mp_sp_function(SS_ref SS_ref_db, int EM_database, int len_ox, bulk_info z_b, double eps){\n",
-      "    \n",
-      "    int i, j;\n",
-      "    int n_em = SS_ref_db.n_em;\n",
-      "    \n",
-      "    char   *EM_tmp[] \t\t= {\"herc\",\"sp\",\"mt\",\"usp\"};\n",
-      "    for (int i = 0; i < SS_ref_db.n_em; i++){\n",
-      "        strcpy(SS_ref_db.EM_list[i],EM_tmp[i]);\n",
-      "    };\n",
-      "    \n",
-      "    SS_ref_db.W[0] = 16;\n",
-      "    SS_ref_db.W[1] = 2;\n",
-      "    SS_ref_db.W[2] = 20;\n",
-      "    SS_ref_db.W[3] = 18;\n",
-      "    SS_ref_db.W[4] = 36;\n",
-      "    SS_ref_db.W[5] = 30;\n",
-      "    \n",
-      "    \n",
-      "    em_data herc_eq \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"herc\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"equilibrium\"\t);\n",
-      "    \n",
-      "    em_data sp_eq \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"sp\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"equilibrium\"\t);\n",
-      "    \n",
-      "    em_data mt_eq \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"mt\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"equilibrium\"\t);\n",
-      "    \n",
-      "    em_data usp_eq \t\t= get_em_data(\t\tEM_database, \n",
-      "    \t\t\t\t\t\t\t\t\t\tlen_ox,\n",
-      "    \t\t\t\t\t\t\t\t\t\tz_b,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\n",
-      "    \t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\n",
-      "    \t\t\t\t\t\t\t\t\t\t\"usp\", \n",
-      "    \t\t\t\t\t\t\t\t\t\t\"equilibrium\"\t);\n",
-      "    \n",
-      "    SS_ref_db.gbase[0] \t\t= herc_eq.gb;\n",
-      "    SS_ref_db.gbase[1] \t\t= sp_eq.gb;\n",
-      "    SS_ref_db.gbase[2] \t\t= mt_eq.gb;\n",
-      "    SS_ref_db.gbase[3] \t\t= usp_eq.gb;\n",
-      "    \n",
-      "    SS_ref_db.ElShearMod[0] \t= herc_eq.ElShearMod;\n",
-      "    SS_ref_db.ElShearMod[1] \t= sp_eq.ElShearMod;\n",
-      "    SS_ref_db.ElShearMod[2] \t= mt_eq.ElShearMod;\n",
-      "    SS_ref_db.ElShearMod[3] \t= usp_eq.ElShearMod;\n",
-      "    \n",
-      "    for (i = 0; i < len_ox; i++){\n",
-      "        SS_ref_db.Comp[0][i] \t= herc_eq.C[i];\n",
-      "        SS_ref_db.Comp[1][i] \t= sp_eq.C[i];\n",
-      "        SS_ref_db.Comp[2][i] \t= mt_eq.C[i];\n",
-      "        SS_ref_db.Comp[3][i] \t= usp_eq.C[i];\n",
-      "    }\n",
-      "    \n",
-      "    for (i = 0; i < n_em; i++){\n",
-      "        SS_ref_db.z_em[i] = 1.0;\n",
-      "    };\n",
-      "    \n",
-      "    SS_ref_db.bounds_ref[0][0] = 0.0+eps;  SS_ref_db.bounds_ref[0][1] = 1.0-eps;\n",
-      "    SS_ref_db.bounds_ref[1][0] = 0.0+eps;  SS_ref_db.bounds_ref[1][1] = 1.0-eps;\n",
-      "    SS_ref_db.bounds_ref[2][0] = 0.0+eps;  SS_ref_db.bounds_ref[2][1] = 1.0-eps;\n",
-      "    \n",
-      "    return SS_ref_db;\n",
-      "}\n",
-      "\n",
-      "save make to file   : MAGEMin_make_mp_sp.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "# MAKE ENDMEMBERS\n",
-    "# if 0==0:\n",
-    "\n",
-    "\n",
-    "exclude = [sympify('P'),sympify('T')];\n",
-    "em = [];\n",
-    "for i in make:\n",
-    "    for key in i.free_symbols:\n",
-    "        if key not in em and key not in exclude:\n",
-    "            em.append(key)\n",
-    "\n",
-    "            \n",
-    "out_name    = 'MAGEMin_make_'+db0+'_'+ss0+\".txt\"\n",
-    "text_file   = open(out_name, \"w\")          \n",
-    "            \n",
-    "op = ''\n",
-    "os = '    '\n",
-    "\n",
-    "  \n",
-    "\n",
-    "op += '/**\\n'\n",
-    "op += '   retrieve reference thermodynamic data for '+db0+'_'+ss0+'\\n'\n",
-    "op += '*/\\n'\n",
-    "op += 'SS_ref G_SS_'+db0+'_'+ss0+'_function(SS_ref SS_ref_db, int EM_database, int len_ox, bulk_info z_b, double eps){\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'int i, j;\\n'\n",
-    "op += os+'int n_em = SS_ref_db.n_em;\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'char   *EM_tmp[] \t\t= {'\n",
-    "for i,val in enumerate(emname):\n",
-    "    if i < n_em-1:\n",
-    "        op += '\"'+str(val)+'\",'\n",
-    "    else:\n",
-    "        op += '\"'+str(val)+'\"'\n",
-    "op += '};\\n'\n",
-    "op += os+'for (int i = 0; i < SS_ref_db.n_em; i++){\\n'\n",
-    "op += os+os+'strcpy(SS_ref_db.EM_list[i],EM_tmp[i]);\\n'\n",
-    "op += os+'};\\n'\n",
-    "\n",
-    "op += os+'\\n'\n",
-    "for i in range(0,len(W)):\n",
-    "    op += os+'SS_ref_db.W['+str(i)+'] = '+print_W(W[i])+';\\n'\n",
-    "op += os+'\\n'\n",
-    "if (type(v) != float):\n",
-    "    for i in range(0,len(v)):\n",
-    "        op += os+'SS_ref_db.v['+str(i)+'] = '+str(v[i])+';\\n'\n",
-    "    op += os+'\\n'\n",
-    "op += os+'\\n'\n",
-    "for i in em:\n",
-    "    if (str(i)[0:2] == 'd_'):\n",
-    "        opt = 'disordered'\n",
-    "        suf = 'di';\n",
-    "        name = str(i)[2:] \n",
-    "    elif (str(i)[0:2] == 'o_'):\n",
-    "        opt = 'ordered'\n",
-    "        suf = 'or';\n",
-    "        name = str(i)[2:] \n",
-    "    elif (str(i)[0:2] == 'e_'):\n",
-    "        opt = 'equilibrium'\n",
-    "        suf = 'eq';\n",
-    "        name = str(i)[2:] \n",
-    "    else:\n",
-    "        opt = 'equilibrium'\n",
-    "        suf = 'eq';\n",
-    "        name = str(i)\n",
-    "        \n",
-    "    op += os+'em_data '+name+'_'+suf+' \t\t= get_em_data(\t\tEM_database, \\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\tlen_ox,\\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\tz_b,\\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\tSS_ref_db.P,\\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\tSS_ref_db.T,\\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\t\"'+name+'\", \\n'\n",
-    "    op += os+'\t\t\t\t\t\t\t\t\t\t\"'+opt+'\"\t);\\n'\n",
-    "    op += os+'\\n'\n",
-    "    \n",
-    "for i in range(0,n_em):\n",
-    "    op += os+ 'SS_ref_db.gbase['+str(i)+'] \t\t= '+print_em_gb(em,make[i])+';\\n'\n",
-    "op += os+'\\n'\n",
-    "\n",
-    "for i in range(0,n_em):\n",
-    "    op += os+ 'SS_ref_db.ElShearMod['+str(i)+'] \t= '+print_em_shearM(em,make[i])+';\\n'\n",
-    "op += os+'\\n'\n",
-    "\n",
-    "op += os+'for (i = 0; i < len_ox; i++){\\n'\n",
-    "for i in range(0,n_em):\n",
-    "    op += os+os+ 'SS_ref_db.Comp['+str(i)+'][i] \t= '+print_em_C(em,make[i])+';\\n'\n",
-    "op += os+'}\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'for (i = 0; i < n_em; i++){\\n'\n",
-    "op += os+os+'SS_ref_db.z_em[i] = 1.0;\\n'\n",
-    "op += os+'};\\n'\n",
-    "op += os+'\\n'\n",
-    "for i in range(0,n_em-1):\n",
-    "    op += os+ 'SS_ref_db.bounds_ref['+str(i)+'][0] = '+str(float(Range[i][0]))+'+eps;  SS_ref_db.bounds_ref['+str(i)+'][1] = '+str(float(Range[i][1]))+'-eps;\\n'\n",
-    "op += os+'\\n'\n",
-    "op += os+'return SS_ref_db;\\n'\n",
-    "op += '}\\n'\n",
-    "print(op)\n",
-    "\n",
-    "print(\"save make to file   :\",out_name, \"...\")\n",
-    "n         = text_file.write(op)\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 118,
-   "metadata": {
-    "code_folding": [
-     0,
-     1
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/**\n",
-      "    allocate memory for sp_mp\n",
-      "*/\n",
-      "SS_ref G_SS_mp_sp_init_function(SS_ref SS_ref_db, int EM_database, global_variable gv){\n",
-      "    \n",
-      "    SS_ref_db.is_liq    = 0;\n",
-      "    SS_ref_db.symmetry  = 1;\n",
-      "    SS_ref_db.n_sf      = 5;\n",
-      "    SS_ref_db.n_em      = 4;\n",
-      "    SS_ref_db.n_w       = 6;\n",
-      "    SS_ref_db.n_xeos    = 3;\n",
-      "    SS_ref_db.CstFactor = 0;\n",
-      "    \n",
-      "    return SS_ref_db;\n",
-      "}\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# SOLUTION PHASE MEMORY SIZE\n",
-    "if 0==0:\n",
-    "        \n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    \n",
-    "    op += '/**\\n'\n",
-    "    op += os+'allocate memory for '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'SS_ref G_SS_'+db0+'_'+ss0+'_init_function(SS_ref SS_ref_db, int EM_database, global_variable gv){\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'SS_ref_db.is_liq    = '+'0'+';\\n' \n",
-    "    op += os+'SS_ref_db.symmetry  = '+str(symmetry)+';\\n' \n",
-    "    op += os+'SS_ref_db.n_sf      = '+str(len(sf))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_em      = '+str(len(p))+';\\n' \n",
-    "    if symmetry == 0:\n",
-    "        op += os+'SS_ref_db.n_v       = '+str(len(v))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_w       = '+str(len(W))+';\\n' \n",
-    "    op += os+'SS_ref_db.n_xeos    = '+str(len(p)-1)+';\\n' \n",
-    "    op += os+'SS_ref_db.CstFactor = 0;\\n' \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'return SS_ref_db;\\n' \n",
-    "    op += '}\\n'  \n",
-    "    \n",
-    "print(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 119,
-   "metadata": {
-    "code_folding": [
-     0
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "SS_ref NLopt_opt_mp_sp_function(global_variable gv, SS_ref SS_ref_db){\n",
-      "    \n",
-      "    int    n_em     = SS_ref_db.n_em;\n",
-      "    unsigned int n  = SS_ref_db.n_xeos;\n",
-      "    unsigned int m  = SS_ref_db.n_sf;\n",
-      "    \n",
-      "    double *x  = SS_ref_db.iguess; \n",
-      "    \n",
-      "    for (int i = 0; i < (SS_ref_db.n_xeos); i++){\n",
-      "       SS_ref_db.lb[i] = SS_ref_db.bounds[i][0];\n",
-      "       SS_ref_db.ub[i] = SS_ref_db.bounds[i][1];\n",
-      "    }\n",
-      "    \n",
-      "    SS_ref_db.opt = nlopt_create(NLOPT_LD_CCSAQ, (n)); \n",
-      "    nlopt_set_lower_bounds(SS_ref_db.opt, SS_ref_db.lb);\n",
-      "    nlopt_set_upper_bounds(SS_ref_db.opt, SS_ref_db.ub);\n",
-      "    nlopt_set_min_objective(SS_ref_db.opt, obj_mp_sp, &SS_ref_db);\n",
-      "    nlopt_add_inequality_mconstraint(SS_ref_db.opt, m, sp_mp_c, NULL, SS_ref_db.tol_sf);\n",
-      "    nlopt_set_ftol_rel(SS_ref_db.opt, gv.obj_tol);\n",
-      "    nlopt_set_maxeval(SS_ref_db.opt, gv.maxeval);\n",
-      "    \n",
-      "    double minf;\n",
-      "    if (gv.maxeval==1){  \n",
-      "       // we are only interested in evaluating the objective function  \n",
-      "       minf = obj_mp_sp(n, x, NULL, &SS_ref_db);\n",
-      "    }\n",
-      "    else{\n",
-      "      // do optimization\n",
-      "      SS_ref_db.status = nlopt_optimize(SS_ref_db.opt, x, &minf);\n",
-      "    }\n",
-      "    /* Send back needed local solution parameters */\n",
-      "    for (int i = 0; i < SS_ref_db.n_xeos; i++){\n",
-      "       SS_ref_db.xeos[i] = x[i];\n",
-      "    }\n",
-      "    \n",
-      "    SS_ref_db.df   = minf;\n",
-      "    nlopt_destroy(SS_ref_db.opt);\n",
-      "    \n",
-      "    return SS_ref_db;\n",
-      "};\n",
-      "\n",
-      "save PC list to file   : MAGEMin_NLopt_mp_sp.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "# NLopt_opt_function\n",
-    "if 0==0:\n",
-    "    \n",
-    "\n",
-    "    \n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    \n",
-    "    out_name    = 'MAGEMin_NLopt_'+db0+'_'+ss0+\".txt\"\n",
-    "    text_file   = open(out_name, \"w\")\n",
-    "    \n",
-    "    op += 'SS_ref NLopt_opt_'+db0+'_'+ss0+'_function(global_variable gv, SS_ref SS_ref_db){\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'int    n_em     = SS_ref_db.n_em;\\n'\n",
-    "    op += os+'unsigned int n  = SS_ref_db.n_xeos;\\n'\n",
-    "    op += os+'unsigned int m  = SS_ref_db.n_sf;\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'double *x  = SS_ref_db.iguess; \\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'for (int i = 0; i < (SS_ref_db.n_xeos); i++){\\n'\n",
-    "    op += os+'   SS_ref_db.lb[i] = SS_ref_db.bounds[i][0];\\n'\n",
-    "    op += os+'   SS_ref_db.ub[i] = SS_ref_db.bounds[i][1];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'SS_ref_db.opt = nlopt_create(NLOPT_LD_CCSAQ, (n)); \\n'\n",
-    "    op += os+'nlopt_set_lower_bounds(SS_ref_db.opt, SS_ref_db.lb);\\n'\n",
-    "    op += os+'nlopt_set_upper_bounds(SS_ref_db.opt, SS_ref_db.ub);\\n'\n",
-    "    op += os+'nlopt_set_min_objective(SS_ref_db.opt, obj_'+db0+'_'+ss0+', &SS_ref_db);\\n'\n",
-    "    op += os+'nlopt_add_inequality_mconstraint(SS_ref_db.opt, m, '+ss0+'_'+db0+'_c, NULL, SS_ref_db.tol_sf);\\n'\n",
-    "    op += os+'nlopt_set_ftol_rel(SS_ref_db.opt, gv.obj_tol);\\n'\n",
-    "    op += os+'nlopt_set_maxeval(SS_ref_db.opt, gv.maxeval);\\n'\n",
-    "    op += os+'\\n'\n",
-    "    op += os+'double minf;\\n'\n",
-    "    op += os+'if (gv.maxeval==1){  \\n'\n",
-    "    op += os+'   // we are only interested in evaluating the objective function  \\n'\n",
-    "    op += os+'   minf = obj_'+db0+'_'+ss0+'(n, x, NULL, &SS_ref_db);\\n'\n",
-    "    op += os+'}\\n'\n",
-    "    op += os+'else{\\n'\n",
-    "    op += os+'  // do optimization\\n'\n",
-    "    op += os+'  SS_ref_db.status = nlopt_optimize(SS_ref_db.opt, x, &minf);\\n'\n",
-    "    op += os+'}\\n'\n",
-    "\n",
-    "    op += os+'/* Send back needed local solution parameters */\\n'\n",
-    "    op += os+'for (int i = 0; i < SS_ref_db.n_xeos; i++){\\n'\n",
-    "    op += os+'   SS_ref_db.xeos[i] = x[i];\\n'\n",
-    "    op += os+'}\\n'\n",
-    "   \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'SS_ref_db.df   = minf;\\n'\n",
-    "    op += os+'nlopt_destroy(SS_ref_db.opt);\\n' \n",
-    "    \n",
-    "    op += os+'\\n'\n",
-    "    op += os+'return SS_ref_db;\\n' \n",
-    "    op += '};\\n'  \n",
-    "    \n",
-    "    print(op)\n",
-    "    \n",
-    "    print(\"save PC list to file   :\",out_name, \"...\")\n",
-    "    n         = text_file.write(op)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 120,
-   "metadata": {
-    "code_folding": [
-     1
-    ]
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Database               : [ mp ]\n",
-      "Solution phase         : [ sp ]\n",
-      "Dims                   : [ 3 ]\n",
-      "step length            : [ 0.124 ]\n",
-      "number of subdivisions : [9, 9, 9]\n",
-      "time to generate PC    : 0.05004596710205078 seconds\n",
-      "number of generated PC : 405\n",
-      "save PC list to file   : MAGEMin_mp_sp_PC.txt ...\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Generate pseudocompounds\n",
-    "if 0==0:\n",
-    "    cv2sf = sf0\n",
-    "\n",
-    "    sf_pc = [0.0]*len(sf0)\n",
-    "    for ii, val in enumerate(sf):\n",
-    "        t0 = str(val)\n",
-    "        for i,val in enumerate(in_var):\n",
-    "            inv  = str(in_var[i])\n",
-    "            outv = str(out_var[i])\n",
-    "            t0 = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        cv2sf[ii] = t0\n",
-    "        \n",
-    "        \n",
-    "    # you should not have the need to change the following section\n",
-    "    ini_name    = db0+'_'+ss0+'_ini'+'(shift)';\n",
-    "    run_name    = db0+'_'+ss0+'(x)';\n",
-    "    out_name    = 'MAGEMin_'+db0+'_'+ss0+\"_PC.txt\"\n",
-    "    shift       = 0.0001;\n",
-    "    d           = n_em-1;\n",
-    "#     stp         = 0.249    \n",
-    "    print(\"Database               : [\",db0,\"]\")\n",
-    "    print(\"Solution phase         : [\",ss0,\"]\")\n",
-    "    print(\"Dims                   : [\",d,\"]\")\n",
-    "    print(\"step length            : [\",stp,\"]\") \n",
-    " \n",
-    "    # generalized nested loop\n",
-    "    xeos_list   = [];\n",
-    "    min_val     = 0;\n",
-    "    ip          = [min_val]*(d+1);\n",
-    "    nstep       = [min_val]*(d+1);\n",
-    "    min_arr     = [min_val]*(d+1);\n",
-    "    max_arr     = [min_val]*(d+1);\n",
-    "\n",
-    "    for i in range(0,d):\n",
-    "        nstep[i+1]   = int((Range[i][1] -Range[i][0])/stp)+1;\n",
-    "        min_arr[i+1] = Range[i][0];\n",
-    "        max_arr[i+1] = nstep[i+1];\n",
-    "\n",
-    "    print(\"number of subdivisions :\",nstep[1:]) \n",
-    "    t = time.time()\n",
-    "    xeos_list   = [];\n",
-    "    pp           = d\n",
-    "    while ip[0] == min_val:\n",
-    "\n",
-    "        x       = np.array(ip[1:d+1], dtype=np.float32)*stp+shift\n",
-    "        x      += np.array(min_arr[1:d+1], dtype=np.float32)\n",
-    "        sf_ok   = eval_sf(sf_pc,cv2sf)\n",
-    "\n",
-    "        if sf_ok == 1:\n",
-    "            xeos_list.append(x)\n",
-    "\n",
-    "        ip[pp] += 1;\n",
-    "        while ip[pp] == max_arr[pp]:\n",
-    "            ip[pp] = min_val;\n",
-    "            pp -= 1;\n",
-    "            ip[pp] += 1;\n",
-    "            if (ip[pp] != nstep[pp]):\n",
-    "                pp = d    \n",
-    "    elapsed = time.time() - t\n",
-    "\n",
-    "    # save pseudocompound list to file             \n",
-    "    text_file   = open(out_name, \"w\")\n",
-    "    out   = np.array(xeos_list)\n",
-    "    npc   = len(out);\n",
-    "    print(\"time to generate PC    :\",elapsed, \"seconds\")\n",
-    "    print(\"number of generated PC :\",npc)\n",
-    "    \n",
-    "    nxeos = d;\n",
-    "    pp    = 'struct ss_pc '+db0+'_'+ss0+'_pc_xeos['+str(npc)+'] = {\\n';\n",
-    "    for i in range(0,npc):\n",
-    "        pp += '{{'\n",
-    "        for j in range(0,nxeos):\n",
-    "            pp += str('%1.6f' %out[i][j])\n",
-    "            if j < nxeos-1:\n",
-    "                pp += (',')\n",
-    "            else:\n",
-    "                if i < npc-1:\n",
-    "                    pp += '}},'\n",
-    "                else:\n",
-    "                    pp += '}}};'\n",
-    "        pp += '\\n'\n",
-    "    \n",
-    "    print(\"save PC list to file   :\",out_name, \"...\")\n",
-    "    n         = text_file.write(pp)\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 121,
-   "metadata": {
-    "code_folding": [
-     2,
-     51
-    ],
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "save p2x to file   : MAGEMin_mp_sp_p2x.txt ...\n",
-      "    \n",
-      "/**\n",
-      "    Endmember to xeos for sp_mp\n",
-      "*/\n",
-      "void p2x_mp_sp(void *SS_ref_db, double eps){\n",
-      "    SS_ref *d  = (SS_ref *) SS_ref_db;\n",
-      "    \n",
-      "    d->iguess[2]  = d->p[3];\n",
-      "    d->iguess[1]  = 1.0 - d->p[2] - d->iguess[2];\n",
-      "    d->iguess[0] = (-d->p[1] + d->iguess[2] + 1.0)/(d->iguess[2] + 1.0);\n",
-      "    \n",
-      "    for (int i = 0; i < d->n_xeos; i++){\n",
-      "        if (d->iguess[i] < d->bounds[i][0]){\n",
-      "            d->iguess[i] = d->bounds[i][0];\n",
-      "        }\n",
-      "        if (d->iguess[i] > d->bounds[i][1]){\n",
-      "            d->iguess[i] = d->bounds[i][1];\n",
-      "        }\n",
-      "    }\n",
-      "    \n",
-      "}\n",
-      "\n",
-      "\n",
-      "Test computes the endmember fraction from random feasible cv (compositional variables), \n",
-      "then the corresponding endmember fraction are used to compute cv with the p2x function.\n",
-      "\n",
-      "Error norm (cv_in vs cv_out): [ 2.8277207466080897e-08 ]\n",
-      "random test passed (max norm tol = 1e-7), function can be used in MAGEMin\n"
-     ]
-    }
-   ],
-   "source": [
-    "test_p2x = 1;\n",
-    "# Generate P2X function\n",
-    "if 1 == 1:\n",
-    "    pout   = [0]*(n_em-1)\n",
-    "    iguess = [0]*(n_em-1)\n",
-    "\n",
-    "    for ii, val in enumerate(cv):\n",
-    "        t0 = str(val)\n",
-    "        for i in range(0,n_em):\n",
-    "            inv  = 'p'+str(i)\n",
-    "            outv = 'd->p['+str(i)+']'\n",
-    "            t0   = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        for i in range(0,n_em-1):\n",
-    "            inv  = in_var[i]\n",
-    "            outv = 'd->iguess['+str(i)+']'\n",
-    "            t0   = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pout[ii] = t0\n",
-    "    out_name    = 'MAGEMin_'+db0+'_'+ss0+\"_p2x.txt\"\n",
-    "    text_file   = open(out_name, \"w\")\n",
-    "    op = ''\n",
-    "    os = '    '\n",
-    "    op += os+'\\n' \n",
-    "    op += '/**\\n'\n",
-    "    op += os + 'Endmember to xeos for '+ss+'\\n'\n",
-    "    op += '*/\\n'\n",
-    "    op += 'void p2x_'+db0+'_'+ss0+'(void *SS_ref_db, double eps){\\n'\n",
-    "    op += os+'SS_ref *d  = (SS_ref *) SS_ref_db;\\n'\n",
-    "    op += os+'\\n' \n",
-    "    for i in pout:\n",
-    "        op += os+str(i)+';\\n'\n",
-    "        \n",
-    "    op += os+'\\n' \n",
-    "    op += os+'for (int i = 0; i < d->n_xeos; i++){\\n' \n",
-    "    op += os+os+'if (d->iguess[i] < d->bounds[i][0]){\\n' \n",
-    "    op += os+os+os+'d->iguess[i] = d->bounds[i][0];\\n' \n",
-    "    op += os+os+'}\\n' \n",
-    "    op += os+os+'if (d->iguess[i] > d->bounds[i][1]){\\n' \n",
-    "    op += os+os+os+'d->iguess[i] = d->bounds[i][1];\\n' \n",
-    "    op += os+os+'}\\n' \n",
-    "    op += os+'}\\n' \n",
-    "    op += os+'\\n' \n",
-    "    op += '}\\n'\n",
-    "    \n",
-    "\n",
-    "    print(\"save p2x to file   :\",out_name, \"...\")\n",
-    "    n         = text_file.write(op)\n",
-    "    \n",
-    "    \n",
-    "    print(op)\n",
-    "if test_p2x == 1:\n",
-    "    pt   = [0]*(n_em-1)\n",
-    "    ig   = [0]*(n_em-1)\n",
-    "\n",
-    "    for ii, val in enumerate(cv):\n",
-    "        t0 = str(val)\n",
-    "        for i in range(0,n_em):\n",
-    "            inv  = 'p'+str(i)\n",
-    "            outv = 'po['+str(i)+']'\n",
-    "            t0   = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        for i in range(0,n_em-1):\n",
-    "            inv  = in_var[i]\n",
-    "            outv = 'ig['+str(i)+']'\n",
-    "            t0   = replaceSymbols(t0,inv,outv) \n",
-    "\n",
-    "        pt[ii] = t0\n",
-    "\n",
-    "    xeos = list(xeos_list[random.randrange(0, len(xeos_list))])\n",
-    "    po   = [0.0]*n_em;\n",
-    "#     print('cv_in ',xeos) \n",
-    "    for i in range(0,n_em-1):\n",
-    "        exec ( in_var[i] +'='+ str(xeos[i]) )\n",
-    "\n",
-    "    for i in range(0,n_em):\n",
-    "        po[i] = (eval(str(p_fct_cv[i])))\n",
-    "\n",
-    "#     print('p     ',po)\n",
-    "\n",
-    "    for i in pt:\n",
-    "        exec(i)\n",
-    "\n",
-    "#     print('cv_p2x',ig) \n",
-    "#     print('')\n",
-    "    norm = np.linalg.norm(np.array(ig)-np.array(xeos));\n",
-    "    print('\\nTest computes the endmember fraction from random feasible cv (compositional variables), ')\n",
-    "    print('then the corresponding endmember fraction are used to compute cv with the p2x function.\\n')\n",
-    "    print('Error norm (cv_in vs cv_out): [',norm,']')\n",
-    "    if norm < 1e-7:\n",
-    "        print('random test passed (max norm tol = 1e-7), function can be used in MAGEMin')\n",
-    "    else:\n",
-    "        print('random test failled, correct p2x formulation')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.12"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/python/deprecated/XEOS_SIMPLEX_SS_GENERATOR.ipynb b/python/deprecated/XEOS_SIMPLEX_SS_GENERATOR.ipynb
deleted file mode 100755
index dec6f366..00000000
--- a/python/deprecated/XEOS_SIMPLEX_SS_GENERATOR.ipynb
+++ /dev/null
@@ -1,1053 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [],
-   "source": [
-    "# code to generate discrete solution model points\n",
-    "# and to save a list \"C function\" of compositional variables points \n",
-    "\n",
-    "# last update 25.01.22, NR\n",
-    "\n",
-    "# Igneous dataset Holland et al., 2018\n",
-    "# update tc634 + pl4T (Holland et al., 2020)\n",
-    "\n",
-    "import numpy as np"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "code_folding": [
-     2,
-     19,
-     38,
-     55,
-     73,
-     92,
-     112,
-     139,
-     167,
-     191,
-     211,
-     240,
-     272,
-     306,
-     346,
-     388,
-     423,
-     437,
-     455,
-     464,
-     476,
-     488,
-     500,
-     510,
-     519,
-     528,
-     537,
-     552,
-     570,
-     586
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# list of solution models\n",
-    "# site fractions ok?\n",
-    "def pli(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    ca  = x[0];\n",
-    "    k  = x[1];\n",
-    "\n",
-    "    sf[0] = 1 - k - ca\n",
-    "    sf[1] = ca\n",
-    "    sf[2] = k\n",
-    "\n",
-    "    for i in range(0,3):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def pl4T(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    ca  = x[0];\n",
-    "    k  = x[1];\n",
-    "\n",
-    "    sf[0]          = -1.0*ca - 1.0*k + 1.0;\n",
-    "    sf[1]          = ca;\n",
-    "    sf[2]          = k;\n",
-    "    sf[3]          = 0.25*ca + 0.25;\n",
-    "    sf[4]          = 0.75 - 0.25*ca;\n",
-    "\n",
-    "    for i in range(0,5):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ksp(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    na  = x[0];\n",
-    "    ca  = x[1];\n",
-    "\n",
-    "    sf[0] = 1 - ca - na\n",
-    "    sf[1] = na\n",
-    "    sf[2] = ca\n",
-    "\n",
-    "    for i in range(0,3):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ep(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    f = x[0];\n",
-    "    Q  = x[1];\n",
-    "\n",
-    "    sf[0] = f - Q\n",
-    "    sf[1] = 1 - f + Q\n",
-    "    sf[2] = f + Q\n",
-    "    sf[3] = 1 - f - Q\n",
-    "\n",
-    "    for i in range(0,4):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def cd(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    h  = x[1];\n",
-    "\n",
-    "    sf[0] = x1\n",
-    "    sf[1] = 1 - x1\n",
-    "    sf[2] = h\n",
-    "    sf[3] = 1 - h\n",
-    "    \n",
-    "    \n",
-    "    for i in range(0,4):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ol(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    c  = x[1];\n",
-    "    Q  = x[2];\n",
-    "\n",
-    "    sf[0] = 1 + Q - x1\n",
-    "    sf[1] = -Q + x1\n",
-    "    sf[2] = 1 - c - Q - x1 + c*x1\n",
-    "    sf[3] = Q + x1 + (-c)*x1\n",
-    "    sf[4] = c\n",
-    "    \n",
-    "    for i in range(0,5):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def mu(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    f  = x[2];\n",
-    "    n  = x[3];\n",
-    "    c  = x[4];\n",
-    "\n",
-    "    sf[0] = 1. - c - n\n",
-    "    sf[1] = n\n",
-    "    sf[2] = c\n",
-    "    sf[3] = 1. - x1 - y + x1*y\n",
-    "    sf[4] = x1 + (-x1)*y\n",
-    "    sf[5] = y\n",
-    "    sf[6] = 1. - f\n",
-    "    sf[7] = f\n",
-    "    sf[8] = 1. - 1./2.*c - 1./2.*y\n",
-    "    sf[9] = 1./2.*c + 1./2.*y \n",
-    "    \n",
-    "    for i in range(0,10):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def bi(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    f  = x[2];\n",
-    "    t  = x[3];\n",
-    "    Q  = x[4];\n",
-    "\n",
-    "    sf[0] = 1 - f - t - x1 - y - 2/3*Q + f*x1 + t*x1 + x1*y\n",
-    "    sf[1] = x1 + 2/3*Q + (-f)*x1 + (-t)*x1 + (-x1)*y\n",
-    "    sf[2] = f\n",
-    "    sf[3] = t\n",
-    "    sf[4] = y\n",
-    "    sf[5] = 1 + 1/3*Q - x1\n",
-    "    sf[6] = -1/3*Q + x1\n",
-    "    sf[7] = 1/2 - 1/2*f - 1/2*y\n",
-    "    sf[8] = 1/2 + 1/2*f + 1/2*y\n",
-    "    sf[9] = 1 - t\n",
-    "    sf[10] = t\n",
-    "    \n",
-    "    for i in range(0,11):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def g(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1 = x[0];\n",
-    "    c  = x[1];\n",
-    "    f  = x[2];\n",
-    "    cr = x[3];\n",
-    "    t  = x[4];\n",
-    "\n",
-    "    sf[0] = 1 - c - x1 + c*x1\n",
-    "    sf[1] = x1 + (-c)*x1\n",
-    "    sf[2] = c\n",
-    "    sf[3] = 1 - cr - f - 2*t\n",
-    "    sf[4] = cr\n",
-    "    sf[5] = f\n",
-    "    sf[6] = t\n",
-    "    \n",
-    "    for i in range(0,7):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def ilm(x):\n",
-    "\n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1 = x[0];\n",
-    "    Q  = x[1];\n",
-    "\n",
-    "    sf[0] = 1/2*x1 + 1/2*Q\n",
-    "    sf[1] = 1/2*x1 - 1/2*Q\n",
-    "    sf[2] = 1 - x1\n",
-    "    sf[3] = 1/2*x1 - 1/2*Q\n",
-    "    sf[4] = 1/2*x1 + 1/2*Q\n",
-    "    sf[5] = 1 - x1\n",
-    "    \n",
-    "    for i in range(0,6):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def spn(x):\n",
-    "#     p = [0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    c  = x[2];\n",
-    "    t  = x[3];\n",
-    "    Q1 = x[4];\n",
-    "    Q2 = x[5];\n",
-    "    Q3 = x[6];\n",
-    "\n",
-    "    sf[0]          = 2./3.*Q1 - 1./3.*t*x1 + 1./3.*t - 1./3.*x1 + 1./3.;\n",
-    "    sf[1]          = 2./3.*Q2 + 1./3.*t*x1 + 1./3.*x1;\n",
-    "    sf[2]          = -2./3.*Q1 - 2./3.*Q2 - 2./3.*Q3 + 2./3.*c*y + 2./3.*t*y - 1./3.*t - 2./3.*y + 2./3.;\n",
-    "    sf[3]          = 2./3.*Q3 - 2./3.*c*y - 2./3.*t*y + 2./3.*y;\n",
-    "    sf[4]          = -1./3.*Q1 - 1./3.*t*x1 + 1./3.*t - 1./3.*x1 + 1./3.;\n",
-    "    sf[5]          = -1./3.*Q2 + 1./3.*t*x1 + 1./3.*x1;\n",
-    "    sf[6]          = 1./3.*Q1 + 1./3.*Q2 + 1./3.*Q3 + 2./3.*c*y -c + 2./3.*t*y - 5./6.*t - 2./3.*y + 2./3.;\n",
-    "    sf[7]          = -1./3.*Q3 - 2./3.*c*y - 2./3.*t*y + 2./3.*y;\n",
-    "    sf[8]          = c;\n",
-    "    sf[9]          = 0.5*t;\n",
-    "    \n",
-    "    for i in range(0,10):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def opx(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "    \n",
-    "    x1  = x[0];\n",
-    "    y  = x[1];\n",
-    "    c  = x[2];\n",
-    "    Q  = x[3];\n",
-    "    f  = x[4];\n",
-    "    t  = x[5];\n",
-    "    cr = x[6];\n",
-    "    j  = x[7]; \n",
-    "\n",
-    "    sf[0]  = 1 - j - Q + t - x1 - y + j*Q + (-Q)*t + j*x1 + (-t)*x1 + Q*y + x1*y\n",
-    "    sf[1]  = Q + x1 + (-j)*Q + Q*t + (-j)*x1 + t*x1 + (-Q)*y + (-x1)*y\n",
-    "    sf[2]  = -cr - f + j + y - 2*t\n",
-    "    sf[3] = f\n",
-    "    sf[4]  = cr\n",
-    "    sf[5]  = t\n",
-    "    sf[6]  = 1 - c - j + Q - x1 + (-j)*Q + Q*t + c*x1 + j*x1 + (-Q)*y\n",
-    "    sf[7]  = -Q + x1 + j*Q + (-Q)*t + (-c)*x1 + (-j)*x1 + Q*y\n",
-    "    sf[8]  = c\n",
-    "    sf[9]  = j\n",
-    "    sf[10]   = 1 - 1/2*y\n",
-    "    sf[11]   = 1/2*y\n",
-    "    \n",
-    "    for i in range(0,12):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def cpx(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1  = x[0];\n",
-    "    y  = x[1];\n",
-    "    o  = x[2];\n",
-    "    n  = x[3];\n",
-    "    Q  = x[4];\n",
-    "    f  = x[5];\n",
-    "    cr = x[6];\n",
-    "    t  = x[7]; \n",
-    "    k  = x[8]; \n",
-    "    \n",
-    "    sf[0]  = 1 - k - n - Q + t - x1 - y + k*Q + n*Q + (-Q)*t + k*x1 + n*x1 + (-t)*x1 + Q*y + x1*y\n",
-    "    sf[1]  = Q + x1 + (-k)*Q + (-n)*Q + Q*t + (-k)*x1 + (-n)*x1 + t*x1 + (-Q)*y + (-x1)*y\n",
-    "    sf[2]  = -cr - f + k + n + y - 2*t\n",
-    "    sf[3]  = f\n",
-    "    sf[4]  = cr\n",
-    "    sf[5]  = t\n",
-    "    sf[6]  = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x1 + (-Q)*y\n",
-    "    sf[7]  = -Q + k*Q + n*Q + (-Q)*t + o*x1 + Q*y\n",
-    "    sf[8]  = 1 - k - n - o\n",
-    "    sf[9]  = n\n",
-    "    sf[10] = k\n",
-    "    sf[11] = 1 - 1/2*y\n",
-    "    sf[12] = 1/2*y\n",
-    "    \n",
-    "    for i in range(0,13):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def hb(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    x1 = x[0];\n",
-    "    y  = x[1];\n",
-    "    z  = x[2];\n",
-    "    a  = x[3];\n",
-    "    k  = x[4];\n",
-    "    c  = x[5];\n",
-    "    f  = x[6];\n",
-    "    t  = x[7]; \n",
-    "    Q1 = x[8]; \n",
-    "    Q2 = x[9]; \n",
-    "    \n",
-    "    sf[0]  = 1 - a\n",
-    "    sf[1]  = a + (-a)*k\n",
-    "    sf[2]  = a*k\n",
-    "    sf[3]  = 1 + Q1 - x1\n",
-    "    sf[4]  = -Q1 + x1\n",
-    "    sf[5]  = 1 - f + Q2 - t - x1 - y + (-f)*Q2 + (-Q2)*t + f*x1 + t*x1 + (-Q2)*y + x1*y\n",
-    "    sf[6]  = -Q2 + x1 + f*Q2 + Q2*t + (-f)*x1 + (-t)*x1 + Q2*y + (-x1)*y\n",
-    "    sf[7]  = y\n",
-    "    sf[8]  = f\n",
-    "    sf[9]  = t\n",
-    "    sf[10]  = c\n",
-    "    sf[11]  = 1 - c - Q2 - x1 - z - 3/2*Q1 + f*Q2 + Q2 *t + c*x1 + Q2*y + x1*z\n",
-    "    sf[12]  = Q2 + x1 + 3/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x1 + (-Q2)*y + (-x1)*z\n",
-    "    sf[13]  = z\n",
-    "    sf[14]  = 1 - 1/2*f - 1/2*t - 1/2*y + 1/2*z - 1/4*a\n",
-    "    sf[15]  = 1/2*f + 1/2*t + 1/2*y - 1/2*z + 1/4*a\n",
-    "    sf[16]  = 1 - t\n",
-    "    sf[17]  = t\n",
-    "    \n",
-    "    for i in range(0,18):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def liq(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    wo  = x[0];\n",
-    "    sl  = x[1];\n",
-    "    fo  = x[2];\n",
-    "    fa  = x[3];\n",
-    "    jd  = x[4];\n",
-    "    hm  = x[5];\n",
-    "    ek  = x[6];\n",
-    "    ti  = x[7]; \n",
-    "    kj  = x[8]; \n",
-    "    yct = x[9]; \n",
-    "    h2o = x[10]; \n",
-    "        \n",
-    "    sf[0]  = 1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3*ek - 3*fa - 3*fo - 3*hm - 3*jd - 3*kj - 3*sl - 3*ti - 3*wo - 3*h2o)\n",
-    "    sf[1]  = sl + 3/4*yct*sl + (-yct)\n",
-    "    sf[2]  = wo + 3/4*yct*wo + (-yct)\n",
-    "    sf[3]  = jd + 3/4*yct*jd\n",
-    "    sf[4]  = hm + 3/4*yct*hm\n",
-    "    sf[5]  = ek + 3/4*yct*ek\n",
-    "    sf[6]  = ti + 3/4*yct*ti\n",
-    "    sf[7]  = kj + 3/4*yct*kj\n",
-    "    sf[8]  = yct\n",
-    "    sf[9]  = fo + fa + 3/4*yct*(fo + fa)\n",
-    "    sf[10]  = 1 - h2o + (-3/4*yct)*h2o\n",
-    "    sf[11]  = 4*fo\n",
-    "    sf[12]  = 4*fa\n",
-    "    sf[13]  = wo\n",
-    "    sf[14]  = sl\n",
-    "    sf[15]  = 4*fo + 4*fa + sl + wo\n",
-    "    sf[16]  = h2o\n",
-    "    sf[17]  = 1 - h2o\n",
-    "    \n",
-    "    \n",
-    "    for i in range(0,18):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "def fl(x):\n",
-    "    \n",
-    "    sf_ok = 1;\n",
-    "\n",
-    "    wo  = x[0];\n",
-    "    sl  = x[1];\n",
-    "    fo  = x[2];\n",
-    "    fa  = x[3];\n",
-    "    jd  = x[4];\n",
-    "    hm  = x[5];\n",
-    "    ek  = x[6];\n",
-    "    ti  = x[7]; \n",
-    "    kj  = x[8]; \n",
-    "    h2o = x[9]; \n",
-    "        \n",
-    "    sf[0]  =  1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o\n",
-    "    sf[1]  =  sl\n",
-    "    sf[2]  =  wo\n",
-    "    sf[3]  =  fo\n",
-    "    sf[4]  =  fa\n",
-    "    sf[5]  =  jd\n",
-    "    sf[6]  =  hm\n",
-    "    sf[7]  =  ek\n",
-    "    sf[8]  =  ti\n",
-    "    sf[9]  =  kj\n",
-    "    sf[10] =  h2o\n",
-    "    sf[11] =  1 - h2o\n",
-    "    \n",
-    "    for i in range(0,12):\n",
-    "        if sf[i] <= 1e-8:\n",
-    "            sf_ok = 0;\n",
-    "    \n",
-    "    return(sf_ok)\n",
-    "\n",
-    "# bounds and infos\n",
-    "def spn_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 7;\n",
-    "    stp       = 0.199;\n",
-    "    range_ = [[0,1],\n",
-    "             [0,1],\n",
-    "             [0,1],\n",
-    "             [0,1],\n",
-    "             [-1,1],\n",
-    "             [-1,1],\n",
-    "             [-1,1]];\n",
-    "\n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def fl_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 11;\n",
-    "    stp       = 0.198;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def ilm_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.0499;\n",
-    "    range_    = [[0,1],\n",
-    "                 [-1,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def g_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 5;\n",
-    "    stp       = 0.198;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def bi_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 5;\n",
-    "    stp       = 0.124;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def mu_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 5;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,0.25]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def ol_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.];\n",
-    "    d         = 3;\n",
-    "    stp       = 0.098;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def pl4T_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.0249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def ep_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.049;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,0.5]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def cd_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.];\n",
-    "    d         = 2;\n",
-    "    stp       = 0.098;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def opx_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 8;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,2],\n",
-    "                 [0,1],\n",
-    "                 [-1,1],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def liq_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 11;\n",
-    "    stp       = 0.198;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,0.2],\n",
-    "                 [0,0.2],\n",
-    "                 [0,0.2],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [0,1]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def cpx_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 9;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,1],\n",
-    "                 [0,2],\n",
-    "                 [0,1],\n",
-    "                 [0,1],\n",
-    "                 [-0,5,0.5],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,1.0]];\n",
-    "    \n",
-    "    return (d,stp,range_,sf)\n",
-    "\n",
-    "def hb_ini(eps):\n",
-    "    sf        = [0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,0.];\n",
-    "    d         = 10;\n",
-    "    stp       = 0.249;\n",
-    "    range_    = [[0,.75],\n",
-    "                 [0,.75],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [0,.75],\n",
-    "                 [0,0.25],\n",
-    "                 [0,0.25],\n",
-    "                 [-0.5,0.5],\n",
-    "                 [-0.5,0.5]];\n",
-    "\n",
-    "    return (d,stp,range_,sf)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "code_folding": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "number of subdivisions: [0, 11, 11, 11]\n"
-     ]
-    }
-   ],
-   "source": [
-    "# choose you solution model here\n",
-    "ss          = \"ol\"\n",
-    "\n",
-    "# you should have the need to change the following section\n",
-    "ini_name    = ss+'_ini'+'(shift)';\n",
-    "run_name    = ss+'(x)';\n",
-    "out_name    = 'MAGEMin_'+ss+\"_PC.txt\"\n",
-    "shift       = 0.001;\n",
-    "\n",
-    "# d,stp,range_,sf = hb_ini(shift)\n",
-    "d,stp,range_,sf = eval(ini_name)\n",
-    "\n",
-    "# generalized nested loop\n",
-    "xeos_list   = [];\n",
-    "min_val     = 0;\n",
-    "ip          = [min_val]*(d+1);\n",
-    "nstep       = [min_val]*(d+1);\n",
-    "min_arr     = [min_val]*(d+1);\n",
-    "max_arr     = [min_val]*(d+1);\n",
-    "\n",
-    "for i in range(0,d):\n",
-    "    nstep[i+1]   = int((range_[i][1] -range_[i][0])/stp)+1;\n",
-    "    min_arr[i+1] = range_[i][0];\n",
-    "    max_arr[i+1] = nstep[i+1];\n",
-    "\n",
-    "print(\"number of subdivisions:\",nstep) \n",
-    "    \n",
-    "xeos_list   = [];\n",
-    "p           = d\n",
-    "while ip[0] == min_val:\n",
-    "    \n",
-    "    x       = np.array(ip[1:d+1], dtype=np.float32)*stp+shift\n",
-    "    x      += np.array(min_arr[1:d+1], dtype=np.float32)\n",
-    "    sf_ok   = eval(run_name)\n",
-    "\n",
-    "    if sf_ok == 1:\n",
-    "        xeos_list.append(x)\n",
-    "\n",
-    "    ip[p] += 1;\n",
-    "    while ip[p] == max_arr[p]:\n",
-    "        ip[p] = min_val;\n",
-    "        p -= 1;\n",
-    "        ip[p] += 1;\n",
-    "        if (ip[p] != nstep[p]):\n",
-    "            p = d"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "struct ss_pc ig_ol_pc_xeos[220] = {\n",
-      "{{0.099000,0.001000,0.001000}},\n",
-      "{{0.099000,0.099000,0.001000}},\n",
-      "{{0.099000,0.197000,0.001000}},\n",
-      "{{0.099000,0.295000,0.001000}},\n",
-      "{{0.099000,0.393000,0.001000}},\n",
-      "{{0.099000,0.491000,0.001000}},\n",
-      "{{0.099000,0.589000,0.001000}},\n",
-      "{{0.099000,0.687000,0.001000}},\n",
-      "{{0.099000,0.785000,0.001000}},\n",
-      "{{0.099000,0.883000,0.001000}},\n",
-      "{{0.099000,0.981000,0.001000}},\n",
-      "{{0.197000,0.001000,0.001000}},\n",
-      "{{0.197000,0.001000,0.099000}},\n",
-      "{{0.197000,0.099000,0.001000}},\n",
-      "{{0.197000,0.099000,0.099000}},\n",
-      "{{0.197000,0.197000,0.001000}},\n",
-      "{{0.197000,0.197000,0.099000}},\n",
-      "{{0.197000,0.295000,0.001000}},\n",
-      "{{0.197000,0.295000,0.099000}},\n",
-      "{{0.197000,0.393000,0.001000}},\n",
-      "{{0.197000,0.393000,0.099000}},\n",
-      "{{0.197000,0.491000,0.001000}},\n",
-      "{{0.197000,0.491000,0.099000}},\n",
-      "{{0.197000,0.589000,0.001000}},\n",
-      "{{0.197000,0.589000,0.099000}},\n",
-      "{{0.197000,0.687000,0.001000}},\n",
-      "{{0.197000,0.687000,0.099000}},\n",
-      "{{0.197000,0.785000,0.001000}},\n",
-      "{{0.197000,0.785000,0.099000}},\n",
-      "{{0.197000,0.883000,0.001000}},\n",
-      "{{0.197000,0.981000,0.001000}},\n",
-      "{{0.295000,0.001000,0.001000}},\n",
-      "{{0.295000,0.001000,0.099000}},\n",
-      "{{0.295000,0.001000,0.197000}},\n",
-      "{{0.295000,0.099000,0.001000}},\n",
-      "{{0.295000,0.099000,0.099000}},\n",
-      "{{0.295000,0.099000,0.197000}},\n",
-      "{{0.295000,0.197000,0.001000}},\n",
-      "{{0.295000,0.197000,0.099000}},\n",
-      "{{0.295000,0.197000,0.197000}},\n",
-      "{{0.295000,0.295000,0.001000}},\n",
-      "{{0.295000,0.295000,0.099000}},\n",
-      "{{0.295000,0.295000,0.197000}},\n",
-      "{{0.295000,0.393000,0.001000}},\n",
-      "{{0.295000,0.393000,0.099000}},\n",
-      "{{0.295000,0.393000,0.197000}},\n",
-      "{{0.295000,0.491000,0.001000}},\n",
-      "{{0.295000,0.491000,0.099000}},\n",
-      "{{0.295000,0.491000,0.197000}},\n",
-      "{{0.295000,0.589000,0.001000}},\n",
-      "{{0.295000,0.589000,0.099000}},\n",
-      "{{0.295000,0.589000,0.197000}},\n",
-      "{{0.295000,0.687000,0.001000}},\n",
-      "{{0.295000,0.687000,0.099000}},\n",
-      "{{0.295000,0.687000,0.197000}},\n",
-      "{{0.295000,0.785000,0.001000}},\n",
-      "{{0.295000,0.785000,0.099000}},\n",
-      "{{0.295000,0.883000,0.001000}},\n",
-      "{{0.295000,0.981000,0.001000}},\n",
-      "{{0.393000,0.001000,0.001000}},\n",
-      "{{0.393000,0.001000,0.099000}},\n",
-      "{{0.393000,0.001000,0.197000}},\n",
-      "{{0.393000,0.001000,0.295000}},\n",
-      "{{0.393000,0.099000,0.001000}},\n",
-      "{{0.393000,0.099000,0.099000}},\n",
-      "{{0.393000,0.099000,0.197000}},\n",
-      "{{0.393000,0.099000,0.295000}},\n",
-      "{{0.393000,0.197000,0.001000}},\n",
-      "{{0.393000,0.197000,0.099000}},\n",
-      "{{0.393000,0.197000,0.197000}},\n",
-      "{{0.393000,0.197000,0.295000}},\n",
-      "{{0.393000,0.295000,0.001000}},\n",
-      "{{0.393000,0.295000,0.099000}},\n",
-      "{{0.393000,0.295000,0.197000}},\n",
-      "{{0.393000,0.295000,0.295000}},\n",
-      "{{0.393000,0.393000,0.001000}},\n",
-      "{{0.393000,0.393000,0.099000}},\n",
-      "{{0.393000,0.393000,0.197000}},\n",
-      "{{0.393000,0.393000,0.295000}},\n",
-      "{{0.393000,0.491000,0.001000}},\n",
-      "{{0.393000,0.491000,0.099000}},\n",
-      "{{0.393000,0.491000,0.197000}},\n",
-      "{{0.393000,0.491000,0.295000}},\n",
-      "{{0.393000,0.589000,0.001000}},\n",
-      "{{0.393000,0.589000,0.099000}},\n",
-      "{{0.393000,0.589000,0.197000}},\n",
-      "{{0.393000,0.687000,0.001000}},\n",
-      "{{0.393000,0.687000,0.099000}},\n",
-      "{{0.393000,0.785000,0.001000}},\n",
-      "{{0.393000,0.785000,0.099000}},\n",
-      "{{0.393000,0.883000,0.001000}},\n",
-      "{{0.393000,0.981000,0.001000}},\n",
-      "{{0.491000,0.001000,0.001000}},\n",
-      "{{0.491000,0.001000,0.099000}},\n",
-      "{{0.491000,0.001000,0.197000}},\n",
-      "{{0.491000,0.001000,0.295000}},\n",
-      "{{0.491000,0.001000,0.393000}},\n",
-      "{{0.491000,0.099000,0.001000}},\n",
-      "{{0.491000,0.099000,0.099000}},\n",
-      "{{0.491000,0.099000,0.197000}},\n",
-      "{{0.491000,0.099000,0.295000}},\n",
-      "{{0.491000,0.099000,0.393000}},\n",
-      "{{0.491000,0.197000,0.001000}},\n",
-      "{{0.491000,0.197000,0.099000}},\n",
-      "{{0.491000,0.197000,0.197000}},\n",
-      "{{0.491000,0.197000,0.295000}},\n",
-      "{{0.491000,0.197000,0.393000}},\n",
-      "{{0.491000,0.295000,0.001000}},\n",
-      "{{0.491000,0.295000,0.099000}},\n",
-      "{{0.491000,0.295000,0.197000}},\n",
-      "{{0.491000,0.295000,0.295000}},\n",
-      "{{0.491000,0.393000,0.001000}},\n",
-      "{{0.491000,0.393000,0.099000}},\n",
-      "{{0.491000,0.393000,0.197000}},\n",
-      "{{0.491000,0.393000,0.295000}},\n",
-      "{{0.491000,0.491000,0.001000}},\n",
-      "{{0.491000,0.491000,0.099000}},\n",
-      "{{0.491000,0.491000,0.197000}},\n",
-      "{{0.491000,0.589000,0.001000}},\n",
-      "{{0.491000,0.589000,0.099000}},\n",
-      "{{0.491000,0.589000,0.197000}},\n",
-      "{{0.491000,0.687000,0.001000}},\n",
-      "{{0.491000,0.687000,0.099000}},\n",
-      "{{0.491000,0.785000,0.001000}},\n",
-      "{{0.491000,0.785000,0.099000}},\n",
-      "{{0.491000,0.883000,0.001000}},\n",
-      "{{0.491000,0.981000,0.001000}},\n",
-      "{{0.589000,0.001000,0.001000}},\n",
-      "{{0.589000,0.001000,0.099000}},\n",
-      "{{0.589000,0.001000,0.197000}},\n",
-      "{{0.589000,0.001000,0.295000}},\n",
-      "{{0.589000,0.001000,0.393000}},\n",
-      "{{0.589000,0.099000,0.001000}},\n",
-      "{{0.589000,0.099000,0.099000}},\n",
-      "{{0.589000,0.099000,0.197000}},\n",
-      "{{0.589000,0.099000,0.295000}},\n",
-      "{{0.589000,0.197000,0.001000}},\n",
-      "{{0.589000,0.197000,0.099000}},\n",
-      "{{0.589000,0.197000,0.197000}},\n",
-      "{{0.589000,0.197000,0.295000}},\n",
-      "{{0.589000,0.295000,0.001000}},\n",
-      "{{0.589000,0.295000,0.099000}},\n",
-      "{{0.589000,0.295000,0.197000}},\n",
-      "{{0.589000,0.393000,0.001000}},\n",
-      "{{0.589000,0.393000,0.099000}},\n",
-      "{{0.589000,0.393000,0.197000}},\n",
-      "{{0.589000,0.491000,0.001000}},\n",
-      "{{0.589000,0.491000,0.099000}},\n",
-      "{{0.589000,0.491000,0.197000}},\n",
-      "{{0.589000,0.589000,0.001000}},\n",
-      "{{0.589000,0.589000,0.099000}},\n",
-      "{{0.589000,0.687000,0.001000}},\n",
-      "{{0.589000,0.687000,0.099000}},\n",
-      "{{0.589000,0.785000,0.001000}},\n",
-      "{{0.589000,0.883000,0.001000}},\n",
-      "{{0.589000,0.981000,0.001000}},\n",
-      "{{0.687000,0.001000,0.001000}},\n",
-      "{{0.687000,0.001000,0.099000}},\n",
-      "{{0.687000,0.001000,0.197000}},\n",
-      "{{0.687000,0.001000,0.295000}},\n",
-      "{{0.687000,0.099000,0.001000}},\n",
-      "{{0.687000,0.099000,0.099000}},\n",
-      "{{0.687000,0.099000,0.197000}},\n",
-      "{{0.687000,0.197000,0.001000}},\n",
-      "{{0.687000,0.197000,0.099000}},\n",
-      "{{0.687000,0.197000,0.197000}},\n",
-      "{{0.687000,0.295000,0.001000}},\n",
-      "{{0.687000,0.295000,0.099000}},\n",
-      "{{0.687000,0.295000,0.197000}},\n",
-      "{{0.687000,0.393000,0.001000}},\n",
-      "{{0.687000,0.393000,0.099000}},\n",
-      "{{0.687000,0.491000,0.001000}},\n",
-      "{{0.687000,0.491000,0.099000}},\n",
-      "{{0.687000,0.589000,0.001000}},\n",
-      "{{0.687000,0.589000,0.099000}},\n",
-      "{{0.687000,0.687000,0.001000}},\n",
-      "{{0.687000,0.785000,0.001000}},\n",
-      "{{0.687000,0.883000,0.001000}},\n",
-      "{{0.687000,0.981000,0.001000}},\n",
-      "{{0.785000,0.001000,0.001000}},\n",
-      "{{0.785000,0.001000,0.099000}},\n",
-      "{{0.785000,0.001000,0.197000}},\n",
-      "{{0.785000,0.099000,0.001000}},\n",
-      "{{0.785000,0.099000,0.099000}},\n",
-      "{{0.785000,0.197000,0.001000}},\n",
-      "{{0.785000,0.197000,0.099000}},\n",
-      "{{0.785000,0.295000,0.001000}},\n",
-      "{{0.785000,0.295000,0.099000}},\n",
-      "{{0.785000,0.393000,0.001000}},\n",
-      "{{0.785000,0.393000,0.099000}},\n",
-      "{{0.785000,0.491000,0.001000}},\n",
-      "{{0.785000,0.491000,0.099000}},\n",
-      "{{0.785000,0.589000,0.001000}},\n",
-      "{{0.785000,0.687000,0.001000}},\n",
-      "{{0.785000,0.785000,0.001000}},\n",
-      "{{0.785000,0.883000,0.001000}},\n",
-      "{{0.785000,0.981000,0.001000}},\n",
-      "{{0.883000,0.001000,0.001000}},\n",
-      "{{0.883000,0.001000,0.099000}},\n",
-      "{{0.883000,0.099000,0.001000}},\n",
-      "{{0.883000,0.099000,0.099000}},\n",
-      "{{0.883000,0.197000,0.001000}},\n",
-      "{{0.883000,0.295000,0.001000}},\n",
-      "{{0.883000,0.393000,0.001000}},\n",
-      "{{0.883000,0.491000,0.001000}},\n",
-      "{{0.883000,0.589000,0.001000}},\n",
-      "{{0.883000,0.687000,0.001000}},\n",
-      "{{0.883000,0.785000,0.001000}},\n",
-      "{{0.883000,0.883000,0.001000}},\n",
-      "{{0.883000,0.981000,0.001000}},\n",
-      "{{0.981000,0.001000,0.001000}},\n",
-      "{{0.981000,0.099000,0.001000}},\n",
-      "{{0.981000,0.197000,0.001000}},\n",
-      "{{0.981000,0.295000,0.001000}},\n",
-      "{{0.981000,0.393000,0.001000}},\n",
-      "{{0.981000,0.491000,0.001000}},\n",
-      "{{0.981000,0.589000,0.001000}},\n",
-      "{{0.981000,0.687000,0.001000}},\n",
-      "{{0.981000,0.785000,0.001000}},\n",
-      "{{0.981000,0.883000,0.001000}}};\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "db    = 'ig'\n",
-    "text_file   = open(out_name, \"w\")\n",
-    "out   = np.array(xeos_list)\n",
-    "npc   = len(out);\n",
-    "nxeos = d;\n",
-    "pp    = 'struct ss_pc '+db+'_'+ss+'_pc_xeos['+str(len(out))+'] = {\\n';\n",
-    "for i in range(0,npc):\n",
-    "    pp += '{{'\n",
-    "    for j in range(0,nxeos):\n",
-    "        pp += str('%1.6f' %out[i][j])\n",
-    "        if j < nxeos-1:\n",
-    "            pp += (',')\n",
-    "        else:\n",
-    "            if i < npc-1:\n",
-    "                pp += '}},'\n",
-    "            else:\n",
-    "                pp += '}}};'\n",
-    "    pp += '\\n'\n",
-    "    \n",
-    "print(pp) \n",
-    "\n",
-    "n         = text_file.write(pp)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "celltoolbar": "Tags",
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.9"
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
-    "instance",
-    "_Feature"
-   ],
-   "window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/python/input_database_TC/cpxwing-CALIB-NewForm.txt b/python/input_database_TC/cpxwing-CALIB-NewForm.txt
deleted file mode 100755
index 36d7bdc9..00000000
--- a/python/input_database_TC/cpxwing-CALIB-NewForm.txt
+++ /dev/null
@@ -1,802 +0,0 @@
-#
- ====================================================================
- Cpxwing anhydrous phases dev
- ====================================================================
-#
-#
- =================================================================
- garnet: CFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- E-m    Formula                     Mixing sites
-                            M1            M2
-                            Mg  Fe  Ca    Al  Cr  Fe3 Mg  Ti
- py    Mg3Al2Si3O12         3   0   0     2   0   0   0   0
- alm   Fe3Al2Si3O12         0   3   0     2   0   0   0   0
- gr    Ca3Al2Si3O12         0   0   3     2   0   0   0   0
- andr  Ca3Fe2Si3O12         0   0   3     0   0   2   0   0
- knom  Mg3Cr2Si3O12         3   0   0     0   2   0   0   0
- tig   Mg3.5AlTi0.5Si3O12   3   0   0     1   0   0   1/2 1/2
-
- x -> xFeM1/(xFeM1 + xMgM1)
- c -> xCaM1
- f -> xFe3M2
- cr -> xCrM2
- t -> xTiM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(g) = 0.30000
-  c(g) = 0.20000
-  f(g) = 0.010000
-  cr(g) = 0.010000
-  t(g) = 0.0010000
-
- site fractions
-   xMgM1 = 1 - c - x + c*x
-   xFeM1 = x + (-c)*x
-   xCaM1 = c
-   xAlM2 = 1 - cr - f - 2t
-   xCrM2 = cr
-   xFe3M2 = f
-   xMgM2 = t
-   xTiM2 = t
-
- proportions
-   py = 1 - c - cr - x - 4t + c*x
-   alm = x + (-c)*x
-   gr = c - f
-   andr = f
-   knom = cr
-   tig = 4t
-
- ideal mixing activities
-  py = xMgM1**3*xAlM2**2
-  alm = xFeM1**3*xAlM2**2
-  gr = xCaM1**3*xAlM2**2
-  andr = xCaM1**3*xFe3M2**2
-  knom = xMgM1**3*xCrM2**2
-  tig = 8*xMgM1**3*xAlM2*xMgM2**(1/2)*xTiM2**(1/2)
-
- non-ideality by van laar
-  W(py,alm) = 4 + 0.1*P
-  W(py,gr) = 45.4 - 0.01*T + 0.04*P
-  W(py,andr) = 107 - 0.01*T - 0.036*P
-  W(py,knom) = 2
-  W(py,tig) = 0
-  W(alm,gr) = 17 - 0.01*T + 0.1*P
-  W(alm,andr) = 65 - 0.01*T + 0.039*P
-  W(alm,knom) = 6 + 0.01*P
-  W(alm,tig) = 0
-  W(gr,andr) = 2
-  W(gr,knom) = 1 - 0.01*T + 0.18*P
-  W(gr,tig) = 0
-  W(andr,knom) = 63 - 0.01*T + 0.1*P
-  W(andr,tig) = 0
-  W(knom,tig) = 0
-
-  v(py) = 1
-  v(alm) = 1
-  v(gr) = 2.5
-  v(andr) = 2.5
-  v(knom) = 1
-  v(tig) = 1
-
- "make" end-members
-  knom = knor + 18.2  (mod)
-  tig = py + 1/2 per + 1/2 ru - 1/2 cor + 46.7 - 0.0173*T  (make)
-
-#
- =================================================
- -------------------------------------------------
- Cpxwing: NCKFMASTOCr. Don't fiddle with the numbers, you'll BREAK cpxwing.
-
- coded by axe attack on 10 March 2022
-
-         M1m                      M1a                      M2c                  M2n                  T
-         Mg  Fe  Fe3 Al  Cr  Ti   Mg  Fe  Fe3 Al  Cr  Ti   Mg  Fe  Ca  Na  K    Mg  Fe  Ca  Na  K    Si  Al
- di      1/2 0   0   0   0   0    1/2 0   0   0   0   0    0   0   1/2 0   0    0   0   1/2 0   0    2   0
- cfs     0   1/2 0   0   0   0    0   1/2 0   0   0   0    0   1/2 0   0   0    0   1/2 0   0   0    2   0
- cen     1/2 0   0   0   0   0    1/2 0   0   0   0   0    1/2 0   0   0   0    1/2 0   0   0   0    2   0
- cts     0   0   0   1/2 0   0    0   0   0   1/2 0   0    0   0   1/2 0   0    0   0   1/2 0   0    1   1
- jd      0   0   0   1/2 0   0    0   0   0   1/2 0   0    0   0   0   1/2 0    0   0   0   1/2 0    2   0
- acm     0   0   1/2 0   0   0    0   0   1/2 0   0   0    0   0   0   1/2 0    0   0   0   1/2 0    2   0
- crdi    0   0   0   0   1/2 0    0   0   0   0   1/2 0    0   0   1/2 0   0    0   0   1/2 0   0    1   1
- cbuf    1/4 0   0   0   0   1/4  1/4 0   0   0   0   1/4  0   0   1/2 0   0    0   0   1/2 0   0    1   1
- kjd     0   0   0   1/2 0   0    0   0   0   1/2 0   0    0   0   0   0   1/2  0   0   0   0   1/2  2   0
- om      1/2 0   0   0   0   0    0   0   0   1/2 0   0    0   0   1/2 0   0    0   0   0   1/2 0    2   0
- mfm     0   1/2 0   0   0   0    1/2 0   0   0   0   0    0   0   1/2 0   0    0   0   1/2 0   0    2   0
- ifm     1/2 0   0   0   0   0    1/2 0   0   0   0   0    0   1/2 0   0   0    0   1/2 0   0   0    2   0
- jac     0   0   0   1/2 0   0    0   0   1/2 0   0   0    0   0   0   1/2 0    0   0   0   1/2 0    2   0
- dts     1/2 0   0   0   0   0    0   0   0   1/2 0   0    0   0   1/2 0   0    0   0   1/2 0   0    3/2 1/2
-
- x -> (xFeM1a + xFeM1m + xFeM2c + xFeM2n)/(xFeM1a + xFeM1m + xFeM2c + xFeM2n + xMgM1a + xMgM1m + xMgM2c + xMgM2n)
- y -> 2*xAlT
- o -> (xFeM2c + xFeM2n + xMgM2c + xMgM2n)/2
- n -> (xNaM2c + xNaM2n)/2
- f -> (xFe3M1a + xFe3M1m)/2
- cr -> (xCrM1a + xCrM1m)/2
- t -> (xTiM1a + xTiM1m)/2
- k -> (xKM2c + xKM2n)/2
- Qf -> (xFe3M1a - xFe3M1m)/2
- Qca -> (xCaM2c - xCaM2n)/2
- Qfm -> (xFeM1a + xFeM1m - xFeM2c - xFeM2n)/2
- Qf1 -> (-xFeM1a + xFeM1m)/2
- Qa -> (xAlM1a - xAlM1m)/2
-
- -------------------------------------------------
-#
-
- starting guesses
-  x(cpxw) = 0.15009
-  y(cpxw) = 0.12580
-  o(cpxw) = 0.30120
-  n(cpxw) = 0.075890
-  f(cpxw) = 0.017400
-  cr(cpxw) = 0.014600
-  t(cpxw) = 0.014400
-  k(cpxw) = 0.0090000
-  Qf(cpxw) = 0.0037000  range -1 <> 1  order variable
-  Qca(cpxw) = 0.064000  range -1 <> 1  order variable
-  Qfm(cpxw) = 0.071500  range -1 <> 1  order variable
-  Qf1(cpxw) = -0.14280  range -1 <> 1  order variable
-  Qa(cpxw) = 0.0041000  range -1 <> 1  order variable
-
- site fractions
-   xMgM1m = 1 - 1/2*Qfm - 1/2*x - k - n + Qa + Qf - Qf1 + t - y + 1/2*k*x + 1/2*n*x + (-1/2*o)*x + (-1/2*t)*x + 1/2*x*y
-   xFeM1m = 1/2*Qfm + 1/2*x + Qf1 + (-1/2*k)*x + (-1/2*n)*x + 1/2*o*x + 1/2*t*x + (-1/2*x)*y
-   xFe3M1m = f - Qf
-   xAlM1m = -cr - f + k + n - Qa + y - 2t
-   xCrM1m = cr
-   xTiM1m = t
-   xMgM1a = 1 - 1/2*Qfm - 1/2*x - k - n - Qa - Qf + Qf1 + t - y + 1/2*k*x + 1/2*n*x + (-1/2*o)*x + (-1/2*t)*x + 1/2*x*y
-   xFeM1a = 1/2*Qfm + 1/2*x - Qf1 + (-1/2*k)*x + (-1/2*n)*x + 1/2*o*x + 1/2*t*x + (-1/2*x)*y
-   xFe3M1a = f + Qf
-   xAlM1a = -cr - f + k + n + Qa + y - 2t
-   xCrM1a = cr
-   xTiM1a = t
-   xMgM2c = 1/2*Qfm - 1/2*x + o + 1/2*k*x + 1/2*n*x + (-1/2*o)*x + (-1/2*t)*x + 1/2*x*y
-   xFeM2c = -1/2*Qfm + 1/2*x + (-1/2*k)*x + (-1/2*n)*x + 1/2*o*x + 1/2*t*x + (-1/2*x)*y
-   xCaM2c = 1 - k - n - o + Qca
-   xNaM2c = n - Qca
-   xKM2c = k
-   xMgM2n = 1/2*Qfm - 1/2*x + o + 1/2*k*x + 1/2*n*x + (-1/2*o)*x + (-1/2*t)*x + 1/2*x*y
-   xFeM2n = -1/2*Qfm + 1/2*x + (-1/2*k)*x + (-1/2*n)*x + 1/2*o*x + 1/2*t*x + (-1/2*x)*y
-   xCaM2n = 1 - k - n - o - Qca
-   xNaM2n = n + Qca
-   xKM2n = k
-   xSiT = 1 - 1/2*y
-   xAlT = 1/2*y
-
- proportions
-   di = 1 - k - n - o - Qa - Qf - y - 2Qf1
-   cfs = 1/2*Qfm + 1/2*x - Qf1 + (-1/2*k)*x + (-1/2*n)*x + 1/2*o*x + 1/2*t*x + (-1/2*x)*y
-   cen = 1/2*Qfm - 1/2*x + o + 1/2*k*x + 1/2*n*x + (-1/2*o)*x + (-1/2*t)*x + 1/2*x*y
-   cts = -cr - Qa + Qca - Qf + y - 2t
-   jd = -f + n - Qca - Qf
-   acm = f - Qf
-   crdi = cr
-   cbuf = 2t
-   kjd = k
-   om = 2Qca
-   mfm = 2Qf1
-   ifm = Qf1 - Qfm
-   jac = 2Qf
-   dts = 2Qa - 2Qca + 2Qf
-
- ideal mixing activities
-  di = xMgM1m**(1/2)*xMgM1a**(1/2)*xCaM2c**(1/2)*xCaM2n**(1/2)*xSiT**(1/2)
-  cfs = xFeM1m**(1/2)*xFeM1a**(1/2)*xFeM2c**(1/2)*xFeM2n**(1/2)*xSiT**(1/2)
-  cen = xMgM1m**(1/2)*xMgM1a**(1/2)*xMgM2c**(1/2)*xMgM2n**(1/2)*xSiT**(1/2)
-  cts = 1.4142*xAlM1m**(1/2)*xAlM1a**(1/2)*xCaM2c**(1/2)*xCaM2n**(1/2)*xSiT**(1/4)*xAlT**(1/4)
-  jd = xAlM1m**(1/2)*xAlM1a**(1/2)*xNaM2c**(1/2)*xNaM2n**(1/2)*xSiT**(1/2)
-  acm = xFe3M1m**(1/2)*xFe3M1a**(1/2)*xNaM2c**(1/2)*xNaM2n**(1/2)*xSiT**(1/2)
-  crdi = 1.4142*xCrM1m**(1/2)*xCrM1a**(1/2)*xCaM2c**(1/2)*xCaM2n**(1/2)*xSiT**(1/4)*xAlT**(1/4)
-  cbuf = 2.8284*xMgM1m**(1/4)*xTiM1m**(1/4)*xMgM1a**(1/4)*xTiM1a**(1/4)*xCaM2c**(1/2)*xCaM2n**(1/2)*xSiT**(1/4)*xAlT**(1/4)
-  kjd = xAlM1m**(1/2)*xAlM1a**(1/2)*xKM2c**(1/2)*xKM2n**(1/2)*xSiT**(1/2)
-  om = xMgM1m**(1/2)*xAlM1a**(1/2)*xCaM2c**(1/2)*xNaM2n**(1/2)*xSiT**(1/2)
-  mfm = xFeM1m**(1/2)*xMgM1a**(1/2)*xCaM2c**(1/2)*xCaM2n**(1/2)*xSiT**(1/2)
-  ifm = xMgM1m**(1/2)*xMgM1a**(1/2)*xFeM2c**(1/2)*xFeM2n**(1/2)*xSiT**(1/2)
-  jac = xAlM1m**(1/2)*xFe3M1a**(1/2)*xNaM2c**(1/2)*xNaM2n**(1/2)*xSiT**(1/2)
-  dts = 1.3247*xMgM1m**(1/2)*xAlM1a**(1/2)*xCaM2c**(1/2)*xCaM2n**(1/2)*xSiT**(3/8)*xAlT**(1/8)
-
- non-ideality by van laar
-  W(di,cfs) = 22.4462
-  W(di,cen) = 29
-  W(di,cts) = 13
-  W(di,jd) = 26
-  W(di,acm) = 21
-  W(di,crdi) = 8
-  W(di,cbuf) = 8
-  W(di,kjd) = 26
-  W(di,om) = 15.75
-  W(di,mfm) = 2
-  W(di,ifm) = 19.3462
-  W(di,jac) = 24.65
-  W(di,dts) = 5.5
-  W(cfs,cen) = 8
-  W(cfs,cts) = 25
-  W(cfs,jd) = 45.1111
-  W(cfs,acm) = 54.7675
-  W(cfs,crdi) = 36.6667
-  W(cfs,cbuf) = 17.3333
-  W(cfs,kjd) = 31.1111
-  W(cfs,om) = 30
-  W(cfs,mfm) = 20.5
-  W(cfs,ifm) = 5.2
-  W(cfs,jac) = 30
-  W(cfs,dts) = 25.5
-  W(cen,cts) = 44
-  W(cen,jd) = 58
-  W(cen,acm) = 70.4154
-  W(cen,crdi) = 55
-  W(cen,cbuf) = 24
-  W(cen,kjd) = 40
-  W(cen,om) = 31.7
-  W(cen,mfm) = 30.5923
-  W(cen,ifm) = 5.2
-  W(cen,jac) = 58.5
-  W(cen,dts) = 33
-  W(cts,jd) = -3
-  W(cts,acm) = 1
-  W(cts,crdi) = 4
-  W(cts,cbuf) = 6
-  W(cts,kjd) = 6
-  W(cts,om) = 1.6
-  W(cts,mfm) = 10.2
-  W(cts,ifm) = 25
-  W(cts,jac) = 10.6
-  W(cts,dts) = 5.5
-  W(jd,acm) = 5
-  W(jd,crdi) = 3
-  W(jd,cbuf) = 16
-  W(jd,kjd) = 28
-  W(jd,om) = 15.5
-  W(jd,mfm) = 25.2
-  W(jd,ifm) = 48.9111
-  W(jd,jac) = 3
-  W(jd,dts) = 6.5
-  W(acm,crdi) = 0
-  W(acm,cbuf) = 15
-  W(acm,kjd) = 24
-  W(acm,om) = 16.4
-  W(acm,mfm) = 22.2
-  W(acm,ifm) = 56.4975
-  W(acm,jac) = 3
-  W(acm,dts) = 16.5
-  W(crdi,cbuf) = 6
-  W(crdi,kjd) = 3
-  W(crdi,om) = -3.5
-  W(crdi,mfm) = -1
-  W(crdi,ifm) = 36.6667
-  W(crdi,jac) = 8
-  W(crdi,dts) = 2
-  W(cbuf,kjd) = 16
-  W(cbuf,om) = -1.4
-  W(cbuf,mfm) = 5.5
-  W(cbuf,ifm) = 17.3333
-  W(cbuf,jac) = 8.5
-  W(cbuf,dts) = -1.2
-  W(kjd,om) = 12.5
-  W(kjd,mfm) = 13
-  W(kjd,ifm) = 31.1111
-  W(kjd,jac) = 10.2
-  W(kjd,dts) = 5
-  W(om,mfm) = 18.45
-  W(om,ifm) = 29.8325
-  W(om,jac) = 19.5
-  W(om,dts) = -3.3
-  W(mfm,ifm) = 22
-  W(mfm,jac) = 24.55
-  W(mfm,dts) = 8
-  W(ifm,jac) = 31.5575
-  W(ifm,dts) = 18.6
-  W(jac,dts) = 10
-
-  v(di) = 1.3
-  v(cfs) = 1
-  v(cen) = 1
-  v(cts) = 1.3
-  v(jd) = 1.3
-  v(acm) = 1.3
-  v(crdi) = 1.3
-  v(cbuf) = 1.3
-  v(kjd) = 1.3
-  v(om) = 1.3
-  v(mfm) = 1.3
-  v(ifm) = 1
-  v(jac) = 1.3
-  v(dts) = 1.3
-
- "make" end-members
-  cfs = fs + 4.9 - 0.0042*T + 0.049*P
-  cen = en + 1.32 - 0.00074*T + 0.032*P
-  cts = e-cats - 5
-  crdi = d-cats - jd + kos - 7 + 0.02*P
-  cbuf = - 1/2 cor + d-cats + 1/2 per + 1/2 ru - 16.2 - 0.0012*T - 0.005*P
-  kjd = - abh + e-san + jd + 11.7 + 0.6*P
-  om = 1/2 di + 1/2 jd - 3.8 + 0.001*T
-  mfm = di - 1/4 en + 1/4 fs + 2.73934 - 0.001622*T - 0.0181*P
-  ifm = 1/2 en + 1/2 fs - 5.72301 - 0.0002*T + 0.107626*P
-  jac = 1/2 acm + 1/2 jd - 5.4 + 0.001*T
-  dts = 1/2 di + 1/2 e-cats - 1.8 + 0.0005*T
-
-#
- =================================================
- -------------------------------------------------
- opx
-
- coded by axe attack on 13 December 2021
-
-         M1                       M2               T
-         Mg  Fe  Al  Fe3 Cr  Ti   Mg  Fe  Ca  Na   Si  Al
- en      1   0   0   0   0   0    1   0   0   0    2   0
- fs      0   1   0   0   0   0    0   1   0   0    2   0
- fm      1   0   0   0   0   0    0   1   0   0    2   0
- odi     1   0   0   0   0   0    0   0   1   0    2   0
- mgts    0   0   1   0   0   0    1   0   0   0    1   1
- occr    0   0   0   0   1   0    0   0   1   0    1   1
- octi    1/2 0   0   0   0   1/2  0   0   1   0    1   1
- oacm    0   0   0   1   0   0    0   0   0   1    2   0
- ojd     0   0   1   0   0   0    0   0   0   1    2   0
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2*xAlT
- c -> xCaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)
- f -> xFe3M1
- t -> xTiM1
- cr -> xCrM1
- j -> xNaM2
-
- -------------------------------------------------
-#
-
- starting guesses
-  x(opx) = 0.20000
-  y(opx) = 0.10000
-  c(opx) = 0.050000
-  Q(opx) = 0.030000  range -1 <> 1  order variable
-  f(opx) = 0.010000
-  t(opx) = 0.020000
-  cr(opx) = 0.0010000
-  j(opx) = 0.010000
-
- site fractions
-   xMgM1 = 1 - j - Q + t - x - y + j*Q + (-Q)*t + j*x + (-t)*x + Q*y + x*y
-   xFeM1 = Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y
-   xAlM1 = -cr - f + j + y - 2t
-   xFe3M1 = f
-   xCrM1 = cr
-   xTiM1 = t
-   xMgM2 = 1 - c - j + Q - x + (-j)*Q + Q*t + c*x + j*x + (-Q)*y
-   xFeM2 = -Q + x + j*Q + (-Q)*t + (-c)*x + (-j)*x + Q*y
-   xCaM2 = c
-   xNaM2 = j
-   xSiT = 1 - 1/2*y
-   xAlT = 1/2*y
-
- proportions
-   en = 1 - c + cr - j + Q - x - y + 2t + (-j)*Q + Q*t + c*x + j*x + (-Q)*y
-   fs = Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y
-   fm = -2Q + 2j*Q + (-2Q)*t + (-c)*x + (-t)*x + 2Q*y + x*y
-   odi = c - cr - 2t
-   mgts = -cr + y - 2t
-   occr = cr
-   octi = 2t
-   oacm = f
-   ojd = -f + j
-
- ideal mixing activities
-  en = xMgM1*xMgM2*xSiT**(1/2)
-  fs = xFeM1*xFeM2*xSiT**(1/2)
-  fm = xMgM1*xFeM2*xSiT**(1/2)
-  odi = xMgM1*xCaM2*xSiT**(1/2)
-  mgts = 1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  occr = 1.4142*xCrM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  octi = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  oacm = xFe3M1*xNaM2*xSiT**(1/2)
-  ojd = xAlM1*xNaM2*xSiT**(1/2)
-
- non-ideality by van laar
-  W(en,fs) = 5
-  W(en,fm) = 3
-  W(en,odi) = 28
-  W(en,mgts) = 11.5
-  W(en,occr) = 45
-  W(en,octi) = 26
-  W(en,oacm) = 79.4154
-  W(en,ojd) = 45
-  W(fs,fm) = 3
-  W(fs,odi) = 24
-  W(fs,mgts) = 8
-  W(fs,occr) = 30
-  W(fs,octi) = 19.3333
-  W(fs,oacm) = 62.212
-  W(fs,ojd) = 30
-  W(fm,odi) = 22.2
-  W(fm,mgts) = 8
-  W(fm,occr) = 30
-  W(fm,octi) = 19.3333
-  W(fm,oacm) = 63.942
-  W(fm,ojd) = 30
-  W(odi,mgts) = 50
-  W(odi,occr) = 8
-  W(odi,octi) = 8
-  W(odi,oacm) = 21
-  W(odi,ojd) = 33
-  W(mgts,occr) = 52.227
-  W(mgts,octi) = 45
-  W(mgts,oacm) = 40
-  W(mgts,ojd) = 29
-  W(occr,octi) = 6
-  W(occr,oacm) = 0
-  W(occr,ojd) = 3
-  W(octi,oacm) = 15
-  W(octi,ojd) = 16
-  W(oacm,ojd) = 5
-
-  v(en) = 1
-  v(fs) = 1
-  v(fm) = 1
-  v(odi) = 1.3
-  v(mgts) = 1
-  v(occr) = 1.3
-  v(octi) = 1.3
-  v(oacm) = 1.3
-  v(ojd) = 1.3
-
- "make" end-members
-  fm = 1/2 en + 1/2 fs - 11 + 0.004*T + 0.0586*P
-  odi = di + 3.7
-  occr = d-cats - jd + kos - 6 + 0.02*P
-  octi = - 1/2 cor + d-cats + 1/2 per + 1/2 ru - 11.2 - 0.0012*T - 0.005*P
-  oacm = acm + 5
-  ojd = jd + 3
-
-#
- =================================================================
- olivine: CFMS
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
-  E-m    Formula	   Mixing sites
-                     M1            M2
-                     Mg    Fe      Mg    Fe    Ca
- mont    CaMgSiO4    1     0       0     0     1
- fa      Fe2SiO4     0     1       0     1     0
- fo      Mg2SiO4     1     0       1     0     0
- cfm     MgFeSiO4    1     0       0     1     0   - ordered intermediate
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- c -> xCaM2
- Q -> x - xFeM1/(xFeM1 + xMgM1)   - order variable
-
- --------------------------------------------------
-#
-
- starting guesses
-  x(ol) = 0.10000
-  c(ol) = 0.0020000
-  Q(ol) = 0.010000  order variable
-
- site fractions
-   xMgM1 = 1 + Q - x
-   xFeM1 = -Q + x
-   xMgM2 = 1 - c - Q - x + c*x
-   xFeM2 = Q + x + (-c)*x
-   xCaM2 = c
-
- proportions
-   mont = c
-   fa = -Q + x
-   fo = 1 - c - Q - x + c*x
-   cfm = 2Q + (-c)*x
-
- ideal mixing activities
-  mont = xMgM1*xCaM2
-  fa = xFeM1*xFeM2
-  fo = xMgM1*xMgM2
-  cfm = xMgM1*xFeM2
-
- non-ideality by symmetric formalism
-  W(mont,fa) = 24
-  W(mont,fo) = 38
-  W(mont,cfm) = 24
-  W(fa,fo) = 9
-  W(fa,cfm) = 4.5
-  W(fo,cfm) = 4.5
-
- "make" end-members
-  cfm = 1/2 fa + 1/2 fo
-
-#
- =================================================================
- Spinel: FMATOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- coded by axe attack on 04 December 2015
-
- E-m  Formula                          Mixing sites
-                T                         M
-                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti
- nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel
- isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
- nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
- ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
- nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
- imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite
- pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite
- qndm Mg2TiO4   1     0     0     0       1     0     0     0     0     1    - qandilite
-
- x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
- y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
- c -> xCrM
- t -> 2 xTiM
- Q1 -> -xMgM + xMgT    - order variable
- Q2 -> -xFeM + xFeT    - order variable
- Q3 -> -xFe3M + xFe3T  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(spn) = 0.10000
-  y(spn) = 0.050000
-  c(spn) = 0.050000
-  t(spn) = 0.050000
-  Q1(spn) = 0.20000  range -1 <> 1  order variable
-  Q2(spn) = 0.20000  range -1 <> 1  order variable
-  Q3(spn) = 0.20000  range -1 <> 1  order variable
-
- site fractions
-   xMgT = 1/3 + 1/3*t - 1/3*x + 2/3*Q1 + (-1/3*t)*x
-   xFeT = 1/3*x + 2/3*Q2 + 1/3*t*x
-   xAlT = 2/3 - 1/3*t - 2/3*Q1 - 2/3*Q2 - 2/3*Q3 - 2/3*y + 2/3*c*y + 2/3*t*y
-   xFe3T = 2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   xMgM = 1/3 - 1/3*Q1 + 1/3*t - 1/3*x + (-1/3*t)*x
-   xFeM = -1/3*Q2 + 1/3*x + 1/3*t*x
-   xAlM = 2/3 + 1/3*Q1 + 1/3*Q2 + 1/3*Q3 - c - 2/3*y - 5/6*t + 2/3*c*y + 2/3*t*y
-   xFe3M = -1/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   xCrM = c
-   xTiM = 1/2*t
-
- proportions
-   nsp = 1/3 - 1/3*x - c + 2/3*Q1 - 2/3*t + (-1/3*t)*x
-   isp = 2/3 - 1/3*t - 2/3*Q1 - 2/3*x + (-2/3*t)*x
-   nhc = 1/3*x - 1/3*y + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y
-   ihc = -2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y
-   nmt = 1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y
-   imt = 2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   pcr = c
-   qndm = t
-
- ideal mixing activities
-  nsp = xMgT*xAlM
-  isp = 2*xAlT*xMgM**(1/2)*xAlM**(1/2)
-  nhc = xFeT*xAlM
-  ihc = 2*xAlT*xFeM**(1/2)*xAlM**(1/2)
-  nmt = xFeT*xFe3M
-  imt = 2*xFe3T*xFeM**(1/2)*xFe3M**(1/2)
-  pcr = xMgT*xCrM
-  qndm = 2*xMgT*xMgM**(1/2)*xTiM**(1/2)
-
- non-ideality by symmetric formalism
-  W(nsp,isp) = -8.2
-  W(nsp,nhc) = 3.5
-  W(nsp,ihc) = -13
-  W(nsp,nmt) = 43.2
-  W(nsp,imt) = 49.1
-  W(nsp,pcr) = -5
-  W(nsp,qndm) = 22.5
-  W(isp,nhc) = 4.4
-  W(isp,ihc) = -6
-  W(isp,nmt) = 36.8
-  W(isp,imt) = 20
-  W(isp,pcr) = 14
-  W(isp,qndm) = 21.5
-  W(nhc,ihc) = -8.2
-  W(nhc,nmt) = 18.1
-  W(nhc,imt) = 49
-  W(nhc,pcr) = -19
-  W(nhc,qndm) = 35.1
-  W(ihc,nmt) = -4
-  W(ihc,imt) = 7.6
-  W(ihc,pcr) = -11
-  W(ihc,qndm) = 9
-  W(nmt,imt) = 18.1
-  W(nmt,pcr) = 11.9
-  W(nmt,qndm) = 62.2
-  W(imt,pcr) = -6.4
-  W(imt,qndm) = 24.3
-  W(pcr,qndm) = 60
-
- "make" end-members
-  nsp = o-sp
-  isp = o-sp + 23.6 - 0.005763*T  (od)
-  nhc = o-herc
-  ihc = o-herc + 23.6 - 0.005763*T  (od)
-  nmt = e-mt + 0 + 0.005763*T  (od)
-  imt = e-mt + 0.3  (od)
-  pcr = picr
-  qndm = qnd - 30
-
-#
-----------------------------------------------------
- Holland, Green & Powell, submitted
-
-
- 4Tplag feldspar
-
-         A                   TB
-         Na    Ca    K       Al    Si
- ab      1     0     0       1     3
- san     0     0     1       1     3
- an      0     1     0       2     2
-
- ca -> xCaA
-
- k -> xKA
- -------------------------------------------------
-#
-
- starting guesses
-  ca(pl) = 0.80000
-  k(pl) = 0.030000
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4*ca
-   xSiTB = 3/4 - 1/4*ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)
-  an = 2*xCaA*xAlTB**(1/2)*xSiTB**(1/2)
-  san = 1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935*T - 0.04*P
-  W(ab,san) = 24.1 - 0.00957*T + 0.338*P
-  W(an,san) = 48.5 - 0.13*P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-#
- =================================================================
-
- Low-albite solid solution, for modelling the peristerite gap in
- metabasites
-
- Holland, TJB, Green, ECR & Powell, R (2021). A thermodynamic model
- for feldspars in KAlSi3O8-NaAlSi3O8-CaAl2Si2O8 for mineral
- equilibrium calculations. Journal of Metamorphic Geology, 1-14.
- Published online as DOI 10.1111/jmg.12639
-
- E-m   Formula        Mixing sites
-
-         		A
-         		NaSi    CaAl
- ab    NaAlSi3O8   	1       0
- an    CaAl2Si2O8  	0       1
-
- ca -> xCaA
-
- -------------------------------------------------
-#
-
- starting guesses
-  ca(abc) = 0.0010000
-
- site fractions
-   xNaA = 1 - ca
-   xCaA = ca
-
- proportions
-   abm = 1 - ca
-   anm = ca
-
- ideal mixing activities
-  abm = xNaA
-  anm = xCaA
-
- non-ideality by van laar
-  W(abm,anm) = 3.4
-
-  v(abm) = 0.64
-  v(anm) = 1
-
- "make" end-members
-  abm = e-ab - 1.746 + 0.002*T  (mod)
-  anm = e-an + 10  (mod)
-
-#
- -------------------------------------------------
- ilmenite
- Full disorder new model TJBH 2019
-
-         A                         B
-         Fe    Ti    Fe3   Mg      Fe    Ti    Fe3   Mg
- oilm    1     0     0     0       0     1     0     0
- dilm    1/2   1/2   0     0       1/2   1/2   0     0
- hem     0     0     1     0       0     0     1     0
- ogk     0     0     0     1       0     1     0     0
- dgk     0     1/2   0     1/2     0     1/2   0     1/2
-
- i -> 1 - xFe3A
-
-             xMgA + xMgB
- m -> -------------------------
-      xFeA + xFeB + xMgA + xMgB
-
- Q -> xFeA - xFeB
-
- Qt -> -xTiA + xTiB
- -------------------------------------------------
-#
-
- starting guesses
-  i(ilm) = 0.99000
-  m(ilm) = 0.20000
-  Q(ilm) = 0.40000  order variable
-  Qt(ilm) = 0.40000  order variable
-
- site fractions
-   xFeA = 1/2*i + 1/2*Q + (-1/2*i)*m
-   xTiA = 1/2*i - 1/2*Qt
-   xFe3A = 1 - i
-   xMgA = -1/2*Q + 1/2*Qt + 1/2*i*m
-   xFeB = 1/2*i - 1/2*Q + (-1/2*i)*m
-   xTiB = 1/2*i + 1/2*Qt
-   xFe3B = 1 - i
-   xMgB = 1/2*Q - 1/2*Qt + 1/2*i*m
-
- proportions
-   oilm = Q
-   dilm = i - Q + (-i)*m
-   hm = 1 - i
-   ogk = -Q + Qt
-   dgk = Q - Qt + i*m
-
- ideal mixing activities
-  oilm = xFeA**(1/2)*xTiB**(1/2)
-  dilm = 2*xFeA**(1/4)*xTiA**(1/4)*xFeB**(1/4)*xTiB**(1/4)
-  hm = xFe3A**(1/2)*xFe3B**(1/2)
-  ogk = xMgA**(1/2)*xTiB**(1/2)
-  dgk = 2*xTiA**(1/4)*xMgA**(1/4)*xTiB**(1/4)*xMgB**(1/4)
-
- non-ideality by symmetric formalism
-  W(oilm,dilm) = 7.05
-  W(oilm,hm) = 14.3
-  W(oilm,ogk) = -7.6
-  W(oilm,dgk) = 0.6
-  W(dilm,hm) = 7.25
-  W(dilm,ogk) = -5.5
-  W(dilm,dgk) = -2.2
-  W(hm,ogk) = 12.5
-  W(hm,dgk) = 2.7
-  W(ogk,dgk) = 8.3
-
- "make" end-members
-  oilm = o-ilm
-  dilm = d-ilm
-  hm = e-hem
-  ogk = o-geik
-  dgk = d-geik
-
diff --git a/python/input_database_TC/igG23_H18w_MAGEMin_descriptions.txt b/python/input_database_TC/igG23_H18w_MAGEMin_descriptions.txt
deleted file mode 100755
index c6edd9bb..00000000
--- a/python/input_database_TC/igG23_H18w_MAGEMin_descriptions.txt
+++ /dev/null
@@ -1,1491 +0,0 @@
-#
- ====================================================================
-
-X-eos for calculating diagrams for
-
-Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
-Corrections to recently published thermodynamic models for silicate melt.
-Journal of Petrology, in prep.
-
-X-eos current 20-04-2023
-
-This file last edited 20-04-2023 (ecrg)
-
-
-Solution phases in this file:
-
-Wet silicate melt            liq_G23Hw       After Holland et al (2018)
-Aqueous fluid                fl_G23H         Modified after Holland et al (2018),
-accompanies liq_G23Hw
-Feldspar (ternary)           fsp_H21         Holland et al (2021) (was pl4tr)
-Spinel (spinel, magnetite,   spn_T21         Tomlinson & Holland (2021)
-Cr-spinel)
-Garnet                       g_G23           This work, after Holland et al (2018)
-Olivine                      ol_H18          Holland et al (2018)
-Orthopyroxene                opx_G23         This work, after Holland (2018)
-Clinopyroxene                cpx_G23         This work, after Holland (2018)
-(augite, pigeonite)
-Ilmenite                     ilm_W23         Weller et al, in prep
-(ilmenite, hematite)
-Clinoamphibole (e.g.         hb_G16          Green et al (2016)
-hornblende, actinolite)
-Biotite                      bi_G23          This work, after White et al (2014)
-Epidote                      ep_H11          Holland & Powell (2011)
-Cordierite                   cd_H18          Holland et al (2018)
-
-
-------
-
-Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
-Corrections to recently published thermodynamic models for silicate melt.
-Journal of Petrology, in prep.
-
-Green, ECR, White, RW, Diener, JFA, Powell, R, Holland, TJB &
-Palin, RM (2016). Activity-composition relations for the calculation of partial
-melting equilibria in metabasic rocks. Journal of Metamorphic Geology, 34, 845-869.
-doi: 10.1111/jmg.12211
-
-Holland, TJB, Green, ECR & Powell, R (2021). A thermodynamic model for feldspars in
-KAlSi3O8-NaAlSi3O8-CaAl2Si2O8 for mineral equilibrium calculations.
-Journal of Metamorphic Geology, 1-14. doi: 10.1111/jmg.12639
-
-Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites through to
-granites: a simple thermodynamic model in the system KNCFMASHTOCr.
-Journal of Petrology, 59, 881-900. doi: 10.1093/petrology/egy048
-
-Holland, TJB & Powell, R (2011). An improved and extended internally consistent
-thermodynamic dataset for phases of petrological interest, involving a new equation
-of state for solids. Journal of Metamorphic Geology, 29, 333-383.
-doi: 10.1111/j.1525-1314.2010.00923.x
-
-Tomlinson, EL & Holland, TJB (2021). A thermodynamic model for the subsolidus
-evolution and melting of peridotite. Journal of Petrology, egab012, 1-23.
-doi: 10.1093/petrology/egab012
-
-Weller et al, in prep.
-
-White, RW, Powell, R, Holland, TJB, Johnson, TE & Green, ECR (2014). New mineral
-activity-composition relations for thermodynamic calculations in metapelitic systems.
-Journal of Metamorphic Geology, 32, 261-286. doi: 10.1111/jmg.12071
-
- ====================================================================
-#
-#
- =================================================================
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- This is an updated calibration of the H2O-bearing "wet" silicate melt x-eos
- in Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites through
- to granites: a simple thermodynamic model in the system KNCFMASHTOCr.
- Journal of Petrology 59, 881-900.
-
- Mixing	Made from dataset	Formula
- unit		end-members
- q4L    	4 qL        		4(SiO2)
- slL    	silL        		Al2SiO5
- wo1L   	woL         		CaSiO3
- fo2L   	2 foL       		Mg4Si2O8
- fa2L   	2 faL       		Fe4Si2O8
- jdL    	abL - qL    		NaAlSi2O6
- hmL    	1/2 hemL    		1/2(Fe2O3)
- ekL   	        1/2 eskL    		1/2(Cr2O3)
- tiL    	ruL         		TiO2
- kjL    	kspL - qL   		KAlSi2O6
- ctL    	woL + silL - qL		CaAl2SiO6
- h2o1L         h2oL                    H2O
-
- The composition variables are:
-
- wo ->  (p(woL) + yct)/(1 + Q)
- sl ->  (p(sl1L) + yct)/(1 + Q)
- fo ->  p(fo2L)/(1 + Q)
- fa ->  p(fa2L)/(1 + Q)
- jd ->  p(neL)/(1 + Q)
- hm ->  p(hmL)/(1 + Q)
- ek ->  p(ekL)/(1 + Q)
- ti ->  p(tiL)/(1 + Q)
- kj ->  p(kjL)/(1 + Q)
- h2o -> p(h2o1L)/(1 + Q)
-
- with p(z) the proportion of mixing unit z, and using Q = 3/4 yctL
- where yct = p(ctL).
- --------------------------------------------------------------------
-#
-
- starting guesses
-  wo(liq_G23Hw) = 0.20000  range 0 <> 1
-  sl(liq_G23Hw) = 0.20000  range 0 <> 1
-  fo(liq_G23Hw) = 0.10000  range 0 <> 1
-  fa(liq_G23Hw) = 0.10000  range 0 <> 1
-  jd(liq_G23Hw) = 0.050000  range 0 <> 1
-  hm(liq_G23Hw) = 0.0010000  range 0 <> 0.5
-  ek(liq_G23Hw) = 0.0010000  range 0 <> 0.5
-  ti(liq_G23Hw) = 0.0010000  range 0 <> 0.5
-  kj(liq_G23Hw) = 0.0010000  range 0 <> 1
-  yct(liq_G23Hw) = 0.0010000  range 0 <> 1  order variable
-  h2o(liq_G23Hw) = 0.0010000  range 0 <> 0.75
-
- site fractions
-   pq = 1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3ek - 3fa - 3fo - 3hm - 3jd - 3kj - 3sl - 3ti - 3wo - 3h2o)
-   psl = sl + 3/4*yct*sl + (-yct)
-   pwo = wo + 3/4*yct*wo + (-yct)
-   pjd = jd + 3/4*yct*jd
-   phm = hm + 3/4*yct*hm
-   pek = ek + 3/4*yct*ek
-   pti = ti + 3/4*yct*ti
-   pkj = kj + 3/4*yct*kj
-   pct = yct
-   pol = fo + fa + 3/4*yct*(fo + fa)
-   sumT = 1 - h2o + (-3/4*yct)*h2o
-   mgM = 4fo*(1 + 3/4*yct)
-   feM = 4fa*(1 + 3/4*yct)
-   CaM = wo*(1 + 3/4*yct) + (-yct)
-   AlM = sl*(1 + 3/4*yct) + (-yct)
-   sumM = (4fo + 4fa + sl + wo)*(1 + 3/4*yct) + (-2yct)
-   xh = h2o*(1 + 3/4*yct)
-   xv = 1 - h2o + (-3/4*yct)*h2o
-
- proportions
-   q4L = 1 - wo - sl - jd - fa - fo - hm - ek - ti - kj - h2o + 1/4*yct*(4 - 3ek - 3fa - 3fo - 3hm - 3jd - 3kj - 3sl - 3ti - 3wo - 3h2o)
-   slL = sl + 3/4*yct*sl + (-yct)
-   wo1L = wo + 3/4*yct*wo + (-yct)
-   fo2L = fo + 3/4*yct*fo
-   fa2L = fa + 3/4*yct*fa
-   jdL = jd + 3/4*yct*jd
-   hmL = hm + 3/4*yct*hm
-   ekL = ek + 3/4*yct*ek
-   tiL = ti + 3/4*yct*ti
-   kjL = kj + 3/4*yct*kj
-   ctL = yct
-   h2o1L = h2o + 3/4*yct*h2o
-
- ideal mixing activities
-  q4L = xv**2*sumT**-1*pq
-  slL = xv**2*sumT**-1*psl*AlM*sumM**-1
-  wo1L = xv**2*sumT**-1*pwo*CaM*sumM**-1
-  fo2L = xv**2*sumT**-1*pol*mgM**4*sumM**-4
-  fa2L = xv**2*sumT**-1*pol*feM**4*sumM**-4
-  jdL = xv**2*sumT**-1*pjd
-  hmL = xv**2*sumT**-1*phm
-  ekL = xv**2*sumT**-1*pek
-  tiL = xv**2*sumT**-1*pti
-  kjL = xv**2*sumT**-1*pkj
-  ctL = xv**2*sumT**-1*pct
-  h2o1L = xh**2
-
- non-ideality by van laar
-  W(q4L,slL) = 9.2 - 0.08*P
-  W(q4L,wo1L) = -10.3
-  W(q4L,fo2L) = -47.6 - 4.31*P
-  W(q4L,fa2L) = -13.1 - 0.53*P
-  W(q4L,jdL) = -15.5 - 0.11*P
-  W(q4L,hmL) = 20
-  W(q4L,ekL) = 0
-  W(q4L,tiL) = 24.1
-  W(q4L,kjL) = -20.1 - 0.05*P
-  W(q4L,ctL) = -14.2 + 0.03*P
-  W(q4L,h2o1L) = 18.7 - 0.71*P
-  W(slL,wo1L) = -28.5 + 0.83*P
-  W(slL,fo2L) = 1.2 + 0.1*P
-  W(slL,fa2L) = 2.5
-  W(slL,jdL) = 18.8 + 0.04*P
-  W(slL,hmL) = -5
-  W(slL,ekL) = 0
-  W(slL,tiL) = 16.2 - 0.04*P
-  W(slL,kjL) = 6.9 + 0.1*P
-  W(slL,ctL) = 3.7
-  W(slL,h2o1L) = 24.3 - 0.94*P
-  W(wo1L,fo2L) = 25.9 + 0.07*P
-  W(wo1L,fa2L) = 13.9
-  W(wo1L,jdL) = 0.1 - 0.03*P
-  W(wo1L,hmL) = 0
-  W(wo1L,ekL) = 0
-  W(wo1L,tiL) = 17.9
-  W(wo1L,kjL) = -0.5 + 0.1*P
-  W(wo1L,ctL) = 9.6 - 0.04*P
-  W(wo1L,h2o1L) = 53.2 - 1.1*P
-  W(fo2L,fa2L) = 17.9 + 0.03*P
-  W(fo2L,jdL) = 0.1 + 0.07*P
-  W(fo2L,hmL) = 0
-  W(fo2L,ekL) = 0
-  W(fo2L,tiL) = 9
-  W(fo2L,kjL) = 3.8 + 0.07*P
-  W(fo2L,ctL) = -7.6
-  W(fo2L,h2o1L) = 21 - 1.67*P
-  W(fa2L,jdL) = 8.3 - 0.04*P
-  W(fa2L,hmL) = -30
-  W(fa2L,ekL) = 0
-  W(fa2L,tiL) = -4.1
-  W(fa2L,kjL) = 9.4 + 0.1*P
-  W(fa2L,ctL) = -6.1
-  W(fa2L,h2o1L) = 20.9 - 1.6*P
-  W(jdL,hmL) = 9.8 + 0.01*P
-  W(jdL,ekL) = 0
-  W(jdL,tiL) = 15.4 + 0.14*P
-  W(jdL,kjL) = -4.7 + 0.1*P
-  W(jdL,ctL) = 6.8
-  W(jdL,h2o1L) = -10.1 - 0.06*P
-  W(hmL,ekL) = 0
-  W(hmL,tiL) = 0
-  W(hmL,kjL) = 8.9 + 0.1*P
-  W(hmL,ctL) = 0
-  W(hmL,h2o1L) = 57.4 - 0.66*P
-  W(ekL,tiL) = 0
-  W(ekL,kjL) = 0
-  W(ekL,ctL) = 0
-  W(ekL,h2o1L) = 30 - 0.66*P
-  W(tiL,kjL) = 9.6 + 0.04*P
-  W(tiL,ctL) = 0
-  W(tiL,h2o1L) = 29.2 - 0.6*P
-  W(kjL,ctL) = -5.4
-  W(kjL,h2o1L) = 2 + 0.06*P
-  W(ctL,h2o1L) = 8.9 - 0.03*P
-
-  v(q4L) = 100
-  v(slL) = 120
-  v(wo1L) = 140
-  v(fo2L) = 240
-  v(fa2L) = 100
-  v(jdL) = 120
-  v(hmL) = 100
-  v(ekL) = 100
-  v(tiL) = 100
-  v(kjL) = 100
-  v(ctL) = 100
-  v(h2o1L) = 65
-
- "make" end-members
-  q4L = 4 qL + 1.3 - 0.033*P  (mod)
-  slL = silL + 6.37 - 0.332*P  (mod)
-  wo1L = woL + 0.62 - 0.127*P  (mod)
-  fo2L = 2 foL + 7.72 - 0.155*P  (mod)
-  fa2L = 2 faL + 13.86 - 0.053*P  (mod)
-  jdL = abL - qL + 11.38 - 0.091*P  (make)
-  hmL = 1/2 hemL + 3 - 0.039*P  (mod)
-  ekL = 1/2 eskL + 25.17 + 0.244*P  (mod)
-  tiL = ruL - 6.41 - 0.224*P  (mod)
-  kjL = kspL - qL + 11.91 - 0.204*P  (make)
-  ctL = woL + silL - qL - 106.74 + 0.055*T + 0.051*P  (make)
-  h2o1L = h2oL + 3.59 - 0.0041*T + 0.00065*P  (mod)
-
-#
- =================================================================
- Aqueous fluid: KNCFMASTOCr
-
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted.
-
- W(x,H2O) and ?G^end-member parameters modified from:
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology 59, 881-900.
-
- All end-members except H2O mix together on one "site" as simple
- molecular mixing units. H2O occupies a second mixing unit with
- its entropic contribution doubled.
-
- Compositional variables simply represent the proportions of
- corresponding mixing units.
-
- End-members other than H2O are constructed by modifying the
- properties of "melt end-members". However the model does not allow
- for complete solution between silicate melt and aqueous fluid.
- --------------------------------------------------
-#
-
- starting guesses
-  wo(fl_G23H) = 0.0020000  range 0 <> 1
-  sl(fl_G23H) = 0.0020000  range 0 <> 1
-  fo(fl_G23H) = 0.0020000  range 0 <> 1
-  fa(fl_G23H) = 0.0020000  range 0 <> 1
-  jd(fl_G23H) = 0.0020000  range 0 <> 1
-  hm(fl_G23H) = 0.0010000  range 0 <> 1
-  ek(fl_G23H) = 0.0010000  range 0 <> 1
-  ti(fl_G23H) = 0.0010000  range 0 <> 1
-  kj(fl_G23H) = 0.0020000  range 0 <> 1
-  h2o(fl_G23H) = 0.95000  range 0 <> 1
-
- site fractions
-   pq = 1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o
-   psl = sl
-   pwo = wo
-   pfo = fo
-   pfa = fa
-   pjd = jd
-   phm = hm
-   pek = ek
-   pti = ti
-   pkj = kj
-   ph2o = h2o
-   fac = 1 - h2o
-
- proportions
-   qfL = 1 - wo - sl - fo - fa - jd - hm - ek - ti - kj - h2o
-   slfL = sl
-   wofL = wo
-   fofL = fo
-   fafL = fa
-   jdfL = jd
-   hmfL = hm
-   ekfL = ek
-   tifL = ti
-   kjfL = kj
-   H2O = h2o
-
- ideal mixing activities
-  qfL = fac*pq
-  slfL = fac*psl
-  wofL = fac*pwo
-  fofL = fac*pfo
-  fafL = fac*pfa
-  jdfL = fac*pjd
-  hmfL = fac*phm
-  ekfL = fac*pek
-  tifL = fac*pti
-  kjfL = fac*pkj
-  H2O = ph2o**2
-
- non-ideality by symmetric formalism
-  W(qfL,slfL) = 0
-  W(qfL,wofL) = 0
-  W(qfL,fofL) = 0
-  W(qfL,fafL) = 0
-  W(qfL,jdfL) = 0
-  W(qfL,hmfL) = 0
-  W(qfL,ekfL) = 0
-  W(qfL,tifL) = 0
-  W(qfL,kjfL) = 0
-  W(qfL,H2O) = 71.5 - 0.89*P
-  W(slfL,wofL) = 0
-  W(slfL,fofL) = 0
-  W(slfL,fafL) = 0
-  W(slfL,jdfL) = 0
-  W(slfL,hmfL) = 0
-  W(slfL,ekfL) = 0
-  W(slfL,tifL) = 0
-  W(slfL,kjfL) = 0
-  W(slfL,H2O) = 55.4 - 0.91*P
-  W(wofL,fofL) = 0
-  W(wofL,fafL) = 0
-  W(wofL,jdfL) = 0
-  W(wofL,hmfL) = 0
-  W(wofL,ekfL) = 0
-  W(wofL,tifL) = 0
-  W(wofL,kjfL) = 0
-  W(wofL,H2O) = 83.7 - 0.61*P
-  W(fofL,fafL) = 0
-  W(fofL,jdfL) = 0
-  W(fofL,hmfL) = 0
-  W(fofL,ekfL) = 0
-  W(fofL,tifL) = 0
-  W(fofL,kjfL) = 0
-  W(fofL,H2O) = 82.9 - 1.26*P
-  W(fafL,jdfL) = 0
-  W(fafL,hmfL) = 0
-  W(fafL,ekfL) = 0
-  W(fafL,tifL) = 0
-  W(fafL,kjfL) = 0
-  W(fafL,H2O) = 77.7 - 1.41*P
-  W(jdfL,hmfL) = 0
-  W(jdfL,ekfL) = 0
-  W(jdfL,tifL) = 0
-  W(jdfL,kjfL) = 0
-  W(jdfL,H2O) = 46.1 - 0.83*P
-  W(hmfL,ekfL) = 0
-  W(hmfL,tifL) = 0
-  W(hmfL,kjfL) = 0
-  W(hmfL,H2O) = 73 - 0.66*P
-  W(ekfL,tifL) = 0
-  W(ekfL,kjfL) = 0
-  W(ekfL,H2O) = 73 - 0.66*P
-  W(tifL,kjfL) = 0
-  W(tifL,H2O) = 75.9 - 0.66*P
-  W(kjfL,H2O) = 49.6 - 1.31*P
-
- "make" end-members
-  qfL = 4 qL + 2.65 - 0.071*P  (make)
-  slfL = silL + 6.29 - 0.386*P  (make)
-  wofL = woL - 0.2 - 0.161*P  (make)
-  fofL = 2 foL + 7.56 - 0.125*P  (make)
-  fafL = 2 faL + 15.54 - 0.103*P  (make)
-  jdfL = abL - qL + 10.59 - 0.385*P  (make)
-  hmfL = 1/2 hemL + 4.05 - 0.077*P  (make)
-  ekfL = 1/2 eskL + 24.75 + 0.245*P  (make)
-  tifL = ruL + 5.69 - 0.484*P  (make)
-  kjfL = kspL - qL + 12.21 - 0.345*P  (make)
-
-#
- ====================================================================
- ternary feldspar, 4TR model, with plagioclase-friendly
-         parameterisation.
-
- Holland, TJB, Green, ECR & Powell, R (2021). A thermodynamic model
- for feldspars in KAlSi3O8-NaAlSi3O8-CaAl2Si2O8 for mineral
- equilibrium calculations. Journal of Metamorphic Geology, 1-14.
- Published online as DOI 10.1111/jmg.12639
-
- E-m   Formula        Mixing sites
-                      A                   TB*
-                      Na    Ca    K       Al    Si
- ab    NaAlSi3O8      1     0     0       1     3
- san   KAlSi3O8       0     0     1       1     3
- an    CaAl2Si2O8     0     1     0       2     2
- *use 1/4 entropy of mixing from TB-sites
-
- ca -> xCaA
- k -> xKA
- --------------------------------------------------
-#
-
- starting guesses
-  ca(fsp_H21) = 0.80000  range 0 <> 1
-  k(fsp_H21) = 0.030000  range 0 <> 1
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4*ca
-   xSiTB = 3/4 - 1/4*ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)
-  an = 2*xCaA*xAlTB**(1/2)*xSiTB**(1/2)
-  san = 1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935*T - 0.04*P
-  W(ab,san) = 24.1 - 0.00957*T + 0.338*P
-  W(an,san) = 48.5 - 0.13*P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-#
- ====================================================================
- Spinel: FMATOCr
-
- Tomlinson, EL & Holland, TJB (2021). A thermodynamic model for
- the subsolidus evolution and melting of peridotite.
- Journal of Petrology, egab012, 1-23.
- doi: 10.1093/petrology/egab012
-
-
- E-m  Formula                          Mixing sites
-                T                         M
-                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti
- nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel
- isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
- nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
- ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
- nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
- imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite
- pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite
- usp  Fe2TiO4   0     1     0     0       0     1     0     0     0     1    - ulvospinel
-
- x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
- y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
- c -> xCrM
- t -> 2 xTiM
- Q1 -> -xMgM + xMgT    - order variable
- Q2 -> -xFeM + xFeT    - order variable
- Q3 -> -xFe3M + xFe3T  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(spn_T21) = 0.10000  range 0 <> 1
-  y(spn_T21) = 0.050000  range 0 <> 1
-  c(spn_T21) = 0.050000  range 0 <> 1
-  t(spn_T21) = 0.050000  range 0 <> 1
-  Q1(spn_T21) = 0.20000  range -1 <> 1  order variable
-  Q2(spn_T21) = 0.20000  range -1 <> 1  order variable
-  Q3(spn_T21) = 0.20000  range -1 <> 1  order variable
-
- site fractions
-   xMgT = 1/3 + 1/3*t - 1/3*x + 2/3*Q1 + (-1/3*t)*x
-   xFeT = 1/3*x + 2/3*Q2 + 1/3*t*x
-   xAlT = 2/3 - 1/3*t - 2/3*Q1 - 2/3*Q2 - 2/3*Q3 - 2/3*y + 2/3*c*y + 2/3*t*y
-   xFe3T = 2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   xMgM = 1/3 - 1/3*Q1 + 1/3*t - 1/3*x + (-1/3*t)*x
-   xFeM = -1/3*Q2 + 1/3*x + 1/3*t*x
-   xAlM = 2/3 + 1/3*Q1 + 1/3*Q2 + 1/3*Q3 - c - 2/3*y - 5/6*t + 2/3*c*y + 2/3*t*y
-   xFe3M = -1/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   xCrM = c
-   xTiM = 1/2*t
-
- proportions
-   nsp = 1/3 + 1/3*t - 1/3*x - c + 2/3*Q1 + (-1/3*t)*x
-   isp = 2/3 - 2/3*Q1 + 2/3*t - 2/3*x + (-2/3*t)*x
-   nhc = 1/3*x - 1/3*y - t + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y
-   ihc = -t - 2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y
-   nmt = 1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y
-   imt = 2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   pcr = c
-   usp = t
-
- ideal mixing activities
-  nsp = xMgT*xAlM
-  isp = 2*xAlT*xMgM**(1/2)*xAlM**(1/2)
-  nhc = xFeT*xAlM
-  ihc = 2*xAlT*xFeM**(1/2)*xAlM**(1/2)
-  nmt = xFeT*xFe3M
-  imt = 2*xFe3T*xFeM**(1/2)*xFe3M**(1/2)
-  pcr = xMgT*xCrM
-  usp = 2*xFeT*xFeM**(1/2)*xTiM**(1/2)
-
- non-ideality by van laar
-  W(nsp,isp) = -6.7
-  W(nsp,nhc) = 3.6
-  W(nsp,ihc) = -9.8
-  W(nsp,nmt) = 43.2
-  W(nsp,imt) = 49.5
-  W(nsp,pcr) = -38.4 - 0.08*P
-  W(nsp,usp) = 40
-  W(isp,nhc) = 2.7
-  W(isp,ihc) = -3.5
-  W(isp,nmt) = 36.8
-  W(isp,imt) = 20.7
-  W(isp,pcr) = -21.6 - 0.08*P
-  W(isp,usp) = 38.2
-  W(nhc,ihc) = -6
-  W(nhc,nmt) = 17.5
-  W(nhc,imt) = 51.6
-  W(nhc,pcr) = -53.8
-  W(nhc,usp) = 25.7
-  W(ihc,nmt) = -4.1
-  W(ihc,imt) = 10
-  W(ihc,pcr) = -38.8
-  W(ihc,usp) = 21
-  W(nmt,imt) = 18.1
-  W(nmt,pcr) = 12.1
-  W(nmt,usp) = 5.2
-  W(imt,pcr) = -8.7
-  W(imt,usp) = 21.5
-  W(pcr,usp) = 15
-
-  v(nsp) = 1
-  v(isp) = 1
-  v(nhc) = 1
-  v(ihc) = 1
-  v(nmt) = 1
-  v(imt) = 1
-  v(pcr) = 1
-  v(usp) = 0.9
-
- "make" end-members
-  nsp = o-sp
-  isp = o-sp + 23.5 - 0.005763*T  (od)
-  nhc = o-herc
-  ihc = o-herc + 23.6 - 0.005763*T  (od)
-  nmt = e-mt + 0 + 0.005763*T  (od)
-  imt = e-mt + 0.3  (od)
-  pcr = picr
-
-#
- =================================================================
- garnet: CFMASTOCr
-
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- After:
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900,
- with minor modifications to W and ?G^end-member values in Ti- and
- Cr-bearing subsystems.
-
- E-m    Formula                     Mixing sites
-                            M1            M2
-                            Mg  Fe  Ca    Al  Cr  Fe3 Mg  Ti
- py    Mg3Al2Si3O12         3   0   0     2   0   0   0   0
- alm   Fe3Al2Si3O12         0   3   0     2   0   0   0   0
- gr    Ca3Al2Si3O12         0   0   3     2   0   0   0   0
- andr  Ca3Fe2Si3O12         0   0   3     0   0   2   0   0
- knom  Mg3Cr2Si3O12         3   0   0     0   2   0   0   0
- tig   Mg3.5AlTi0.5Si3O12   3   0   0     1   0   0   1/2 1/2
-
- x -> xFeM1/(xFeM1 + xMgM1)
- c -> xCaM1
- f -> xFe3M2
- cr -> xCrM2
- t -> xTiM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(g_G23) = 0.30000  range 0 <> 1
-  c(g_G23) = 0.20000  range 0 <> 1
-  f(g_G23) = 0.010000  range 0 <> 1
-  cr(g_G23) = 0.010000  range 0 <> 1
-  t(g_G23) = 0.0010000  range 0 <> 1
-
- site fractions
-   xMgM1 = 1 - c - x + c*x
-   xFeM1 = x + (-c)*x
-   xCaM1 = c
-   xAlM2 = 1 - cr - f - 2t
-   xCrM2 = cr
-   xFe3M2 = f
-   xMgM2 = t
-   xTiM2 = t
-
- proportions
-   py = 1 - c - cr - x - 4t + c*x
-   alm = x + (-c)*x
-   gr = c - f
-   andr = f
-   knr = cr
-   tig = 4t
-
- ideal mixing activities
-  py = xMgM1**3*xAlM2**2
-  alm = xFeM1**3*xAlM2**2
-  gr = xCaM1**3*xAlM2**2
-  andr = xCaM1**3*xFe3M2**2
-  knr = xMgM1**3*xCrM2**2
-  tig = 8*xMgM1**3*xAlM2*xMgM2**(1/2)*xTiM2**(1/2)
-
- non-ideality by van laar
-  W(py,alm) = 4 + 0.1*P
-  W(py,gr) = 45.4 - 0.01*T + 0.04*P
-  W(py,andr) = 107 - 0.01*T - 0.036*P
-  W(py,knr) = 2
-  W(py,tig) = 0
-  W(alm,gr) = 17 - 0.01*T + 0.1*P
-  W(alm,andr) = 65 - 0.01*T + 0.039*P
-  W(alm,knr) = 8.2 + 0.01*P
-  W(alm,tig) = 0
-  W(gr,andr) = 2
-  W(gr,knr) = 5 - 0.01*T + 0.18*P
-  W(gr,tig) = 0
-  W(andr,knr) = 63 - 0.01*T + 0.1*P
-  W(andr,tig) = 0
-  W(knr,tig) = 0
-
-  v(py) = 1
-  v(alm) = 1
-  v(gr) = 2.5
-  v(andr) = 2.5
-  v(knr) = 1
-  v(tig) = 1
-
- "make" end-members
-  knr = knor
-  tig = py + 1/2 per + 1/2 ru - 1/2 cor + 53.5 - 0.0173*T  (make)
-
-#
- ====================================================================
- olivine: CFMS
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
-  E-m    Formula	   Mixing sites
-                     M1            M2
-                     Mg    Fe      Mg    Fe    Ca
- mont    CaMgSiO4    1     0       0     0     1
- fa      Fe2SiO4     0     1       0     1     0
- fo      Mg2SiO4     1     0       1     0     0
- cfm     MgFeSiO4    1     0       0     1     0   - ordered intermediate
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- c -> xCaM2
- Q -> x - xFeM1/(xFeM1 + xMgM1)   - order variable
-
- --------------------------------------------------
-#
-
- starting guesses
-  x(ol_H18) = 0.10000  range 0 <> 1
-  c(ol_H18) = 0.0020000  range 0 <> 1
-  Q(ol_H18) = 0.010000  range 0 <> 1  order variable
-
- site fractions
-   xMgM1 = 1 + Q - x
-   xFeM1 = -Q + x
-   xMgM2 = 1 - c - Q - x + c*x
-   xFeM2 = Q + x + (-c)*x
-   xCaM2 = c
-
- proportions
-   mnt = c
-   fa = -Q + x
-   fo = 1 - c - Q - x + c*x
-   cfm = 2Q + (-c)*x
-
- ideal mixing activities
-  mnt = xMgM1*xCaM2
-  fa = xFeM1*xFeM2
-  fo = xMgM1*xMgM2
-  cfm = xMgM1*xFeM2
-
- non-ideality by symmetric formalism
-  W(mnt,fa) = 24
-  W(mnt,fo) = 38
-  W(mnt,cfm) = 24
-  W(fa,fo) = 9
-  W(fa,cfm) = 4.5
-  W(fo,cfm) = 4.5
-
- "make" end-members
-  mnt = mont
-  cfm = 1/2 fa + 1/2 fo
-
-#
- =================================================================
- Orthopyroxene: NCFMASTOCr
-
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- After:
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900,
- with minor modifications to W and ?G^end-member values, especially in Ti-
- and Cr-bearing subsystems.
-
- E-m   Formula                         Mixing sites
-                        M1                        M2                T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na    Si  Al
- en    Mg2Si2O6         1   0   0   0   0   0     1   0   0   0     2   0
- fs    Fe2Si2O6         0   1   0   0   0   0     0   1   0   0     2   0
- fm    MgFeSi2O6        1   0   0   0   0   0     0   1   0   0     2   0   - ordered intermediate
- odi   CaMgSi2O6        1   0   0   0   0   0     0   0   1   0     2   0
- mgts  MgAl2SiO6        0   0   1   0   0   0     1   0   0   0     1   1
- cren  MgCrAlSiO6       0   0   0   0   1   0     1   0   0   0     1   1
- obuf  Mg1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   1   0   0   0     1   1
- mess  MgFeAlSiO6       0   0   0   1   0   0     1   0   0   0     1   1
- ojd   NaAlSi2O6        0   0   1   0   0   0     0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- c -> xCaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)  - order variable
- f -> xFe3M1
- t -> xTiM1
- cr -> xCrM1
- j -> xNaM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(opx_G23) = 0.050000  range 0 <> 1
-  y(opx_G23) = 0.0060000  range 0 <> 2
-  c(opx_G23) = 0.025000  range 0 <> 1
-  Q(opx_G23) = 0.032000  range -1 <> 1  order variable
-  f(opx_G23) = 0.0010000  range 0 <> 1
-  t(opx_G23) = 0.0010000  range 0 <> 1
-  cr(opx_G23) = 0.0010000  range 0 <> 1
-  j(opx_G23) = 0.0010000  range 0 <> 1
-
- site fractions
-   xMgM1 = 1 - j - Q + t - x - y + j*Q + (-Q)*t + j*x + (-t)*x + Q*y + x*y
-   xFeM1 = Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y
-   xAlM1 = -cr - f + j + y - 2t
-   xFe3M1 = f
-   xCrM1 = cr
-   xTiM1 = t
-   xMgM2 = 1 - c - j + Q - x + (-j)*Q + Q*t + c*x + j*x + (-Q)*y
-   xFeM2 = -Q + x + j*Q + (-Q)*t + (-c)*x + (-j)*x + Q*y
-   xCaM2 = c
-   xNaM2 = j
-   xSiT = 1 - 1/2*y
-   xAlT = 1/2*y
-
- proportions
-   en = 1 - c - j + Q - x - y + (-j)*Q + Q*t + c*x + j*x + (-Q)*y
-   fs = Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y
-   fm = -2Q + 2j*Q + (-2Q)*t + (-c)*x + (-t)*x + 2Q*y + x*y
-   odi = c
-   mgts = -cr - f + y - 2t
-   cren = cr
-   obuf = 2t
-   mess = f
-   ojd = j
-
- ideal mixing activities
-  en = xMgM1*xMgM2*xSiT**(1/2)
-  fs = xFeM1*xFeM2*xSiT**(1/2)
-  fm = xMgM1*xFeM2*xSiT**(1/2)
-  odi = xMgM1*xCaM2*xSiT**(1/2)
-  mgts = 1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  cren = 1.4142*xCrM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  obuf = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  mess = 1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  ojd = xAlM1*xNaM2*xSiT**(1/2)
-
- non-ideality by van laar
-  W(en,fs) = 7
-  W(en,fm) = 3.5
-  W(en,odi) = 29 + 0.15*P
-  W(en,mgts) = 12.5 - 0.04*P
-  W(en,cren) = 8
-  W(en,obuf) = 6
-  W(en,mess) = 8
-  W(en,ojd) = 35
-  W(fs,fm) = 4.5
-  W(fs,odi) = 23 + 0.08*P
-  W(fs,mgts) = 11 - 0.15*P
-  W(fs,cren) = 10
-  W(fs,obuf) = 7
-  W(fs,mess) = 10
-  W(fs,ojd) = 35
-  W(fm,odi) = 19 + 0.08*P
-  W(fm,mgts) = 15 - 0.15*P
-  W(fm,cren) = 12
-  W(fm,obuf) = 8
-  W(fm,mess) = 12
-  W(fm,ojd) = 35
-  W(odi,mgts) = 75.5 - 0.84*P
-  W(odi,cren) = 20
-  W(odi,obuf) = 40
-  W(odi,mess) = 20
-  W(odi,ojd) = 35
-  W(mgts,cren) = 2
-  W(mgts,obuf) = 10
-  W(mgts,mess) = 2
-  W(mgts,ojd) = 7
-  W(cren,obuf) = 6
-  W(cren,mess) = 2
-  W(cren,ojd) = -11
-  W(obuf,mess) = 6
-  W(obuf,ojd) = 20
-  W(mess,ojd) = -11
-
-  v(en) = 1
-  v(fs) = 1
-  v(fm) = 1
-  v(odi) = 1.2
-  v(mgts) = 1
-  v(cren) = 1
-  v(obuf) = 1
-  v(mess) = 1
-  v(ojd) = 1.2
-
- "make" end-members
-  fm = 1/2 en + 1/2 fs - 6.6  (od)
-  odi = di + 2.8 + 0.005*P  (tran)
-  cren = mgts + kos - jd - 28.64 + 0.0155*T + 0.02*P  (make)
-  obuf = mgts + 1/2 per + 1/2 ru - 1/2 cor - 3.91 - 0.0051*T + 0.37*P  (make)
-  mess = mgts + acm - jd - 0.07 - 0.089*P  (make)
-  ojd = jd + 18.2  (tran)
-
-#
- =================================================================
- Clinopyroxene: KNCFMASTOCr
-
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- After:
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900,
- with minor modifications to W and ?G^end-member values, especially in Ti-
- and Cr-bearing subsystems.
-
- E-m   Formula                             Mixing sites
-                        M1                        M2                    T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na  K     Si  Al
- di    CaMgSi2O6        1   0   0   0   0   0     0   0   1   0   0     2   0
- cfs   Fe2Si2O6         0   1   0   0   0   0     0   1   0   0   0     2   0
- cats  CaAl2SiO6        0   0   1   0   0   0     0   0   1   0   0     1   1
- crdi  CaCrAlSiO6       0   0   0   0   1   0     0   0   1   0   0     1   1
- cess  CaFeAlSiO6       0   0   0   1   0   0     0   0   1   0   0     1   1
- cbuf  Ca1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   0   0   1   0   0     1   1
- jd    NaAlSi2O6        0   0   1   0   0   0     0   0   0   1   0     2   0
- cen   Mg2Si2O6         1   0   0   0   0   0     1   0   0   0   0     2   0
- cfm   MgFeSi2O6        1   0   0   0   0   0     0   1   0   0   0     2   0     - ordered intermediate
- kjd   KAlSi2O6         0   0   1   0   0   0     0   0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- o -> xFeM2 + xMgM2
- n -> xNaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)         - order variable
- f -> xFe3M1
- c -> xCrM1
- t -> xTiM1
- k -> xKM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(cpx_G23) = 0.075000  range 0 <> 1
-  y(cpx_G23) = 0.11200  range 0 <> 2
-  o(cpx_G23) = 0.050000  range 0 <> 1
-  n(cpx_G23) = 0.11000  range 0 <> 1
-  Q(cpx_G23) = -0.00050000  range -1 <> 1  order variable
-  f(cpx_G23) = 0.0010000  range 0 <> 1
-  cr(cpx_G23) = 0.0010000  range 0 <> 1
-  t(cpx_G23) = 0.0010000  range 0 <> 1
-  k(cpx_G23) = 0.0010000  range 0 <> 1
-
- site fractions
-   xMgM1 = 1 - k - n - Q + t - x - y + k*Q + n*Q + (-Q)*t + k*x + n*x + (-t)*x + Q*y + x*y
-   xFeM1 = Q + x + (-k)*Q + (-n)*Q + Q*t + (-k)*x + (-n)*x + t*x + (-Q)*y + (-x)*y
-   xAlM1 = -cr - f + k + n + y - 2t
-   xFe3M1 = f
-   xCrM1 = cr
-   xTiM1 = t
-   xMgM2 = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x + (-Q)*y
-   xFeM2 = -Q + k*Q + n*Q + (-Q)*t + o*x + Q*y
-   xCaM2 = 1 - k - n - o
-   xNaM2 = n
-   xKM2 = k
-   xSiT = 1 - 1/2*y
-   xAlT = 1/2*y
-
- proportions
-   di = 1 - k - n - o - y
-   cfs = Q + x + (-k)*Q + (-n)*Q + Q*t + (-k)*x + (-n)*x + t*x + (-Q)*y + (-x)*y
-   cats = -cr - f + y - 2t
-   crdi = cr
-   cess = f
-   cbuf = 2t
-   jd = n
-   cen = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x + (-Q)*y
-   cfm = -x - 2Q + 2k*Q + 2n*Q + (-2Q)*t + k*x + n*x + o*x + (-t)*x + 2Q*y + x*y
-   kjd = k
-
- ideal mixing activities
-  di = xMgM1*xCaM2*xSiT**(1/2)
-  cfs = xFeM1*xFeM2*xSiT**(1/2)
-  cats = 1.4142*xAlM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  crdi = 1.4142*xCrM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  cess = 1.4142*xFe3M1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  cbuf = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  jd = xAlM1*xNaM2*xSiT**(1/2)
-  cen = xMgM1*xMgM2*xSiT**(1/2)
-  cfm = xMgM1*xFeM2*xSiT**(1/2)
-  kjd = xAlM1*xKM2*xSiT**(1/2)
-
- non-ideality by van laar
-  W(di,cfs) = 25.8 - 0.03*P
-  W(di,cats) = 13 - 0.06*P
-  W(di,crdi) = 8
-  W(di,cess) = 8
-  W(di,cbuf) = 8
-  W(di,jd) = 26
-  W(di,cen) = 29.8 - 0.03*P
-  W(di,cfm) = 20.6 - 0.03*P
-  W(di,kjd) = 26
-  W(cfs,cats) = 25 - 0.1*P
-  W(cfs,crdi) = 38.3
-  W(cfs,cess) = 43.3
-  W(cfs,cbuf) = 24
-  W(cfs,jd) = 24
-  W(cfs,cen) = 2.3
-  W(cfs,cfm) = 3.5
-  W(cfs,kjd) = 24
-  W(cats,crdi) = 2
-  W(cats,cess) = 2
-  W(cats,cbuf) = 6
-  W(cats,jd) = 6
-  W(cats,cen) = 45.2 - 0.35*P
-  W(cats,cfm) = 27 - 0.1*P
-  W(cats,kjd) = 6
-  W(crdi,cess) = 2
-  W(crdi,cbuf) = 6
-  W(crdi,jd) = 3
-  W(crdi,cen) = 52.3
-  W(crdi,cfm) = 40.3
-  W(crdi,kjd) = 3
-  W(cess,cbuf) = 6
-  W(cess,jd) = 3
-  W(cess,cen) = 57.3
-  W(cess,cfm) = 45.3
-  W(cess,kjd) = 3
-  W(cbuf,jd) = 16
-  W(cbuf,cen) = 24
-  W(cbuf,cfm) = 22
-  W(cbuf,kjd) = 16
-  W(jd,cen) = 40
-  W(jd,cfm) = 26
-  W(jd,kjd) = 28
-  W(cen,cfm) = 4
-  W(cen,kjd) = 40
-  W(cfm,kjd) = 40
-
-  v(di) = 1.2
-  v(cfs) = 1
-  v(cats) = 1.9
-  v(crdi) = 1.9
-  v(cess) = 1.9
-  v(cbuf) = 1.9
-  v(jd) = 1.2
-  v(cen) = 1
-  v(cfm) = 1
-  v(kjd) = 1.2
-
- "make" end-members
-  cfs = fs + 2.1 - 0.002*T + 0.045*P  (tran)
-  crdi = e-cats + kos - jd + 4.85  (make)
-  cess = e-cats + acm - jd - 3.46  (make)
-  cbuf = e-cats + 1/2 per + 1/2 ru - 1/2 cor - 20.89 - 0.0012*T + 0.248*P  (make)
-  cen = en + 3.5 - 0.002*T + 0.048*P  (tran)
-  cfm = 1/2 en + 1/2 fs - 1.6 - 0.002*T + 0.0465*P  (od)
-  kjd = jd - abh + e-san + 10.82 + 0.6*P  (make)
-
-#
- ====================================================================
- ilmenite
-
- Weller et al 2023 in prep
-
-         A                         B
-         Fe    Ti    Fe3   Mg      Fe    Ti    Fe3   Mg
- oilm    1     0     0     0       0     1     0     0
- dilm    1/2   1/2   0     0       1/2   1/2   0     0
- hem     0     0     1     0       0     0     1     0
- ogk     0     0     0     1       0     1     0     0
- dgk     0     1/2   0     1/2     0     1/2   0     1/2
-
- i -> 1 - xFe3A
-
-             xMgA + xMgB
- m -> -------------------------
-      xFeA + xFeB + xMgA + xMgB
-
- Q -> xFeA - xFeB
-
- Qt -> -xTiA + xTiB
- -------------------------------------------------
-#
-
- starting guesses
-  i(ilm_W23) = 0.99000  range 0 <> 1
-  m(ilm_W23) = 0.20000  range 0 <> 1
-  Q(ilm_W23) = 0.40000  range 0 <> 1  order variable
-  Qt(ilm_W23) = 0.40000  range 0 <> 1  order variable
-
- site fractions
-   xFeA = 1/2*i + 1/2*Q + (-1/2*i)*m
-   xTiA = 1/2*i - 1/2*Qt
-   xFe3A = 1 - i
-   xMgA = -1/2*Q + 1/2*Qt + 1/2*i*m
-   xFeB = 1/2*i - 1/2*Q + (-1/2*i)*m
-   xTiB = 1/2*i + 1/2*Qt
-   xFe3B = 1 - i
-   xMgB = 1/2*Q - 1/2*Qt + 1/2*i*m
-
- proportions
-   oilm = Q
-   dilm = i - Q + (-i)*m
-   hm = 1 - i
-   ogk = -Q + Qt
-   dgk = Q - Qt + i*m
-
- ideal mixing activities
-  oilm = xFeA**(1/2)*xTiB**(1/2)
-  dilm = 2*xFeA**(1/4)*xTiA**(1/4)*xFeB**(1/4)*xTiB**(1/4)
-  hm = xFe3A**(1/2)*xFe3B**(1/2)
-  ogk = xMgA**(1/2)*xTiB**(1/2)
-  dgk = 2*xTiA**(1/4)*xMgA**(1/4)*xTiB**(1/4)*xMgB**(1/4)
-
- non-ideality by symmetric formalism
-  W(oilm,dilm) = 7.05 + 0.13*P
-  W(oilm,hm) = 14.3
-  W(oilm,ogk) = -7.6
-  W(oilm,dgk) = 0.6
-  W(dilm,hm) = 7.25 - 0.13*P
-  W(dilm,ogk) = -5.5
-  W(dilm,dgk) = -2.2
-  W(hm,ogk) = 12.5
-  W(hm,dgk) = 2.7
-  W(ogk,dgk) = 8.3
-
- "make" end-members
-  oilm = o-ilm
-  dilm = d-ilm
-  hm = e-hem
-  ogk = o-geik
-  dgk = d-geik
-
-#
- =================================================================
- clinoamphibole: NCKFMASHTO
-
- Green, ECR, White, RW, Diener, JFA, Powell, R, Holland, TJB &
- Palin, RM (2016). Activity-composition relations for the calculation
- of partial melting equilibria in metabasic rocks.
- Journal of Metamorphic Geology, 34, 845-869.
-
- E-m  Formula                                         Mixing sites
-                              A          M13     M2                M4            T1*      V
-                              v  Na K    Mg Fe   Mg Fe Al Fe3 Ti   Ca Mg Fe Na   Si Al   OH O
- tr   Ca2Mg5Si8O22(OH)2       1  0  0    3  0    2  0  0   0  0    2  0  0  0    4  0    2  0  tremolite
- tsm  Ca2Mg3Al4Si6O22(OH)2    1  0  0    3  0    0  0  2   0  0    2  0  0  0    2  2    2  0  tschermakite
- prgm NaCa2Mg4Al3Si6O22(OH)2  0  1  0    3  0    1  0  1   0  0    2  0  0  0    2  2    2  0  pargasite
- glm  Na2Mg3Al2Si8O22(OH)2    1  0  0    3  0    0  0  2   0  0    0  0  0  2    4  0    2  0  glaucophane
- cumm Mg7Si8O22(OH)2          1  0  0    3  0    2  0  0   0  0    0  2  0  0    4  0    2  0  cummingtonite
- grnm Fe7Si8O22(OH)2          1  0  0    0  3    0  2  0   0  0    0  0  2  0    4  0    2  0  grunerite
- a    Mg3Fe4Si8O22(OH)2       1  0  0    3  0    0  2  0   0  0    0  0  2  0    4  0    2  0  - ordered
- b    Mg2Fe5Si8O22(OH)2       1  0  0    0  3    2  0  0   0  0    0  0  2  0    4  0    2  0  - ordered
- mrb  Na2Mg3Fe2Si8O22(OH)2    1  0  0    3  0    0  0  0   2  0    0  0  0  2    4  0    2  0  magnesio-riebekite
- kprg KCa2Mg4Al3Si6O22(OH)2   0  0  1    3  0    1  0  1   0  0    2  0  0  0    2  2    2  0  K-pargasite
- tts  Ca2Mg3Al2Ti2Si6O24      1  0  0    3  0    0  0  0   0  2    2  0  0  0    2  2    0  2  Ti-tschermakite
- *use 1/4 entropy of mixing from T-site
-
- There is little information with which to estimate delH^formation for
- any of these end-members in the Holland & Powell dataset. The dataset
- value for the end-member tr is assumed to be correct, while the values
- for the other end-members are calibrated relative to this during a-x
- calibration.
-
- x -> (3 xFeM13 + 2 xFeM2 + 2 xFeM4)/(3 xFeM13 + 2 xFeM2 + 2 xFeM4 + 3 xMgM13 + 2 xMgM2 + 2 xMgM4)
- y -> xAlM2
- z -> xNaM4
- a -> xKA + xNaA
- k -> xKA/(xKA + xNaA)
- c -> xCaM4
- f -> xFe3M2
- t -> xTiM2
- Q1 -> x - xFeM13/(xFeM13 + xMgM13)  - order variable
- Q2 -> x - xFeM2/(xFeM2 + xMgM2)     - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(hb_G16) = 0.57500  range 0 <> 1
-  y(hb_G16) = 0.65000  range 0 <> 1
-  z(hb_G16) = 0.35000  range 0 <> 1
-  a(hb_G16) = 0.40000  range 0 <> 1
-  k(hb_G16) = 0.10000  range 0 <> 1
-  c(hb_G16) = 0.65000  range 0 <> 1
-  f(hb_G16) = 0.10000  range 0 <> 1
-  t(hb_G16) = 0.10000  range 0 <> 1
-  Q1(hb_G16) = 0.027600  range -1 <> 1  order variable
-  Q2(hb_G16) = 0.27500  range -1 <> 1  order variable
-
- site fractions
-   xvA = 1 - a
-   xNaA = a + (-a)*k
-   xKA = a*k
-   xMgM13 = 1 + Q1 - x
-   xFeM13 = -Q1 + x
-   xMgM2 = 1 - f + Q2 - t - x - y + (-f)*Q2 + (-Q2)*t + f*x + t*x + (-Q2)*y + x*y
-   xFeM2 = -Q2 + x + f*Q2 + Q2*t + (-f)*x + (-t)*x + Q2*y + (-x)*y
-   xAlM2 = y
-   xFe3M2 = f
-   xTiM2 = t
-   xCaM4 = c
-   xMgM4 = 1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z
-   xFeM4 = Q2 + x + 3/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z
-   xNaM4 = z
-   xSiT1 = 1 - 1/2*f - 1/2*t - 1/2*y + 1/2*z - 1/4*a
-   xAlT1 = 1/2*f + 1/2*t + 1/2*y - 1/2*z + 1/4*a
-   xOHV = 1 - t
-   xOV = t
-
- proportions
-   tr = -1/2*a + c - f - t - y + z
-   tsm = -1/2*a + f + y - z
-   prgm = a + (-a)*k
-   glm = -f + z
-   cumm = 1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z
-   grnm = x - 2Q2 - 5/2*Q1 + 2f*Q2 + 2Q2*t + c*x + (-f)*x + (-t)*x + 2Q2*y + (-x)*y + x*z
-   a = Q2 + 5/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z
-   b = 2Q2 + 3/2*Q1 + (-2f)*Q2 + (-2Q2)*t + (-c)*x + f*x + t*x + (-2Q2)*y + x*y + (-x)*z
-   mrb = f
-   kprg = a*k
-   tts = t
-
- ideal mixing activities
-  tr = xvA*xMgM13**3*xMgM2**2*xCaM4**2*xSiT1*xOHV**2
-  tsm = 2*xvA*xMgM13**3*xAlM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2
-  prgm = 8*xNaA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2
-  glm = xvA*xMgM13**3*xAlM2**2*xNaM4**2*xSiT1*xOHV**2
-  cumm = xvA*xMgM13**3*xMgM2**2*xMgM4**2*xSiT1*xOHV**2
-  grnm = xvA*xFeM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2
-  a = xvA*xMgM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2
-  b = xvA*xFeM13**3*xMgM2**2*xFeM4**2*xSiT1*xOHV**2
-  mrb = xvA*xMgM13**3*xFe3M2**2*xNaM4**2*xSiT1*xOHV**2
-  kprg = 8*xKA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2
-  tts = 2*xvA*xMgM13**3*xTiM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOV**2
-
- non-ideality by van laar
-  W(tr,tsm) = 20
-  W(tr,prgm) = 25
-  W(tr,glm) = 65
-  W(tr,cumm) = 45
-  W(tr,grnm) = 75
-  W(tr,a) = 57
-  W(tr,b) = 63
-  W(tr,mrb) = 52
-  W(tr,kprg) = 30
-  W(tr,tts) = 85
-  W(tsm,prgm) = -40
-  W(tsm,glm) = 25
-  W(tsm,cumm) = 70
-  W(tsm,grnm) = 80
-  W(tsm,a) = 70
-  W(tsm,b) = 72.5
-  W(tsm,mrb) = 20
-  W(tsm,kprg) = -40
-  W(tsm,tts) = 35
-  W(prgm,glm) = 50
-  W(prgm,cumm) = 90
-  W(prgm,grnm) = 106.7
-  W(prgm,a) = 94.8
-  W(prgm,b) = 94.8
-  W(prgm,mrb) = 40
-  W(prgm,kprg) = 8
-  W(prgm,tts) = 15
-  W(glm,cumm) = 100
-  W(glm,grnm) = 113.5
-  W(glm,a) = 100
-  W(glm,b) = 111.2
-  W(glm,mrb) = 0
-  W(glm,kprg) = 54
-  W(glm,tts) = 75
-  W(cumm,grnm) = 33
-  W(cumm,a) = 18
-  W(cumm,b) = 23
-  W(cumm,mrb) = 80
-  W(cumm,kprg) = 87
-  W(cumm,tts) = 100
-  W(grnm,a) = 12
-  W(grnm,b) = 8
-  W(grnm,mrb) = 91
-  W(grnm,kprg) = 96
-  W(grnm,tts) = 65
-  W(a,b) = 20
-  W(a,mrb) = 80
-  W(a,kprg) = 94
-  W(a,tts) = 95
-  W(b,mrb) = 90
-  W(b,kprg) = 94
-  W(b,tts) = 95
-  W(mrb,kprg) = 50
-  W(mrb,tts) = 50
-  W(kprg,tts) = 35
-
-  v(tr) = 1
-  v(tsm) = 1.5
-  v(prgm) = 1.7
-  v(glm) = 0.8
-  v(cumm) = 1
-  v(grnm) = 1
-  v(a) = 1
-  v(b) = 1
-  v(mrb) = 0.8
-  v(kprg) = 1.7
-  v(tts) = 1.5
-
- "make" end-members
-  tsm = ts + 10  (mod)
-  prgm = parg - 10  (mod)
-  glm = gl - 3  (mod)
-  grnm = grun - 3  (mod)
-  a = 3/7 cumm + 4/7 grun - 11.2  (od)
-  b = 2/7 cumm + 5/7 grun - 13.8  (od)
-  mrb = gl - gr + andr
-  kprg = mu - pa + parg - 7.06 + 0.02*T  (make)
-  tts = - 2 dsp + 2 ru + ts + 95  (make)
-
-#
- =================================================================
- biotite: KFMASHTO
-
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- After:
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286
- (some changes to W and delG^end-member values).
-
-
- E-m    Formula                                      Mixing sites
-                            M3                              M12           T             V
-                            Mg    Fe    Fe3   Ti    Al      Mg    Fe      Si    Al      OH    O
- phl   KMg3AlSi3O10(OH)2    1     0     0     0     0       2     0       1     1       2     0
- annm  KFe3AlSi3O10(OH)2    0     1     0     0     0       0     2       1     1       2     0
- obi   KMg2Fe1AlSi3O10(OH)2 0     1     0     0     0       2     0       1     1       2     0  - ordered intermediate
- eas   KMg2Al3Si2O10(OH)2   0     0     0     0     1       2     0       0     2       2     0
- tbi   KMg2AlSi3TiO12       0     0     0     1     0       2     0       1     1       0     2
- fbi   KMg2Al2FeSi2O10(OH)2 0     0     1     0     0       2     0       0     2       2     0
-
-
- x -> (2 xFeM12 + xFeM3)/(2 xFeM12 + xFeM3 + 2 xMgM12 + xMgM3)
- y -> xAlM3
- f -> xFe3M3
- t -> xTiM3
- Q -> 3 (x - xFeM12)  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(bi_G23) = 0.35000  range 0 <> 1
-  y(bi_G23) = 0.25000  range 0 <> 1
-  f(bi_G23) = 0.040000  range 0 <> 1
-  t(bi_G23) = 0.17000  range 0 <> 1
-  Q(bi_G23) = 0.25000  range 0 <> 1  order variable
-
- site fractions
-   xMgM3 = 1 - f - t - x - y - 2/3*Q + f*x + t*x + x*y
-   xFeM3 = x + 2/3*Q + (-f)*x + (-t)*x + (-x)*y
-   xFe3M3 = f
-   xTiM3 = t
-   xAlM3 = y
-   xMgM12 = 1 + 1/3*Q - x
-   xFeM12 = -1/3*Q + x
-   xSiT = 1/2 - 1/2*f - 1/2*y
-   xAlT = 1/2 + 1/2*f + 1/2*y
-   xOHV = 1 - t
-   xOV = t
-
- proportions
-   phl = 1 - f - t - x - y - 2/3*Q + f*x + t*x + x*y
-   annm = -1/3*Q + x
-   obi = Q + (-f)*x + (-t)*x + (-x)*y
-   eas = y
-   tbi = t
-   fbi = f
-
- ideal mixing activities
-  phl = 4*xMgM3*xMgM12**2*xSiT*xAlT*xOHV**2
-  annm = 4*xFeM3*xFeM12**2*xSiT*xAlT*xOHV**2
-  obi = 4*xFeM3*xMgM12**2*xSiT*xAlT*xOHV**2
-  eas = xAlM3*xMgM12**2*xAlT**2*xOHV**2
-  tbi = 4*xTiM3*xMgM12**2*xSiT*xAlT*xOV**2
-  fbi = xFe3M3*xMgM12**2*xAlT**2*xOHV**2
-
- non-ideality by symmetric formalism
-  W(phl,annm) = 12
-  W(phl,obi) = 4
-  W(phl,eas) = 10
-  W(phl,tbi) = 30
-  W(phl,fbi) = 14
-  W(annm,obi) = 8
-  W(annm,eas) = 0
-  W(annm,tbi) = 32
-  W(annm,fbi) = 5
-  W(obi,eas) = 7
-  W(obi,tbi) = 24
-  W(obi,fbi) = 6
-  W(eas,tbi) = 40
-  W(eas,fbi) = 1
-  W(tbi,fbi) = 40
-
- "make" end-members
-  annm = ann - 3  (mod)
-  obi = 1/3 ann + 2/3 phl - 6  (od)
-  eas = east + 2.2  (mod)
-  tbi = - br + phl + ru + 55  (make)
-  fbi = 1/2 east + acm - jd - 3  (make)
-
-#
- =================================================================
- epidote: CFASHO
-
- Holland, TJB & Powell, R (2011). An improved and
- extended internally consistent thermodynamic dataset
- for phases of petrological interest, involving a
- new equation of state for solids.
- Journal of Metamorphic Geology, 29, 333-383.
-
- E-m   Formula                Mixing sites
-                             M1       M3
-                             Al Fe3   Al Fe3
- cz    Ca2Al3Si3O12(OH)      1   0    1   0
- ep    Ca2FeAl2Si3O12(OH)    1   0    0   1  - ordered end-member
- fep   Ca2Fe2AlSi3O12(OH)    0   1    0   1
-
- f -> (xFe3M1+xFe3M3)/2
- Q ->  f - xFe3M1   - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  f(ep_H11) = 0.10000  range 0 <> 1
-  Q(ep_H11) = 0.20000  range 0 <> 0.5  order variable
-
- site fractions
-   xFeM1 = f - Q
-   xAlM1 = 1 - f + Q
-   xFeM3 = f + Q
-   xAlM3 = 1 - f - Q
-
- proportions
-   cz = 1 - f - Q
-   ep = 2Q
-   fep = f - Q
-
- ideal mixing activities
-  cz = xAlM1*xAlM3
-  ep = xAlM1*xFeM3
-  fep = xFeM1*xFeM3
-
- non-ideality by symmetric formalism
-  W(cz,ep) = 1
-  W(cz,fep) = 3
-  W(ep,fep) = 1
-
-#
- =================================================================
- Cordierite: FMASH
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- E-m   Formula                Mixing sites
-                              X             H
-                              Fe    Mg      H2O   v
- crd   Mg2Al4Si5O18           0     2       0     1
- fcrd  Fe2Al4Si5O18           2     0       0     1
- hcrd  Mg2Al4Si5O17(OH)2      0     2       1     0
-
- x -> xFeX/(xFeX + xMgX)
- h -> xH2OH
- --------------------------------------------------
-#
-
- starting guesses
-  x(cd_H18) = 0.30000  range 0 <> 1
-  h(cd_H18) = 0.70000  range 0 <> 1
-
- site fractions
-   xFeX = x
-   xMgX = 1 - x
-   xH2OH = h
-   xvH = 1 - h
-
- proportions
-   crd = 1 - h - x
-   fcrd = x
-   hcrd = h
-
- ideal mixing activities
-  crd = xMgX**2*xvH
-  fcrd = xFeX**2*xvH
-  hcrd = xMgX**2*xH2OH
-
- non-ideality by symmetric formalism
-  W(crd,fcrd) = 2.5
-  W(crd,hcrd) = 0
-  W(fcrd,hcrd) = 2
-
diff --git a/python/input_database_TC/igG23_THw_MAGEMin_descriptions.txt b/python/input_database_TC/igG23_THw_MAGEMin_descriptions.txt
deleted file mode 100755
index e4299b95..00000000
--- a/python/input_database_TC/igG23_THw_MAGEMin_descriptions.txt
+++ /dev/null
@@ -1,1470 +0,0 @@
-#
- ====================================================================
-
-X-eos for calculating diagrams for
-
-Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
-Corrections to recently published thermodynamic models for silicate melt.
-Journal of Petrology, in prep.
-
-X-eos current 20-04-2023
-
-This file last edited 20-04-2023 (ecrg)
-
-
-Solution phases in this file:
-
-  Wet silicate melt		liq_G23Tw	This study, based on dry melt of 
-                                                      Tomlinson & Holland (2021)
-  Aqueous fluid                 fl_G23T         This study, accompanies liq_G23Tw
-  Feldspar (ternary)            fsp_H21         Holland et al (2021) (was pl4tr)
-  Spinel (spinel, magnetite,    spn_T21         Tomlinson & Holland (2021)
-             Cr-spinel)
-  Garnet                        g_G23           This work, after Holland et al (2018)
-  Olivine                       ol_H18          Holland et al (2018)
-  Orthopyroxene                 opx_G23         This work, after Holland (2018)
-  Clinopyroxene                 cpx_G23         This work, after Holland (2018)
-         (augite, pigeonite)
-  Ilmenite                      ilm_W23         Weller et al, in prep
-        (ilmenite, hematite)
-  Clinoamphibole (e.g.          hb_G16          Green et al (2016)
-      hornblende, actinolite)
-  Biotite                       bi_G23          This work, after White et al (2014)
-  Epidote                       ep_H11          Holland & Powell (2011)
-  Cordierite                    cd_H18          Holland et al (2018)
-
-
-------
-
-Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
-Corrections to recently published thermodynamic models for silicate melt.
-Journal of Petrology, in prep.
-
-Green, ECR, White, RW, Diener, JFA, Powell, R, Holland, TJB &
-Palin, RM (2016). Activity-composition relations for the calculation of partial
-melting equilibria in metabasic rocks. Journal of Metamorphic Geology, 34, 845-869.
-doi: 10.1111/jmg.12211
-
-Holland, TJB, Green, ECR & Powell, R (2021). A thermodynamic model for feldspars in
-KAlSi3O8-NaAlSi3O8-CaAl2Si2O8 for mineral equilibrium calculations.
-Journal of Metamorphic Geology, 1-14. doi: 10.1111/jmg.12639
-
-Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites through to
-granites: a simple thermodynamic model in the system KNCFMASHTOCr.
-Journal of Petrology, 59, 881-900. doi: 10.1093/petrology/egy048
-
-Holland, TJB & Powell, R (2011). An improved and extended internally consistent
-thermodynamic dataset for phases of petrological interest, involving a new equation
-of state for solids. Journal of Metamorphic Geology, 29, 333-383.
-doi: 10.1111/j.1525-1314.2010.00923.x
-
-Tomlinson, EL & Holland, TJB (2021). A thermodynamic model for the subsolidus
-evolution and melting of peridotite. Journal of Petrology, egab012, 1-23.
-doi: 10.1093/petrology/egab012
-
-Weller et al, in prep.
-
-White, RW, Powell, R, Holland, TJB, Johnson, TE & Green, ECR (2014). New mineral
-activity-composition relations for thermodynamic calculations in metapelitic systems.
-Journal of Metamorphic Geology, 32, 261-286. doi: 10.1111/jmg.12071
-
- ====================================================================
-#
-#
---------------------------------------------------------------------
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- This is a "wet" silicate melt, which adds H2O to the x-eos of
- Tomlinson, EL & Holland, TJB (2021). A thermodynamic model for the
- subsolidus evolution and melting of peridotite.
- Journal of Petrology, article egab012, 1-23.
-
- The wet melting calibration uses the constraints described in
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology 59, 881-900.
-
- Mixing	Made from dataset	Formula
- unit		end-members
- q3L    	3 qL        		3(SiO2)
- sl1L   	silL        		Al2SiO5
- wo1L   	woL         		CaSiO3
- fo2L   	2 foL       		Mg4Si2O8
- fa2L   	2 faL       		Fe4Si2O8
- neL    	abL - 2 qL  		NaAlSiO4
- hmL    	1/2 hemL    		1/2(Fe2O3)
- ekL    	1/2 eskL    		1/2(Cr2O3)
- tiL    	ruL         		TiO2
- kjL    	kspL - qL   		KAlSi2O6
- anL    	woL + silL  		CaAl2Si2O8
- ab1L   	abL         		NaAlSi3O8
- enL    	foL + qL    		Mg2Si2O6
- kfL    	kspL        		KAlSi3O8
- h2o1L          h2oL                    H2O
-
- The composition variables are:
-
- wo ->  (p(woL) + yan)/(1 + Q)
- sl ->  (p(sl1L) + yan)/(1 + Q)
- fo ->  (p(fo2L) + 1/2 yen)/(1 + Q)
- fa ->  p(fa2L)/(1 + Q)
- ne ->  (p(neL) + yab)/(1 + Q)
- hm ->  p(hmL)/(1 + Q)
- ek ->  p(ekL)/(1 + Q)
- ti ->  p(tiL)/(1 + Q)
- kj ->  (p(kjL) + ykf)/(1 + Q)
- h2o -> p(h2o1L)/(1 + Q)
-
- with p(z) the proportion of mixing unit, z, and using
- Q = yan + 2/3 yab + 1/3 ykf -1/6 yen,
- where p(anL) = yan, p(abL) = yab, p(kfL) = ykf.
- --------------------------------------------------------------------
-#
-
- starting guesses
-  wo(liq_G23Tw) = 0.20000  range 0 <> 1
-  sl(liq_G23Tw) = 0.20000  range 0 <> 1
-  fo(liq_G23Tw) = 0.10000  range 0 <> 1
-  fa(liq_G23Tw) = 0.10000  range 0 <> 1
-  ne(liq_G23Tw) = 0.050000  range 0 <> 1
-  hm(liq_G23Tw) = 0.0010000  range 0 <> 1
-  ek(liq_G23Tw) = 0.0010000  range 0 <> 1
-  ti(liq_G23Tw) = 0.0010000  range 0 <> 1
-  kj(liq_G23Tw) = 0.0010000  range 0 <> 1
-  h2o(liq_G23Tw) = 0.0010000  range 0 <> 1
-  yan(liq_G23Tw) = 0.0010000  range 0 <> 1  order variable
-  yab(liq_G23Tw) = 0.0010000  range 0 <> 1  order variable
-  yen(liq_G23Tw) = 0.0010000  range 0 <> 1  order variable
-  ykf(liq_G23Tw) = 0.0010000  range 0 <> 1  order variable
-
- site fractions
-   pq = 1 - wo - sl - ne - fa - fo - hm - ek - ti - kj - h2o + yan*(1 - ek - fa - fo - hm - ne - kj - sl - ti - wo - h2o) + 2/3*yab*(-ek - fa - fo - hm - ne - kj - sl - ti - wo - h2o)
-         + 1/6*yen*(-3 + ek + fa + fo + hm + ne + kj + sl + ti + wo + h2o) + 1/3*ykf*(-ek - fa - fo - hm - ne - kj - sl - ti - wo - h2o)
-   psl = sl + yan*sl + 2/3*yab*sl + (-1/6*yen)*sl + 1/3*ykf*sl + (-yan)
-   pwo = wo + yan*wo + 2/3*yab*wo + (-1/6*yen)*wo + 1/3*ykf*wo + (-yan)
-   pne = ne + yan*ne + 2/3*yab*ne + 1/3*ykf*ne + (-yab) + (-1/6*yen)*ne
-   phm = hm + yan*hm + 2/3*yab*hm + 1/3*ykf*hm + (-1/6*yen)*hm
-   pek = ek + yan*ek + 2/3*yab*ek + (-1/6*yen)*ek + 1/3*ykf*ek
-   pti = ti + yan*ti + 2/3*yab*ti + (-1/6*yen)*ti + 1/3*ykf*ti
-   pkj = kj + yan*kj + 2/3*yab*kj + (-1/6*yen)*kj + 1/3*ykf*kj + (-ykf)
-   pab = yab
-   pan = yan
-   pen = yen
-   pkf = ykf
-   pol = fo + fa + yan*(fo + fa) + 2/3*yab*(fo + fa) + 1/3*ykf*(fo + fa) + (-1/6*yen)*(fo + fa) + (-1/2*yen)
-   sumT = 1 - h2o + (-2/3*yab)*h2o + (-1/3*ykf)*h2o + 1/6*yen*h2o + (-yan)*h2o
-   xh = h2o + yan*h2o + 2/3*yab*h2o + (-1/6*yen)*h2o + 1/3*ykf*h2o
-   xv = 1 - h2o + (-2/3*yab)*h2o + (-1/3*ykf)*h2o + 1/6*yen*h2o + (-yan)*h2o
-   mgM = 4fo*(1 + yan + 2/3*yab + 1/3*ykf - 1/6*yen) + (-2yen)
-   feM = 4fa*(1 + yan + 2/3*yab + 1/3*ykf - 1/6*yen)
-   CaM = wo*(1 + yan + 2/3*yab + 1/3*ykf - 1/6*yen) + (-yan)
-   AlM = sl*(1 + yan + 2/3*yab + 1/3*ykf - 1/6*yen) + (-yan)
-   sumM = (4fo + 4fa + sl + wo)*(1 + yan + 2/3*yab + 1/3*ykf - 1/6*yen) + (-2yan - 2yen)
-
- proportions
-   q3L = 1 - wo - sl - ne - fa - fo - hm - ek - ti - kj - h2o + yan*(1 - ek - fa - fo - hm - ne - kj - sl - ti - wo - h2o) + 2/3*yab*(-ek - fa - fo - hm - ne - kj - sl - ti - wo - h2o)
-         + 1/6*yen*(-3 + ek + fa + fo + hm + ne + kj + sl + ti + wo + h2o) + 1/3*ykf*(-ek - fa - fo - hm - ne - kj - sl - ti - wo - h2o)
-   sl1L = sl + yan*sl + 2/3*yab*sl + (-1/6*yen)*sl + 1/3*ykf*sl + (-yan)
-   wo1L = wo + yan*wo + 2/3*yab*wo + (-1/6*yen)*wo + 1/3*ykf*wo + (-yan)
-   fo2L = fo + yan*fo + 2/3*yab*fo + (-1/6*yen)*fo + 1/3*ykf*fo + (-1/2*yen)
-   fa2L = fa + yan*fa + 2/3*yab*fa + 1/3*ykf*fa + (-1/6*yen)*fa
-   neL = ne + yan*ne + 2/3*yab*ne + 1/3*ykf*ne + (-yab) + (-1/6*yen)*ne
-   hmL = hm + yan*hm + 2/3*yab*hm + 1/3*ykf*hm + (-1/6*yen)*hm
-   ekL = ek + yan*ek + 2/3*yab*ek + 1/3*ykf*ek + (-1/6*yen)*ek
-   tiL = ti + yan*ti + 2/3*yab*ti + (-1/6*yen)*ti + 1/3*ykf*ti
-   kjL = kj + yan*kj + 2/3*yab*kj + (-1/6*yen)*kj + 1/3*ykf*kj + (-ykf)
-   anL = yan
-   ab1L = yab
-   enL = yen
-   kfL = ykf
-   h2o1L = h2o + yan*h2o + 2/3*yab*h2o + (-1/6*yen)*h2o + 1/3*ykf*h2o
-
- ideal mixing activities
-  q3L = xv**2*sumT**-1*pq
-  sl1L = xv**2*sumT**-1*psl*AlM*sumM**-1
-  wo1L = xv**2*sumT**-1*pwo*CaM*sumM**-1
-  fo2L = xv**2*sumT**-1*pol*mgM**4*sumM**-4
-  fa2L = xv**2*sumT**-1*pol*feM**4*sumM**-4
-  neL = xv**2*sumT**-1*pne
-  hmL = xv**2*sumT**-1*phm
-  ekL = xv**2*sumT**-1*pek
-  tiL = xv**2*sumT**-1*pti
-  kjL = xv**2*sumT**-1*pkj
-  anL = xv**2*sumT**-1*pan
-  ab1L = xv**2*sumT**-1*pab
-  enL = xv**2*sumT**-1*pen
-  kfL = xv**2*sumT**-1*pkf
-  h2o1L = xh**2
-
- non-ideality by van laar
-  W(q3L,sl1L) = 10.1 - 0.1*P
-  W(q3L,wo1L) = 12.9
-  W(q3L,fo2L) = 44.7 - 0.56*P
-  W(q3L,fa2L) = 3.9 - 0.61*P
-  W(q3L,neL) = 12
-  W(q3L,hmL) = 20
-  W(q3L,ekL) = -4.3 - 0.02*P
-  W(q3L,tiL) = 31.4
-  W(q3L,kjL) = 0.8 + 0.07*P
-  W(q3L,anL) = -16.4 + 0.02*P
-  W(q3L,ab1L) = 0.8
-  W(q3L,enL) = 33.6 - 0.48*P
-  W(q3L,kfL) = -3.8 - 0.44*P
-  W(q3L,h2o1L) = 16 - 1.4*P
-  W(sl1L,wo1L) = -28 + 0.8*P
-  W(sl1L,fo2L) = 7.6 - 0.12*P
-  W(sl1L,fa2L) = 3.1
-  W(sl1L,neL) = 18.1
-  W(sl1L,hmL) = -5
-  W(sl1L,ekL) = -3.1
-  W(sl1L,tiL) = 14.1 - 0.03*P
-  W(sl1L,kjL) = 6.5 + 0.02*P
-  W(sl1L,anL) = 5.1
-  W(sl1L,ab1L) = 0.3
-  W(sl1L,enL) = 1 + 0.06*P
-  W(sl1L,kfL) = 4.4
-  W(sl1L,h2o1L) = 23.5 - 1.04*P
-  W(wo1L,fo2L) = 35.7 + 0.11*P
-  W(wo1L,fa2L) = 25.7
-  W(wo1L,neL) = -2.4 - 0.02*P
-  W(wo1L,hmL) = 0
-  W(wo1L,ekL) = -10.2
-  W(wo1L,tiL) = 7.5 + 0.03*P
-  W(wo1L,kjL) = 0.2 + 0.03*P
-  W(wo1L,anL) = 10.5
-  W(wo1L,ab1L) = 3.7
-  W(wo1L,enL) = 14.6 + 0.1*P
-  W(wo1L,kfL) = 9.9
-  W(wo1L,h2o1L) = 38.5 - 0.7*P
-  W(fo2L,fa2L) = 17.9 - 0.21*P
-  W(fo2L,neL) = -0.2 + 0.02*P
-  W(fo2L,hmL) = 0
-  W(fo2L,ekL) = -3.1
-  W(fo2L,tiL) = 2.3 - 0.16*P
-  W(fo2L,kjL) = 2.8
-  W(fo2L,anL) = -5.4 - 0.02*P
-  W(fo2L,ab1L) = 1.9
-  W(fo2L,enL) = 0.8 + 0.26*P
-  W(fo2L,kfL) = -6.4
-  W(fo2L,h2o1L) = 4.6 - 1.77*P
-  W(fa2L,neL) = 7.7 - 0.05*P
-  W(fa2L,hmL) = -30
-  W(fa2L,ekL) = 0
-  W(fa2L,tiL) = -9.6 + 0.02*P
-  W(fa2L,kjL) = 8.9
-  W(fa2L,anL) = -6.5
-  W(fa2L,ab1L) = 0.6
-  W(fa2L,enL) = 2.9
-  W(fa2L,kfL) = -6.5
-  W(fa2L,h2o1L) = 3.7 - 1.87*P
-  W(neL,hmL) = 10
-  W(neL,ekL) = 0
-  W(neL,tiL) = 10.3 + 0.14*P
-  W(neL,kjL) = -5.9
-  W(neL,anL) = 7.2
-  W(neL,ab1L) = -0.5 + 0.12*P
-  W(neL,enL) = 2.3
-  W(neL,kfL) = -1.5 + 0.09*P
-  W(neL,h2o1L) = -71.2 + 1.87*P
-  W(hmL,ekL) = 0
-  W(hmL,tiL) = -2.8
-  W(hmL,kjL) = 10
-  W(hmL,anL) = 0
-  W(hmL,ab1L) = 0
-  W(hmL,enL) = 0
-  W(hmL,kfL) = 0
-  W(hmL,h2o1L) = 57.9 - 0.66*P
-  W(ekL,tiL) = -2
-  W(ekL,kjL) = 0
-  W(ekL,anL) = 0
-  W(ekL,ab1L) = 0.5
-  W(ekL,enL) = 0
-  W(ekL,kfL) = 0
-  W(ekL,h2o1L) = 30 - 0.66*P
-  W(tiL,kjL) = 2.8
-  W(tiL,anL) = -4.5
-  W(tiL,ab1L) = -2.3
-  W(tiL,enL) = 17.4
-  W(tiL,kfL) = -8.1
-  W(tiL,h2o1L) = 28.8 - 0.6*P
-  W(kjL,anL) = -5.6
-  W(kjL,ab1L) = -2.9
-  W(kjL,enL) = -2
-  W(kjL,kfL) = 15.3 + 0.32*P
-  W(kjL,h2o1L) = -52.3 + 2.47*P
-  W(anL,ab1L) = 0.2
-  W(anL,enL) = 0
-  W(anL,kfL) = 0
-  W(anL,h2o1L) = -12.7 + 1.68*P
-  W(ab1L,enL) = 0
-  W(ab1L,kfL) = 10
-  W(ab1L,h2o1L) = -20.2 - 0.82*P
-  W(enL,kfL) = 0
-  W(enL,h2o1L) = -12.2 - 0.15*P
-  W(kfL,h2o1L) = 2 - 0.54*P
-
-  v(q3L) = 100
-  v(sl1L) = 145
-  v(wo1L) = 145
-  v(fo2L) = 200
-  v(fa2L) = 100
-  v(neL) = 100
-  v(hmL) = 100
-  v(ekL) = 100
-  v(tiL) = 100
-  v(kjL) = 100
-  v(anL) = 100
-  v(ab1L) = 100
-  v(enL) = 100
-  v(kfL) = 100
-  v(h2o1L) = 82
-
- "make" end-members
-  q3L = 3 qL + 0.1 - 0.097*P  (mod)
-  sl1L = silL + 6.81 - 0.339*P  (mod)
-  wo1L = woL - 1.6 - 0.108*P  (mod)
-  fo2L = 2 foL + 14.43 - 0.171*P  (mod)
-  fa2L = 2 faL + 16.8 - 0.052*P  (mod)
-  neL = abL - 2 qL + 33.54 + 0.336*P  (make)
-  hmL = 1/2 hemL + 3.09 - 0.023*P  (mod)
-  ekL = 1/2 eskL + 24.47 + 0.162*P  (mod)
-  tiL = ruL - 1.08 - 0.256*P  (mod)
-  kjL = kspL - qL + 21.26 + 0.297*P  (make)
-  anL = woL + silL - 103.21 + 0.055*T + 0.065*P  (od)
-  ab1L = abL + 5.69 - 0.091*P  (od)
-  enL = foL + qL - 9.87 - 0.577*P  (od)
-  kfL = kspL + 4.96 - 0.075*P  (od)
-  h2o1L = h2oL + 11.16 - 0.0039*T + 0.002*P  (mod)
-
-#
- =================================================================
- Aqueous fluid: KNCFMASTOCr
-
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- All end-members except H2O mix together on one "site" as simple
- molecular mixing units. H2O occupies a second mixing unit with
- its entropic contribution doubled.
-
- Compositional variables simply represent the proportions of
- corresponding mixing units.
-
- End-members other than H2O are constructed by modifying the
- properties of "melt end-members". However the model does not allow
- for complete solution between silicate melt and aqueous fluid.
- --------------------------------------------------
-#
-
- starting guesses
-  ne(fl_G23T) = 0.0020000  range 0 <> 1
-  ks(fl_G23T) = 0.0020000  range 0 <> 1
-  h2o(fl_G23T) = 0.95000  range 0 <> 1
-
- site fractions
-   pq = 1 - ne - ks - h2o
-   pne = ne
-   pks = ks
-   ph2o = h2o
-   fac = 1 - h2o
-
- proportions
-   qfL = 1 - ne - ks - h2o
-   nefL = ne
-   ksfL = ks
-   H2O = h2o
-
- ideal mixing activities
-  qfL = fac*pq
-  nefL = fac*pne
-  ksfL = fac*pks
-  H2O = ph2o**2
-
- non-ideality by symmetric formalism
-  W(qfL,nefL) = 2.2 + 0.04*P
-  W(qfL,ksfL) = 0.3 - 0.03*P
-  W(qfL,H2O) = 72.8 - 1.03*P
-  W(nefL,ksfL) = 0
-  W(nefL,H2O) = 69.6 - 0.8*P
-  W(ksfL,H2O) = 75.1 - 1.35*P
-
- "make" end-members
-  qfL = 3 qL + 11.04 - 0.434*P  (make)
-  nefL = abL - 2 qL + 59.9 - 0.77*P  (make)
-  ksfL = kspL - 2 qL + 54.81 - 0.98*P  (make)
-
-#
- ====================================================================
- ternary feldspar, 4TR model, with plagioclase-friendly
-         parameterisation.
-
- Holland, TJB, Green, ECR & Powell, R (2021). A thermodynamic model
- for feldspars in KAlSi3O8-NaAlSi3O8-CaAl2Si2O8 for mineral
- equilibrium calculations. Journal of Metamorphic Geology, 1-14.
- Published online as DOI 10.1111/jmg.12639
-
- E-m   Formula        Mixing sites
-                      A                   TB*
-                      Na    Ca    K       Al    Si
- ab    NaAlSi3O8      1     0     0       1     3
- san   KAlSi3O8       0     0     1       1     3
- an    CaAl2Si2O8     0     1     0       2     2
- *use 1/4 entropy of mixing from TB-sites
-
- ca -> xCaA
- k -> xKA
- --------------------------------------------------
-#
-
- starting guesses
-  ca(fsp_H21) = 0.80000  range 0 <> 3
-  k(fsp_H21) = 0.030000  range 0 <> 1
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4*ca
-   xSiTB = 3/4 - 1/4*ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)
-  an = 2*xCaA*xAlTB**(1/2)*xSiTB**(1/2)
-  san = 1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935*T - 0.04*P
-  W(ab,san) = 24.1 - 0.00957*T + 0.338*P
-  W(an,san) = 48.5 - 0.13*P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-#
- ====================================================================
- Spinel: FMATOCr
-
- Tomlinson, EL & Holland, TJB (2021). A thermodynamic model for
- the subsolidus evolution and melting of peridotite.
- Journal of Petrology, egab012, 1-23.
- doi: 10.1093/petrology/egab012
-
-
- E-m  Formula                          Mixing sites
-                T                         M
-                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti
- nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel
- isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
- nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
- ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
- nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
- imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite
- pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite
- usp  Fe2TiO4   0     1     0     0       0     1     0     0     0     1    - ulvospinel
-
- x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
- y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
- c -> xCrM
- t -> 2 xTiM
- Q1 -> -xMgM + xMgT    - order variable
- Q2 -> -xFeM + xFeT    - order variable
- Q3 -> -xFe3M + xFe3T  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(spn_T21) = 0.10000  range 0 <> 1
-  y(spn_T21) = 0.050000  range 0 <> 1
-  c(spn_T21) = 0.050000  range 0 <> 1
-  t(spn_T21) = 0.050000  range 0 <> 1
-  Q1(spn_T21) = 0.20000  range 0 <> 1  order variable
-  Q2(spn_T21) = 0.20000  range 0 <> 1  order variable
-  Q3(spn_T21) = 0.20000  range 0 <> 1  order variable
-
- site fractions
-   xMgT = 1/3 + 1/3*t - 1/3*x + 2/3*Q1 + (-1/3*t)*x
-   xFeT = 1/3*x + 2/3*Q2 + 1/3*t*x
-   xAlT = 2/3 - 1/3*t - 2/3*Q1 - 2/3*Q2 - 2/3*Q3 - 2/3*y + 2/3*c*y + 2/3*t*y
-   xFe3T = 2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   xMgM = 1/3 - 1/3*Q1 + 1/3*t - 1/3*x + (-1/3*t)*x
-   xFeM = -1/3*Q2 + 1/3*x + 1/3*t*x
-   xAlM = 2/3 + 1/3*Q1 + 1/3*Q2 + 1/3*Q3 - c - 2/3*y - 5/6*t + 2/3*c*y + 2/3*t*y
-   xFe3M = -1/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   xCrM = c
-   xTiM = 1/2*t
-
- proportions
-   nsp = 1/3 + 1/3*t - 1/3*x - c + 2/3*Q1 + (-1/3*t)*x
-   isp = 2/3 - 2/3*Q1 + 2/3*t - 2/3*x + (-2/3*t)*x
-   nhc = 1/3*x - 1/3*y - t + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y
-   ihc = -t - 2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y
-   nmt = 1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y
-   imt = 2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   pcr = c
-   usp = t
-
- ideal mixing activities
-  nsp = xMgT*xAlM
-  isp = 2*xAlT*xMgM**(1/2)*xAlM**(1/2)
-  nhc = xFeT*xAlM
-  ihc = 2*xAlT*xFeM**(1/2)*xAlM**(1/2)
-  nmt = xFeT*xFe3M
-  imt = 2*xFe3T*xFeM**(1/2)*xFe3M**(1/2)
-  pcr = xMgT*xCrM
-  usp = 2*xFeT*xFeM**(1/2)*xTiM**(1/2)
-
- non-ideality by van laar
-  W(nsp,isp) = -6.7
-  W(nsp,nhc) = 3.6
-  W(nsp,ihc) = -9.8
-  W(nsp,nmt) = 43.2
-  W(nsp,imt) = 49.5
-  W(nsp,pcr) = -38.4 - 0.08*P
-  W(nsp,usp) = 40
-  W(isp,nhc) = 2.7
-  W(isp,ihc) = -3.5
-  W(isp,nmt) = 36.8
-  W(isp,imt) = 20.7
-  W(isp,pcr) = -21.6 - 0.08*P
-  W(isp,usp) = 38.2
-  W(nhc,ihc) = -6
-  W(nhc,nmt) = 17.5
-  W(nhc,imt) = 51.6
-  W(nhc,pcr) = -53.8
-  W(nhc,usp) = 25.7
-  W(ihc,nmt) = -4.1
-  W(ihc,imt) = 10
-  W(ihc,pcr) = -38.8
-  W(ihc,usp) = 21
-  W(nmt,imt) = 18.1
-  W(nmt,pcr) = 12.1
-  W(nmt,usp) = 5.2
-  W(imt,pcr) = -8.7
-  W(imt,usp) = 21.5
-  W(pcr,usp) = 15
-
-  v(nsp) = 1
-  v(isp) = 1
-  v(nhc) = 1
-  v(ihc) = 1
-  v(nmt) = 1
-  v(imt) = 1
-  v(pcr) = 1
-  v(usp) = 0.9
-
- "make" end-members
-  nsp = o-sp
-  isp = o-sp + 23.5 - 0.005763*T  (od)
-  nhc = o-herc
-  ihc = o-herc + 23.6 - 0.005763*T  (od)
-  nmt = e-mt + 0 + 0.005763*T  (od)
-  imt = e-mt + 0.3  (od)
-  pcr = picr
-
-#
- =================================================================
- garnet: CFMASTOCr
-
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- After:
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900,
- with minor modifications to W and ?G^end-member values in Ti- and
- Cr-bearing subsystems.
-
- E-m    Formula                     Mixing sites
-                            M1            M2
-                            Mg  Fe  Ca    Al  Cr  Fe3 Mg  Ti
- py    Mg3Al2Si3O12         3   0   0     2   0   0   0   0
- alm   Fe3Al2Si3O12         0   3   0     2   0   0   0   0
- gr    Ca3Al2Si3O12         0   0   3     2   0   0   0   0
- andr  Ca3Fe2Si3O12         0   0   3     0   0   2   0   0
- knom  Mg3Cr2Si3O12         3   0   0     0   2   0   0   0
- tig   Mg3.5AlTi0.5Si3O12   3   0   0     1   0   0   1/2 1/2
-
- x -> xFeM1/(xFeM1 + xMgM1)
- c -> xCaM1
- f -> xFe3M2
- cr -> xCrM2
- t -> xTiM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(g_G23) = 0.30000  range 0 <> 1
-  c(g_G23) = 0.20000  range 0 <> 1
-  f(g_G23) = 0.010000  range 0 <> 1
-  cr(g_G23) = 0.010000  range 0 <> 1
-  t(g_G23) = 0.0010000  range 0 <> 1
-
- site fractions
-   xMgM1 = 1 - c - x + c*x
-   xFeM1 = x + (-c)*x
-   xCaM1 = c
-   xAlM2 = 1 - cr - f - 2t
-   xCrM2 = cr
-   xFe3M2 = f
-   xMgM2 = t
-   xTiM2 = t
-
- proportions
-   py = 1 - c - cr - x - 4t + c*x
-   alm = x + (-c)*x
-   gr = c - f
-   andr = f
-   knr = cr
-   tig = 4t
-
- ideal mixing activities
-  py = xMgM1**3*xAlM2**2
-  alm = xFeM1**3*xAlM2**2
-  gr = xCaM1**3*xAlM2**2
-  andr = xCaM1**3*xFe3M2**2
-  knr = xMgM1**3*xCrM2**2
-  tig = 8*xMgM1**3*xAlM2*xMgM2**(1/2)*xTiM2**(1/2)
-
- non-ideality by van laar
-  W(py,alm) = 4 + 0.1*P
-  W(py,gr) = 45.4 - 0.01*T + 0.04*P
-  W(py,andr) = 107 - 0.01*T - 0.036*P
-  W(py,knr) = 2
-  W(py,tig) = 0
-  W(alm,gr) = 17 - 0.01*T + 0.1*P
-  W(alm,andr) = 65 - 0.01*T + 0.039*P
-  W(alm,knr) = 8.2 + 0.01*P
-  W(alm,tig) = 0
-  W(gr,andr) = 2
-  W(gr,knr) = 5 - 0.01*T + 0.18*P
-  W(gr,tig) = 0
-  W(andr,knr) = 63 - 0.01*T + 0.1*P
-  W(andr,tig) = 0
-  W(knr,tig) = 0
-
-  v(py) = 1
-  v(alm) = 1
-  v(gr) = 2.5
-  v(andr) = 2.5
-  v(knr) = 1
-  v(tig) = 1
-
- "make" end-members
-  knr = knor
-  tig = py + 1/2 per + 1/2 ru - 1/2 cor + 53.5 - 0.0173*T  (make)
-
-#
- ====================================================================
- olivine: CFMS
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
-  E-m    Formula	   Mixing sites
-                     M1            M2
-                     Mg    Fe      Mg    Fe    Ca
- mont    CaMgSiO4    1     0       0     0     1
- fa      Fe2SiO4     0     1       0     1     0
- fo      Mg2SiO4     1     0       1     0     0
- cfm     MgFeSiO4    1     0       0     1     0   - ordered intermediate
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- c -> xCaM2
- Q -> x - xFeM1/(xFeM1 + xMgM1)   - order variable
-
- --------------------------------------------------
-#
-
- starting guesses
-  x(ol_H18) = 0.10000  range 0 <> 1
-  c(ol_H18) = 0.0020000  range 0 <> 1
-  Q(ol_H18) = 0.010000  range 0 <> 1  order variable
-
- site fractions
-   xMgM1 = 1 + Q - x
-   xFeM1 = -Q + x
-   xMgM2 = 1 - c - Q - x + c*x
-   xFeM2 = Q + x + (-c)*x
-   xCaM2 = c
-
- proportions
-   mnt = c
-   fa = -Q + x
-   fo = 1 - c - Q - x + c*x
-   cfm = 2Q + (-c)*x
-
- ideal mixing activities
-  mnt = xMgM1*xCaM2
-  fa = xFeM1*xFeM2
-  fo = xMgM1*xMgM2
-  cfm = xMgM1*xFeM2
-
- non-ideality by symmetric formalism
-  W(mnt,fa) = 24
-  W(mnt,fo) = 38
-  W(mnt,cfm) = 24
-  W(fa,fo) = 9
-  W(fa,cfm) = 4.5
-  W(fo,cfm) = 4.5
-
- "make" end-members
-  mnt = mont
-  cfm = 1/2 fa + 1/2 fo
-
-#
- =================================================================
- Orthopyroxene: NCFMASTOCr
-
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- After:
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900,
- with minor modifications to W and ?G^end-member values, especially in Ti-
- and Cr-bearing subsystems.
-
- E-m   Formula                         Mixing sites
-                        M1                        M2                T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na    Si  Al
- en    Mg2Si2O6         1   0   0   0   0   0     1   0   0   0     2   0
- fs    Fe2Si2O6         0   1   0   0   0   0     0   1   0   0     2   0
- fm    MgFeSi2O6        1   0   0   0   0   0     0   1   0   0     2   0   - ordered intermediate
- odi   CaMgSi2O6        1   0   0   0   0   0     0   0   1   0     2   0
- mgts  MgAl2SiO6        0   0   1   0   0   0     1   0   0   0     1   1
- cren  MgCrAlSiO6       0   0   0   0   1   0     1   0   0   0     1   1
- obuf  Mg1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   1   0   0   0     1   1
- mess  MgFeAlSiO6       0   0   0   1   0   0     1   0   0   0     1   1
- ojd   NaAlSi2O6        0   0   1   0   0   0     0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- c -> xCaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)  - order variable
- f -> xFe3M1
- t -> xTiM1
- cr -> xCrM1
- j -> xNaM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(opx_G23) = 0.050000  range 0 <> 1
-  y(opx_G23) = 0.0060000  range 0 <> 2
-  c(opx_G23) = 0.025000  range 0 <> 1
-  Q(opx_G23) = 0.032000  range -1 <> 1  order variable
-  f(opx_G23) = 0.0010000  range 0 <> 1
-  t(opx_G23) = 0.0010000  range 0 <> 1
-  cr(opx_G23) = 0.0010000  range 0 <> 1
-  j(opx_G23) = 0.0010000  range 0 <> 1
-
- site fractions
-   xMgM1 = 1 - j - Q + t - x - y + j*Q + (-Q)*t + j*x + (-t)*x + Q*y + x*y
-   xFeM1 = Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y
-   xAlM1 = -cr - f + j + y - 2t
-   xFe3M1 = f
-   xCrM1 = cr
-   xTiM1 = t
-   xMgM2 = 1 - c - j + Q - x + (-j)*Q + Q*t + c*x + j*x + (-Q)*y
-   xFeM2 = -Q + x + j*Q + (-Q)*t + (-c)*x + (-j)*x + Q*y
-   xCaM2 = c
-   xNaM2 = j
-   xSiT = 1 - 1/2*y
-   xAlT = 1/2*y
-
- proportions
-   en = 1 - c - j + Q - x - y + (-j)*Q + Q*t + c*x + j*x + (-Q)*y
-   fs = Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y
-   fm = -2Q + 2j*Q + (-2Q)*t + (-c)*x + (-t)*x + 2Q*y + x*y
-   odi = c
-   mgts = -cr - f + y - 2t
-   cren = cr
-   obuf = 2t
-   mess = f
-   ojd = j
-
- ideal mixing activities
-  en = xMgM1*xMgM2*xSiT**(1/2)
-  fs = xFeM1*xFeM2*xSiT**(1/2)
-  fm = xMgM1*xFeM2*xSiT**(1/2)
-  odi = xMgM1*xCaM2*xSiT**(1/2)
-  mgts = 1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  cren = 1.4142*xCrM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  obuf = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  mess = 1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  ojd = xAlM1*xNaM2*xSiT**(1/2)
-
- non-ideality by van laar
-  W(en,fs) = 7
-  W(en,fm) = 3.5
-  W(en,odi) = 29 + 0.15*P
-  W(en,mgts) = 12.5 - 0.04*P
-  W(en,cren) = 8
-  W(en,obuf) = 6
-  W(en,mess) = 8
-  W(en,ojd) = 35
-  W(fs,fm) = 4.5
-  W(fs,odi) = 23 + 0.08*P
-  W(fs,mgts) = 11 - 0.15*P
-  W(fs,cren) = 10
-  W(fs,obuf) = 7
-  W(fs,mess) = 10
-  W(fs,ojd) = 35
-  W(fm,odi) = 19 + 0.08*P
-  W(fm,mgts) = 15 - 0.15*P
-  W(fm,cren) = 12
-  W(fm,obuf) = 8
-  W(fm,mess) = 12
-  W(fm,ojd) = 35
-  W(odi,mgts) = 75.5 - 0.84*P
-  W(odi,cren) = 20
-  W(odi,obuf) = 40
-  W(odi,mess) = 20
-  W(odi,ojd) = 35
-  W(mgts,cren) = 2
-  W(mgts,obuf) = 10
-  W(mgts,mess) = 2
-  W(mgts,ojd) = 7
-  W(cren,obuf) = 6
-  W(cren,mess) = 2
-  W(cren,ojd) = -11
-  W(obuf,mess) = 6
-  W(obuf,ojd) = 20
-  W(mess,ojd) = -11
-
-  v(en) = 1
-  v(fs) = 1
-  v(fm) = 1
-  v(odi) = 1.2
-  v(mgts) = 1
-  v(cren) = 1
-  v(obuf) = 1
-  v(mess) = 1
-  v(ojd) = 1.2
-
- "make" end-members
-  fm = 1/2 en + 1/2 fs - 6.6  (od)
-  odi = di + 2.8 + 0.005*P  (tran)
-  cren = mgts + kos - jd - 28.64 + 0.0155*T + 0.02*P  (make)
-  obuf = mgts + 1/2 per + 1/2 ru - 1/2 cor - 3.91 - 0.0051*T + 0.37*P  (make)
-  mess = mgts + acm - jd - 0.07 - 0.089*P  (make)
-  ojd = jd + 18.2  (tran)
-
-#
- =================================================================
- Clinopyroxene: KNCFMASTOCr
-
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- After:
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900,
- with minor modifications to W and ?G^end-member values, especially in Ti-
- and Cr-bearing subsystems.
-
- E-m   Formula                             Mixing sites
-                        M1                        M2                    T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na  K     Si  Al
- di    CaMgSi2O6        1   0   0   0   0   0     0   0   1   0   0     2   0
- cfs   Fe2Si2O6         0   1   0   0   0   0     0   1   0   0   0     2   0
- cats  CaAl2SiO6        0   0   1   0   0   0     0   0   1   0   0     1   1
- crdi  CaCrAlSiO6       0   0   0   0   1   0     0   0   1   0   0     1   1
- cess  CaFeAlSiO6       0   0   0   1   0   0     0   0   1   0   0     1   1
- cbuf  Ca1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   0   0   1   0   0     1   1
- jd    NaAlSi2O6        0   0   1   0   0   0     0   0   0   1   0     2   0
- cen   Mg2Si2O6         1   0   0   0   0   0     1   0   0   0   0     2   0
- cfm   MgFeSi2O6        1   0   0   0   0   0     0   1   0   0   0     2   0     - ordered intermediate
- kjd   KAlSi2O6         0   0   1   0   0   0     0   0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- o -> xFeM2 + xMgM2
- n -> xNaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)         - order variable
- f -> xFe3M1
- c -> xCrM1
- t -> xTiM1
- k -> xKM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(cpx_G23) = 0.075000  range 0 <> 1
-  y(cpx_G23) = 0.11200  range 0 <> 2
-  o(cpx_G23) = 0.050000  range 0 <> 1
-  n(cpx_G23) = 0.11000  range 0 <> 1
-  Q(cpx_G23) = -0.00050000  range -1 <> 1  order variable
-  f(cpx_G23) = 0.0010000  range 0 <> 1
-  cr(cpx_G23) = 0.0010000  range 0 <> 1
-  t(cpx_G23) = 0.0010000  range 0 <> 1
-  k(cpx_G23) = 0.0010000  range 0 <> 1
-
- site fractions
-   xMgM1 = 1 - k - n - Q + t - x - y + k*Q + n*Q + (-Q)*t + k*x + n*x + (-t)*x + Q*y + x*y
-   xFeM1 = Q + x + (-k)*Q + (-n)*Q + Q*t + (-k)*x + (-n)*x + t*x + (-Q)*y + (-x)*y
-   xAlM1 = -cr - f + k + n + y - 2t
-   xFe3M1 = f
-   xCrM1 = cr
-   xTiM1 = t
-   xMgM2 = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x + (-Q)*y
-   xFeM2 = -Q + k*Q + n*Q + (-Q)*t + o*x + Q*y
-   xCaM2 = 1 - k - n - o
-   xNaM2 = n
-   xKM2 = k
-   xSiT = 1 - 1/2*y
-   xAlT = 1/2*y
-
- proportions
-   di = 1 - k - n - o - y
-   cfs = Q + x + (-k)*Q + (-n)*Q + Q*t + (-k)*x + (-n)*x + t*x + (-Q)*y + (-x)*y
-   cats = -cr - f + y - 2t
-   crdi = cr
-   cess = f
-   cbuf = 2t
-   jd = n
-   cen = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x + (-Q)*y
-   cfm = -x - 2Q + 2k*Q + 2n*Q + (-2Q)*t + k*x + n*x + o*x + (-t)*x + 2Q*y + x*y
-   kjd = k
-
- ideal mixing activities
-  di = xMgM1*xCaM2*xSiT**(1/2)
-  cfs = xFeM1*xFeM2*xSiT**(1/2)
-  cats = 1.4142*xAlM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  crdi = 1.4142*xCrM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  cess = 1.4142*xFe3M1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  cbuf = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  jd = xAlM1*xNaM2*xSiT**(1/2)
-  cen = xMgM1*xMgM2*xSiT**(1/2)
-  cfm = xMgM1*xFeM2*xSiT**(1/2)
-  kjd = xAlM1*xKM2*xSiT**(1/2)
-
- non-ideality by van laar
-  W(di,cfs) = 25.8 - 0.03*P
-  W(di,cats) = 13 - 0.06*P
-  W(di,crdi) = 8
-  W(di,cess) = 8
-  W(di,cbuf) = 8
-  W(di,jd) = 26
-  W(di,cen) = 29.8 - 0.03*P
-  W(di,cfm) = 20.6 - 0.03*P
-  W(di,kjd) = 26
-  W(cfs,cats) = 25 - 0.1*P
-  W(cfs,crdi) = 38.3
-  W(cfs,cess) = 43.3
-  W(cfs,cbuf) = 24
-  W(cfs,jd) = 24
-  W(cfs,cen) = 2.3
-  W(cfs,cfm) = 3.5
-  W(cfs,kjd) = 24
-  W(cats,crdi) = 2
-  W(cats,cess) = 2
-  W(cats,cbuf) = 6
-  W(cats,jd) = 6
-  W(cats,cen) = 45.2 - 0.35*P
-  W(cats,cfm) = 27 - 0.1*P
-  W(cats,kjd) = 6
-  W(crdi,cess) = 2
-  W(crdi,cbuf) = 6
-  W(crdi,jd) = 3
-  W(crdi,cen) = 52.3
-  W(crdi,cfm) = 40.3
-  W(crdi,kjd) = 3
-  W(cess,cbuf) = 6
-  W(cess,jd) = 3
-  W(cess,cen) = 57.3
-  W(cess,cfm) = 45.3
-  W(cess,kjd) = 3
-  W(cbuf,jd) = 16
-  W(cbuf,cen) = 24
-  W(cbuf,cfm) = 22
-  W(cbuf,kjd) = 16
-  W(jd,cen) = 40
-  W(jd,cfm) = 26
-  W(jd,kjd) = 28
-  W(cen,cfm) = 4
-  W(cen,kjd) = 40
-  W(cfm,kjd) = 40
-
-  v(di) = 1.2
-  v(cfs) = 1
-  v(cats) = 1.9
-  v(crdi) = 1.9
-  v(cess) = 1.9
-  v(cbuf) = 1.9
-  v(jd) = 1.2
-  v(cen) = 1
-  v(cfm) = 1
-  v(kjd) = 1.2
-
- "make" end-members
-  cfs = fs + 2.1 - 0.002*T + 0.045*P  (tran)
-  crdi = e-cats + kos - jd + 4.85  (make)
-  cess = e-cats + acm - jd - 3.46  (make)
-  cbuf = e-cats + 1/2 per + 1/2 ru - 1/2 cor - 20.89 - 0.0012*T + 0.248*P  (make)
-  cen = en + 3.5 - 0.002*T + 0.048*P  (tran)
-  cfm = 1/2 en + 1/2 fs - 1.6 - 0.002*T + 0.0465*P  (od)
-  kjd = jd - abh + e-san + 10.82 + 0.6*P  (make)
-
-#
- ====================================================================
- ilmenite
-
- Weller et al 2023 in prep
-
-         A                         B
-         Fe    Ti    Fe3   Mg      Fe    Ti    Fe3   Mg
- oilm    1     0     0     0       0     1     0     0
- dilm    1/2   1/2   0     0       1/2   1/2   0     0
- hem     0     0     1     0       0     0     1     0
- ogk     0     0     0     1       0     1     0     0
- dgk     0     1/2   0     1/2     0     1/2   0     1/2
-
- i -> 1 - xFe3A
-
-             xMgA + xMgB
- m -> -------------------------
-      xFeA + xFeB + xMgA + xMgB
-
- Q -> xFeA - xFeB
-
- Qt -> -xTiA + xTiB
- -------------------------------------------------
-#
-
- starting guesses
-  i(ilm_W23) = 0.99000  range 0 <> 1
-  m(ilm_W23) = 0.20000  range 0 <> 1
-  Q(ilm_W23) = 0.40000  range 0 <> 1  order variable
-  Qt(ilm_W23) = 0.40000  range 0 <> 1  order variable
-
- site fractions
-   xFeA = 1/2*i + 1/2*Q + (-1/2*i)*m
-   xTiA = 1/2*i - 1/2*Qt
-   xFe3A = 1 - i
-   xMgA = -1/2*Q + 1/2*Qt + 1/2*i*m
-   xFeB = 1/2*i - 1/2*Q + (-1/2*i)*m
-   xTiB = 1/2*i + 1/2*Qt
-   xFe3B = 1 - i
-   xMgB = 1/2*Q - 1/2*Qt + 1/2*i*m
-
- proportions
-   oilm = Q
-   dilm = i - Q + (-i)*m
-   hm = 1 - i
-   ogk = -Q + Qt
-   dgk = Q - Qt + i*m
-
- ideal mixing activities
-  oilm = xFeA**(1/2)*xTiB**(1/2)
-  dilm = 2*xFeA**(1/4)*xTiA**(1/4)*xFeB**(1/4)*xTiB**(1/4)
-  hm = xFe3A**(1/2)*xFe3B**(1/2)
-  ogk = xMgA**(1/2)*xTiB**(1/2)
-  dgk = 2*xTiA**(1/4)*xMgA**(1/4)*xTiB**(1/4)*xMgB**(1/4)
-
- non-ideality by symmetric formalism
-  W(oilm,dilm) = 7.05 + 0.13*P
-  W(oilm,hm) = 14.3
-  W(oilm,ogk) = -7.6
-  W(oilm,dgk) = 0.6
-  W(dilm,hm) = 7.25 - 0.13*P
-  W(dilm,ogk) = -5.5
-  W(dilm,dgk) = -2.2
-  W(hm,ogk) = 12.5
-  W(hm,dgk) = 2.7
-  W(ogk,dgk) = 8.3
-
- "make" end-members
-  oilm = o-ilm
-  dilm = d-ilm
-  hm = e-hem
-  ogk = o-geik
-  dgk = d-geik
-
-#
- =================================================================
- clinoamphibole: NCKFMASHTO
-
- Green, ECR, White, RW, Diener, JFA, Powell, R, Holland, TJB &
- Palin, RM (2016). Activity-composition relations for the calculation
- of partial melting equilibria in metabasic rocks.
- Journal of Metamorphic Geology, 34, 845-869.
-
- E-m  Formula                                         Mixing sites
-                              A          M13     M2                M4            T1*      V
-                              v  Na K    Mg Fe   Mg Fe Al Fe3 Ti   Ca Mg Fe Na   Si Al   OH O
- tr   Ca2Mg5Si8O22(OH)2       1  0  0    3  0    2  0  0   0  0    2  0  0  0    4  0    2  0  tremolite
- tsm  Ca2Mg3Al4Si6O22(OH)2    1  0  0    3  0    0  0  2   0  0    2  0  0  0    2  2    2  0  tschermakite
- prgm NaCa2Mg4Al3Si6O22(OH)2  0  1  0    3  0    1  0  1   0  0    2  0  0  0    2  2    2  0  pargasite
- glm  Na2Mg3Al2Si8O22(OH)2    1  0  0    3  0    0  0  2   0  0    0  0  0  2    4  0    2  0  glaucophane
- cumm Mg7Si8O22(OH)2          1  0  0    3  0    2  0  0   0  0    0  2  0  0    4  0    2  0  cummingtonite
- grnm Fe7Si8O22(OH)2          1  0  0    0  3    0  2  0   0  0    0  0  2  0    4  0    2  0  grunerite
- a    Mg3Fe4Si8O22(OH)2       1  0  0    3  0    0  2  0   0  0    0  0  2  0    4  0    2  0  - ordered
- b    Mg2Fe5Si8O22(OH)2       1  0  0    0  3    2  0  0   0  0    0  0  2  0    4  0    2  0  - ordered
- mrb  Na2Mg3Fe2Si8O22(OH)2    1  0  0    3  0    0  0  0   2  0    0  0  0  2    4  0    2  0  magnesio-riebekite
- kprg KCa2Mg4Al3Si6O22(OH)2   0  0  1    3  0    1  0  1   0  0    2  0  0  0    2  2    2  0  K-pargasite
- tts  Ca2Mg3Al2Ti2Si6O24      1  0  0    3  0    0  0  0   0  2    2  0  0  0    2  2    0  2  Ti-tschermakite
- *use 1/4 entropy of mixing from T-site
-
- There is little information with which to estimate delH^formation for
- any of these end-members in the Holland & Powell dataset. The dataset
- value for the end-member tr is assumed to be correct, while the values
- for the other end-members are calibrated relative to this during a-x
- calibration.
-
- x -> (3 xFeM13 + 2 xFeM2 + 2 xFeM4)/(3 xFeM13 + 2 xFeM2 + 2 xFeM4 + 3 xMgM13 + 2 xMgM2 + 2 xMgM4)
- y -> xAlM2
- z -> xNaM4
- a -> xKA + xNaA
- k -> xKA/(xKA + xNaA)
- c -> xCaM4
- f -> xFe3M2
- t -> xTiM2
- Q1 -> x - xFeM13/(xFeM13 + xMgM13)  - order variable
- Q2 -> x - xFeM2/(xFeM2 + xMgM2)     - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(hb_G16) = 0.57500  range 0 <> 1
-  y(hb_G16) = 0.65000  range 0 <> 1
-  z(hb_G16) = 0.35000  range 0 <> 1
-  a(hb_G16) = 0.40000  range 0 <> 1
-  k(hb_G16) = 0.10000  range 0 <> 1
-  c(hb_G16) = 0.65000  range 0 <> 1
-  f(hb_G16) = 0.10000  range 0 <> 1
-  t(hb_G16) = 0.10000  range 0 <> 1
-  Q1(hb_G16) = 0.027600  range -1 <> 1  order variable
-  Q2(hb_G16) = 0.27500  range -1 <> 1  order variable
-
- site fractions
-   xvA = 1 - a
-   xNaA = a + (-a)*k
-   xKA = a*k
-   xMgM13 = 1 + Q1 - x
-   xFeM13 = -Q1 + x
-   xMgM2 = 1 - f + Q2 - t - x - y + (-f)*Q2 + (-Q2)*t + f*x + t*x + (-Q2)*y + x*y
-   xFeM2 = -Q2 + x + f*Q2 + Q2*t + (-f)*x + (-t)*x + Q2*y + (-x)*y
-   xAlM2 = y
-   xFe3M2 = f
-   xTiM2 = t
-   xCaM4 = c
-   xMgM4 = 1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z
-   xFeM4 = Q2 + x + 3/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z
-   xNaM4 = z
-   xSiT1 = 1 - 1/2*f - 1/2*t - 1/2*y + 1/2*z - 1/4*a
-   xAlT1 = 1/2*f + 1/2*t + 1/2*y - 1/2*z + 1/4*a
-   xOHV = 1 - t
-   xOV = t
-
- proportions
-   tr = -1/2*a + c - f - t - y + z
-   tsm = -1/2*a + f + y - z
-   prgm = a + (-a)*k
-   glm = -f + z
-   cumm = 1 - c - Q2 - x - z - 3/2*Q1 + f*Q2 + Q2*t + c*x + Q2*y + x*z
-   grnm = x - 2Q2 - 5/2*Q1 + 2f*Q2 + 2Q2*t + c*x + (-f)*x + (-t)*x + 2Q2*y + (-x)*y + x*z
-   a = Q2 + 5/2*Q1 + (-f)*Q2 + (-Q2)*t + (-c)*x + (-Q2)*y + (-x)*z
-   b = 2Q2 + 3/2*Q1 + (-2f)*Q2 + (-2Q2)*t + (-c)*x + f*x + t*x + (-2Q2)*y + x*y + (-x)*z
-   mrb = f
-   kprg = a*k
-   tts = t
-
- ideal mixing activities
-  tr = xvA*xMgM13**3*xMgM2**2*xCaM4**2*xSiT1*xOHV**2
-  tsm = 2*xvA*xMgM13**3*xAlM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2
-  prgm = 8*xNaA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2
-  glm = xvA*xMgM13**3*xAlM2**2*xNaM4**2*xSiT1*xOHV**2
-  cumm = xvA*xMgM13**3*xMgM2**2*xMgM4**2*xSiT1*xOHV**2
-  grnm = xvA*xFeM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2
-  a = xvA*xMgM13**3*xFeM2**2*xFeM4**2*xSiT1*xOHV**2
-  b = xvA*xFeM13**3*xMgM2**2*xFeM4**2*xSiT1*xOHV**2
-  mrb = xvA*xMgM13**3*xFe3M2**2*xNaM4**2*xSiT1*xOHV**2
-  kprg = 8*xKA*xMgM13**3*xMgM2*xAlM2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOHV**2
-  tts = 2*xvA*xMgM13**3*xTiM2**2*xCaM4**2*xSiT1**(1/2)*xAlT1**(1/2)*xOV**2
-
- non-ideality by van laar
-  W(tr,tsm) = 20
-  W(tr,prgm) = 25
-  W(tr,glm) = 65
-  W(tr,cumm) = 45
-  W(tr,grnm) = 75
-  W(tr,a) = 57
-  W(tr,b) = 63
-  W(tr,mrb) = 52
-  W(tr,kprg) = 30
-  W(tr,tts) = 85
-  W(tsm,prgm) = -40
-  W(tsm,glm) = 25
-  W(tsm,cumm) = 70
-  W(tsm,grnm) = 80
-  W(tsm,a) = 70
-  W(tsm,b) = 72.5
-  W(tsm,mrb) = 20
-  W(tsm,kprg) = -40
-  W(tsm,tts) = 35
-  W(prgm,glm) = 50
-  W(prgm,cumm) = 90
-  W(prgm,grnm) = 106.7
-  W(prgm,a) = 94.8
-  W(prgm,b) = 94.8
-  W(prgm,mrb) = 40
-  W(prgm,kprg) = 8
-  W(prgm,tts) = 15
-  W(glm,cumm) = 100
-  W(glm,grnm) = 113.5
-  W(glm,a) = 100
-  W(glm,b) = 111.2
-  W(glm,mrb) = 0
-  W(glm,kprg) = 54
-  W(glm,tts) = 75
-  W(cumm,grnm) = 33
-  W(cumm,a) = 18
-  W(cumm,b) = 23
-  W(cumm,mrb) = 80
-  W(cumm,kprg) = 87
-  W(cumm,tts) = 100
-  W(grnm,a) = 12
-  W(grnm,b) = 8
-  W(grnm,mrb) = 91
-  W(grnm,kprg) = 96
-  W(grnm,tts) = 65
-  W(a,b) = 20
-  W(a,mrb) = 80
-  W(a,kprg) = 94
-  W(a,tts) = 95
-  W(b,mrb) = 90
-  W(b,kprg) = 94
-  W(b,tts) = 95
-  W(mrb,kprg) = 50
-  W(mrb,tts) = 50
-  W(kprg,tts) = 35
-
-  v(tr) = 1
-  v(tsm) = 1.5
-  v(prgm) = 1.7
-  v(glm) = 0.8
-  v(cumm) = 1
-  v(grnm) = 1
-  v(a) = 1
-  v(b) = 1
-  v(mrb) = 0.8
-  v(kprg) = 1.7
-  v(tts) = 1.5
-
- "make" end-members
-  tsm = ts + 10  (mod)
-  prgm = parg - 10  (mod)
-  glm = gl - 3  (mod)
-  grnm = grun - 3  (mod)
-  a = 3/7 cumm + 4/7 grun - 11.2  (od)
-  b = 2/7 cumm + 5/7 grun - 13.8  (od)
-  mrb = gl - gr + andr
-  kprg = mu - pa + parg - 7.06 + 0.02*T  (make)
-  tts = - 2 dsp + 2 ru + ts + 95  (make)
-
-#
- =================================================================
- biotite: KFMASHTO
-
- Green, ECR, Powell, R, Holland, TJB, Riel, N and Weller, O
- Corrections to recently published thermodynamic models for silicate melt.
- Journal of Petrology, submitted
-
- After:
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286
- (some changes to W and delG^end-member values).
-
-
- E-m    Formula                                      Mixing sites
-                            M3                              M12           T             V
-                            Mg    Fe    Fe3   Ti    Al      Mg    Fe      Si    Al      OH    O
- phl   KMg3AlSi3O10(OH)2    1     0     0     0     0       2     0       1     1       2     0
- annm  KFe3AlSi3O10(OH)2    0     1     0     0     0       0     2       1     1       2     0
- obi   KMg2Fe1AlSi3O10(OH)2 0     1     0     0     0       2     0       1     1       2     0  - ordered intermediate
- eas   KMg2Al3Si2O10(OH)2   0     0     0     0     1       2     0       0     2       2     0
- tbi   KMg2AlSi3TiO12       0     0     0     1     0       2     0       1     1       0     2
- fbi   KMg2Al2FeSi2O10(OH)2 0     0     1     0     0       2     0       0     2       2     0
-
-
- x -> (2 xFeM12 + xFeM3)/(2 xFeM12 + xFeM3 + 2 xMgM12 + xMgM3)
- y -> xAlM3
- f -> xFe3M3
- t -> xTiM3
- Q -> 3 (x - xFeM12)  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(bi_G23) = 0.35000  range 0 <> 1
-  y(bi_G23) = 0.25000  range 0 <> 1
-  f(bi_G23) = 0.040000  range 0 <> 1
-  t(bi_G23) = 0.17000  range 0 <> 1
-  Q(bi_G23) = 0.25000  range 0 <> 1  order variable
-
- site fractions
-   xMgM3 = 1 - f - t - x - y - 2/3*Q + f*x + t*x + x*y
-   xFeM3 = x + 2/3*Q + (-f)*x + (-t)*x + (-x)*y
-   xFe3M3 = f
-   xTiM3 = t
-   xAlM3 = y
-   xMgM12 = 1 + 1/3*Q - x
-   xFeM12 = -1/3*Q + x
-   xSiT = 1/2 - 1/2*f - 1/2*y
-   xAlT = 1/2 + 1/2*f + 1/2*y
-   xOHV = 1 - t
-   xOV = t
-
- proportions
-   phl = 1 - f - t - x - y - 2/3*Q + f*x + t*x + x*y
-   annm = -1/3*Q + x
-   obi = Q + (-f)*x + (-t)*x + (-x)*y
-   eas = y
-   tbi = t
-   fbi = f
-
- ideal mixing activities
-  phl = 4*xMgM3*xMgM12**2*xSiT*xAlT*xOHV**2
-  annm = 4*xFeM3*xFeM12**2*xSiT*xAlT*xOHV**2
-  obi = 4*xFeM3*xMgM12**2*xSiT*xAlT*xOHV**2
-  eas = xAlM3*xMgM12**2*xAlT**2*xOHV**2
-  tbi = 4*xTiM3*xMgM12**2*xSiT*xAlT*xOV**2
-  fbi = xFe3M3*xMgM12**2*xAlT**2*xOHV**2
-
- non-ideality by symmetric formalism
-  W(phl,annm) = 12
-  W(phl,obi) = 4
-  W(phl,eas) = 10
-  W(phl,tbi) = 30
-  W(phl,fbi) = 14
-  W(annm,obi) = 8
-  W(annm,eas) = 0
-  W(annm,tbi) = 32
-  W(annm,fbi) = 5
-  W(obi,eas) = 7
-  W(obi,tbi) = 24
-  W(obi,fbi) = 6
-  W(eas,tbi) = 40
-  W(eas,fbi) = 1
-  W(tbi,fbi) = 40
-
- "make" end-members
-  annm = ann - 3  (mod)
-  obi = 1/3 ann + 2/3 phl - 6  (od)
-  eas = east + 2.2  (mod)
-  tbi = - br + phl + ru + 55  (make)
-  fbi = 1/2 east + acm - jd - 3  (make)
-
-#
- =================================================================
- epidote: CFASHO
-
- Holland, TJB & Powell, R (2011). An improved and
- extended internally consistent thermodynamic dataset
- for phases of petrological interest, involving a
- new equation of state for solids.
- Journal of Metamorphic Geology, 29, 333-383.
-
- E-m   Formula                Mixing sites
-                             M1       M3
-                             Al Fe3   Al Fe3
- cz    Ca2Al3Si3O12(OH)      1   0    1   0
- ep    Ca2FeAl2Si3O12(OH)    1   0    0   1  - ordered end-member
- fep   Ca2Fe2AlSi3O12(OH)    0   1    0   1
-
- f -> (xFe3M1+xFe3M3)/2
- Q ->  f - xFe3M1   - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  f(ep_H11) = 0.10000  range 0 <> 1
-  Q(ep_H11) = 0.20000  range 0 <> 0.5  order variable
-
- site fractions
-   xFeM1 = f - Q
-   xAlM1 = 1 - f + Q
-   xFeM3 = f + Q
-   xAlM3 = 1 - f - Q
-
- proportions
-   cz = 1 - f - Q
-   ep = 2Q
-   fep = f - Q
-
- ideal mixing activities
-  cz = xAlM1*xAlM3
-  ep = xAlM1*xFeM3
-  fep = xFeM1*xFeM3
-
- non-ideality by symmetric formalism
-  W(cz,ep) = 1
-  W(cz,fep) = 3
-  W(ep,fep) = 1
-
-#
- =================================================================
- Cordierite: FMASH
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- E-m   Formula                Mixing sites
-                              X             H
-                              Fe    Mg      H2O   v
- crd   Mg2Al4Si5O18           0     2       0     1
- fcrd  Fe2Al4Si5O18           2     0       0     1
- hcrd  Mg2Al4Si5O17(OH)2      0     2       1     0
-
- x -> xFeX/(xFeX + xMgX)
- h -> xH2OH
- --------------------------------------------------
-#
-
- starting guesses
-  x(cd_H18) = 0.30000  range 0 <> 1
-  h(cd_H18) = 0.70000  range 0 <> 1
-
- site fractions
-   xFeX = x
-   xMgX = 1 - x
-   xH2OH = h
-   xvH = 1 - h
-
- proportions
-   crd = 1 - h - x
-   fcrd = x
-   hcrd = h
-
- ideal mixing activities
-  crd = xMgX**2*xvH
-  fcrd = xFeX**2*xvH
-  hcrd = xMgX**2*xH2OH
-
- non-ideality by symmetric formalism
-  W(crd,fcrd) = 2.5
-  W(crd,hcrd) = 0
-  W(fcrd,hcrd) = 2
-
diff --git a/python/input_database_TC/tc-ds633.txt b/python/input_database_TC/tc-ds633.txt
deleted file mode 100755
index 940ff137..00000000
--- a/python/input_database_TC/tc-ds633.txt
+++ /dev/null
@@ -1,1156 +0,0 @@
-      fo   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2172.50   0.09510   4.3660
-         0.2333    0.000001494    -603.8   -1.8697
-         0.0000285  1285.00     3.84   -0.00300    0
-      fa   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1477.51   0.15100   4.6310
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000282  1256.00     4.68   -0.00370    0
-    teph   2  6   2.0000  1   1.0000 10   4.0000  0
-         -1733.91   0.15590   4.8990
-         0.2196    0.000000000   -1292.7   -1.3083
-         0.0000286  1256.00     4.68   -0.00370    0
-     lrn   2  7   2.0000  1   1.0000 10   4.0000  0
-         -2306.94   0.12760   5.1600
-         0.2475   -0.000003206       0.0   -2.0519
-         0.0000290   985.00     4.07   -0.00410    1   1710   0.01003    0.0500
-    mont   1  7   1.0000  5   1.0000  1   1.0000 10   4.0000  0
-         -2251.23   0.10950   5.1480
-         0.2507   -0.000010433    -797.2   -1.9961
-         0.0000287  1134.00     3.87   -0.00340    0
-    chum   8  5   9.0000  1   4.0000 10  18.0000 11   2.0000  0
-         -9613.22   0.44050  19.8010
-         1.0710   -0.000016533   -7899.6   -7.3739
-         0.0000320  1199.00     4.58   -0.00380    0
-    chdr   5  5   5.0000  1   2.0000 10  10.0000 11   2.0000  0
-         -5254.76   0.26000  11.0840
-         0.6250   -0.000001088   -2259.9   -4.9107
-         0.0000182  1161.00     4.80   -0.00410    0
-     mwd   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2138.06   0.09390   4.0510
-         0.2087    0.000003942   -1709.5   -1.3028
-         0.0000237  1726.00     3.84   -0.00220    0
-     fwd   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1467.69   0.14600   4.3210
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000273  1690.00     4.35   -0.00260    0
-     mrw   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2126.80   0.09000   3.9490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1781.00     4.35   -0.00240    0
-     frw   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1471.51   0.14000   4.2030
-         0.1668    0.000042610   -1705.4   -0.5414
-         0.0000222  1977.00     4.92   -0.00250    0
-     mpv   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1442.17   0.06260   2.4450
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2510.00     4.14   -0.00160    0
-     fpv   1  4   1.0000  1   1.0000 10   3.0000  0
-         -1082.69   0.09500   2.5340
-         0.1332    0.000010830   -3661.4   -0.3147
-         0.0000187  2810.00     4.14   -0.00160    0
-     apv   2  3   2.0000 10   3.0000  0
-         -1619.68   0.05180   2.5400
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2030.00     4.00   -0.00200    0
-     npv   2  8   0.5000  3   0.5000  1   1.0000 10   3.0000  0
-         -1365.00   0.06300   2.3340
-         0.1350    0.000008460   -1850.3   -0.6008
-         0.0000180  2030.00     4.00   -0.00200    0
-     ppv   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1418.48   0.06040   2.4420
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2312.00     4.00   -0.00160    0
-     cpv   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1533.57   0.07450   2.7450
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000200  2360.00     3.90   -0.00160    0
-     mak   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1489.55   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00220    0
-     fak   1  4   1.0000  1   1.0000 10   3.0000  0
-         -1142.11   0.09150   2.7600
-         0.1003    0.000013328   -4364.9    0.4198
-         0.0000212  2180.00     4.55   -0.00220    0
-     maj   3  5   4.0000  1   4.0000 10  12.0000  0
-         -6041.72   0.26020  11.4570
-         0.7136   -0.000000997   -1158.2   -6.6223
-         0.0000183  1600.00     4.56   -0.00280    0
-    nagt   3  8   1.0000  3   1.0000  5   2.0000  1   4.0000 10  12.0000  0
-         -5985.00   0.26060  11.0900
-         0.6208    0.000011200   -3755.9   -4.4213
-         0.0000210  1700.00     4.00   -0.00230    0
-      py   3  5   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -6284.74   0.26700  11.3130
-         0.6335    0.000000000   -5196.1   -4.3152
-         0.0000237  1743.00     4.05   -0.00230    0
-     alm   3  4   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -5267.06   0.33700  11.5250
-         0.7162   -0.000012410   -3160.8   -5.8635
-         0.0000212  1900.00     2.98   -0.00160    0
-    spss   3  6   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -5692.41   0.33530  11.7920
-         0.6469    0.000000000   -4525.8   -4.4528
-         0.0000227  1740.00     6.68   -0.00380    0
-      gr   3  7   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -6642.91   0.25500  12.5350
-         0.6260    0.000000000   -5779.2   -4.0029
-         0.0000220  1720.00     5.53   -0.00320    0
-    andr   3  7   3.0000  4   2.0000  1   3.0000 10  12.0000  0
-         -5768.87   0.31640  13.2040
-         0.6386    0.000000000   -4955.1   -3.9892
-         0.0000286  1588.00     5.68   -0.00360    0
-     ski   3  4   5.0000  1   3.0000 10  12.0000  0
-         -4330.84   0.40340  12.1440
-         0.6899    0.000000000   -2948.6   -5.0303
-         0.0000285  1574.00     6.70   -0.00430    0
-    knor   3  5   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-         -5701.18   0.30200  11.7380
-         0.6130    0.000003606   -4178.0   -3.7294
-         0.0000237  1534.00     4.34   -0.00280    0
-      uv   3  7   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-         -6057.59   0.32090  13.0770
-         0.6051    0.000003606   -4760.6   -3.4171
-         0.0000220  1620.00     4.70   -0.00290    0
-    osma   2  9   1.0000  5   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-        -14896.02   0.75500  37.8930
-         1.5407   -0.000011359  -10339.0  -11.6990
-         0.0000047  1290.00     4.10   -0.00310    0
-    osmm   3  9   1.0000  5   3.0000  3   3.0000  1  11.0000 10  30.0000  0
-        -14786.24   0.74000  38.4400
-         1.5255   -0.000010267  -10538.0  -11.3370
-         0.0000047  1290.00     4.10   -0.00310    0
-    osfa   1  9   1.0000  4   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-        -14215.31   0.78000  38.4500
-         1.5586   -0.000011359   -9476.5  -11.8450
-         0.0000049  1290.00     4.10   -0.00310    0
-     vsv   1  7  19.0000  5   2.0000  3  11.0000  1  18.0000 10  78.0000 11   9.0000  0
-        -42345.13   1.89000  85.2000
-         4.4880   -0.000057952  -22269.3  -33.4780
-         0.0000275  1255.00     4.80   -0.00380    0
-     and   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2588.60   0.09270   5.1530
-         0.2773   -0.000006588   -1914.1   -2.2656
-         0.0000181  1442.00     6.89   -0.00480    0
-      ky   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2592.90   0.08350   4.4140
-         0.2794   -0.000007124   -2055.6   -2.2894
-         0.0000192  1601.00     4.05   -0.00250    0
-    sill   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2585.69   0.09540   4.9860
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000112  1640.00     5.06   -0.00310    2   4.75 0.0100   4.75 0.0100     1   0.25
-    smul   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2569.21   0.10150   4.9870
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000136  1740.00     4.00   -0.00230    0
-    amul   2  3   2.5000  1   0.5000 10   4.7500  0
-         -2485.66   0.11300   5.0830
-         0.2448    0.000000968   -2533.3   -1.6416
-         0.0000136  1740.00     4.00   -0.00230    0
-     tpz   1  3   2.0000  1   1.0000 10   6.0000 11   2.0000  0
-         -2900.64   0.10050   5.3390
-         0.3877   -0.000007120    -857.2   -3.7442
-         0.0000157  1315.00     4.06   -0.00310    0
-     mst   4  5   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -25122.97   0.91000  44.2600
-         2.8205   -0.000059366  -13774.0  -24.1260
-         0.0000181  1684.00     4.05   -0.00240    0
-     fst   4  4   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -23755.13   1.01000  44.8800
-         2.8800   -0.000056595  -10642.0  -25.3730
-         0.0000183  1800.00     4.76   -0.00260    0
-    mnst   4  6   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -24242.69   1.03400  45.4600
-         2.8733   -0.000089064  -12688.0  -24.7490
-         0.0000209  1800.00     4.76   -0.00260    0
-    mctd   1  5   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3549.21   0.14600   6.8750
-         0.4174   -0.000003771   -2920.6   -3.4178
-         0.0000263  1456.00     4.06   -0.00280    0
-    fctd   1  4   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3208.50   0.16700   6.9800
-         0.4161   -0.000003477   -2835.9   -3.3603
-         0.0000280  1456.00     4.06   -0.00280    0
-   mnctd   1  6   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3335.51   0.16600   7.1750
-         0.4644   -0.000012654   -1147.2   -4.3410
-         0.0000260  1456.00     4.06   -0.00280    0
-    merw   1  7   3.0000  5   1.0000  1   2.0000 10   8.0000  0
-         -4545.69   0.25310   9.8470
-         0.4175    0.000008117   -2923.0   -2.3203
-         0.0000319  1200.00     4.07   -0.00340    0
-     spu   5  7   5.0000  1   2.0000 12   1.0000 10  11.0000  0
-         -5846.80   0.33200  14.6970
-         0.6141   -0.000003508   -2493.1   -4.1680
-         0.0000340   950.00     4.09   -0.00430    0
-      zo   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6896.15   0.29800  13.5750
-         0.6620    0.000010416   -6006.4   -4.2607
-         0.0000312  1044.00     4.00   -0.00380    0
-      cz   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6895.40   0.30100  13.6300
-         0.6309    0.000013693   -6645.8   -3.7311
-         0.0000233  1197.00     4.07   -0.00340    0
-      ep   2  7   2.0000  3   2.0000  4   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6473.65   0.31500  13.9200
-         0.6133    0.000022070   -7160.0   -2.9877
-         0.0000234  1340.00     4.00   -0.00300    0
-     fep   2  7   2.0000  3   1.0000  4   2.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6028.29   0.32900  14.2100
-         0.5847    0.000030447   -7674.2   -2.2443
-         0.0000231  1513.00     4.00   -0.00260    0
-     pmt   2  7   2.0000  3   2.0000  6   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6542.60   0.34000  13.8200
-         0.5698    0.000027790   -5442.9   -2.8126
-         0.0000238  1197.00     4.07   -0.00340    0
-     law   1  7   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4868.55   0.22900  10.1320
-         0.6878    0.000001566     375.9   -7.1792
-         0.0000265  1229.00     5.45   -0.00440    0
-     mpm   4  7   4.0000  3   5.0000  5   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -14386.65   0.62900  29.5500
-         1.7208   -0.000024928   -5998.7  -14.6203
-         0.0000248  1615.00     4.05   -0.00250    0
-     fpm   4  7   4.0000  3   5.0000  4   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -14034.03   0.65700  29.6800
-         1.7372   -0.000024582   -5161.1  -14.9630
-         0.0000249  1615.00     4.05   -0.00250    0
-     jgd   4  7   4.0000  4   6.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -11808.71   0.83000  31.0800
-         1.7954   -0.000037986   -4455.7  -14.8880
-         0.0000249  1615.00     4.05   -0.00250    0
-     geh   1  7   2.0000  3   2.0000  1   1.0000 10   7.0000  0
-         -3992.18   0.19850   9.0240
-         0.4057   -0.000007099   -1188.3   -3.1744
-         0.0000223  1080.00     4.08   -0.00380    2   7.51 0.0900   7.50 0.0900     1   0.80
-      ak   1  7   2.0000  5   1.0000  1   2.0000 10   7.0000  0
-         -3865.58   0.21250   9.2540
-         0.3854    0.000003209    -247.5   -2.8899
-         0.0000257  1420.00     4.06   -0.00290    0
-     rnk   3  7   3.0000  1   2.0000 10   7.0000  0
-         -3943.84   0.21000   9.6510
-         0.3723   -0.000002893   -2462.4   -2.1813
-         0.0000328   950.00     4.09   -0.00430    0
-      ty   5  7   5.0000  1   2.0000 12   2.0000 10  13.0000  0
-         -6368.13   0.39000  17.0390
-         0.7417   -0.000005345   -1434.6   -5.8785
-         0.0000342   950.00     4.09   -0.00430    0
-     crd   1  5   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -9163.18   0.40410  23.3220
-         0.9061    0.000000000   -7902.0   -6.2934
-         0.0000068  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-    hcrd   1  5   2.0000  3   4.0000  1   5.0000 10  19.0000 11   2.0000  0
-         -9448.27   0.48300  23.3220
-         0.9553    0.000000000   -8352.6   -6.3012
-         0.0000067  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-    fcrd   2  4   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -8444.07   0.46100  23.7100
-         0.9240    0.000000000   -7039.4   -6.4396
-         0.0000067  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-   mncrd   1  6   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -8692.15   0.47300  24.0270
-         0.8865    0.000000000   -8840.0   -5.5904
-         0.0000069  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-     phA   7  5   7.0000  1   2.0000 10  14.0000 11   6.0000  0
-         -7129.61   0.35050  15.4220
-         0.9620   -0.000011521   -4517.8   -7.7247
-         0.0000355  1450.00     4.06   -0.00280    0
-     phD   1  5   1.0000  1   2.0000 10   6.0000 11   2.0000  0
-         -2670.16   0.11120   5.1030
-         0.2946    0.000007944   -5008.7   -1.3355
-         0.0000379  1650.00     5.00   -0.00300    0
-     phE   1  5   2.4000  1   1.2000 10   6.0000 11   2.4000  0
-         -2931.15   0.16900   6.4350
-         0.3974   -0.000003533   -1344.4   -3.2902
-         0.0000379   930.00     5.00   -0.00540    0
-     shB  10  5  10.0000  1   3.0000 10  18.0000 11   4.0000  0
-         -9477.32   0.39600  18.6150
-         1.0777    0.000000642   -7407.4   -7.4287
-         0.0000356  1320.00     5.30   -0.00391    0
-     sph   1  7   1.0000  2   1.0000  1   1.0000 10   5.0000  0
-         -2601.45   0.12400   5.5650
-         0.2279    0.000002924   -3539.5   -0.8943
-         0.0000158  1017.00     9.85   -0.00970    1    485   0.00040    0.0050
-    cstn   1  7   1.0000  1   2.0000 10   5.0000  0
-         -2482.91   0.09950   4.8180
-         0.2056    0.000006034   -5517.7   -0.3526
-         0.0000158  1782.00     4.00   -0.00220    0
-     zrc   2 16   1.0000  1   1.0000 10   4.0000  0
-         -2035.14   0.08303   3.9260
-         0.2320   -0.000014405       0.0   -2.2382
-         0.0000125  2301.00     4.04   -0.00180    0
-     zrt   2 16   1.0000  2   1.0000 10   4.0000  0
-         -1998.02   0.09800   4.4200
-         0.2146   -0.000008226     190.3   -1.8204
-         0.0000125  2301.00     4.04   -0.00180    0
-     tcn   2  2   1.0000  1   1.0000 10   4.0000  0
-         -1766.36   0.07700   3.4930
-         0.2086   -0.000003669     113.0   -1.9069
-         0.0000125  2301.00     4.04   -0.00180    0
-      en   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3089.96   0.13250   6.2620
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000227  1059.00     8.65   -0.00820    0
-    pren   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3084.30   0.13700   6.4760
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000230  1059.00     8.65   -0.00820    0
-     cen   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3090.85   0.13200   6.2640
-         0.3060   -0.000003793   -3041.7   -1.8521
-         0.0000211  1059.00     8.65   -0.00820    0
-     hen   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3082.46   0.13170   6.0990
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000226  1500.00     5.50   -0.00360    0
-     hfs   1  4   2.0000  1   2.0000 10   6.0000  0
-         -2380.55   0.18900   6.4050
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000237  1500.00     5.50   -0.00360    0
-      fs   2  4   2.0000  1   2.0000 10   6.0000  0
-         -2388.50   0.18990   6.5920
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000326  1010.00     4.08   -0.00400    0
-    mgts   1  5   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-         -3200.66   0.12850   6.0500
-         0.3714   -0.000004082    -398.4   -3.5471
-         0.0000217  1028.00     8.55   -0.00830    0
-      di   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-         -3201.78   0.14290   6.6190
-         0.3145    0.000000041   -2745.9   -2.0201
-         0.0000273  1192.00     5.19   -0.00440    0
-     hed   2  7   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-         -2841.97   0.17500   6.7950
-         0.3402    0.000000812   -1047.8   -2.6467
-         0.0000238  1192.00     3.97   -0.00330    0
-      jd   1  8   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3025.37   0.13350   6.0400
-         0.3194    0.000003616   -1173.9   -2.4695
-         0.0000210  1281.00     3.81   -0.00300    0
-     kjd   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -2932.70   0.14124   6.4790
-         0.3162    0.000006905    -905.3   -2.4890
-         0.0000273  1450.00     5.00   -0.00340    0
-     acm   1  8   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-         -2583.27   0.17060   6.4590
-         0.3071    0.000016758   -1685.5   -2.1258
-         0.0000211  1060.00     4.08   -0.00380    0
-     kos   1  8   1.0000 19   1.0000  1   2.0000 10   6.0000  0
-         -2744.89   0.14965   6.3090
-         0.3092    0.000005419    -664.6   -2.1766
-         0.0000194  1308.00     3.00   -0.00230    0
-    cats   1  7   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-         -3310.05   0.13500   6.3560
-         0.3476   -0.000006974   -1781.6   -2.7575
-         0.0000208  1192.00     5.19   -0.00440    2   3.80 0.0100   3.80 0.0100     1   0.25
-    caes   1  7   0.5000  3   1.0000  1   2.0000 10   6.0000  0
-         -3001.96   0.12700   6.0500
-         0.3620   -0.000016944    -175.9   -3.5657
-         0.0000231  1192.00     5.19   -0.00440    0
-    rhod   1  6   1.0000  1   1.0000 10   3.0000  0
-         -1322.35   0.10050   3.4940
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000281   840.00     4.00   -0.00480    0
-    pxmn   1  6   1.0000  1   1.0000 10   3.0000  0
-         -1323.13   0.09930   3.4720
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000280   840.00     4.00   -0.00480    0
-      wo   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1633.76   0.08250   3.9930
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000254   795.00     4.10   -0.00520    0
-    pswo   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1627.96   0.08780   4.0080
-         0.1578    0.000000000    -967.3   -1.0754
-         0.0000285  1100.00     4.08   -0.00370    0
-     wal   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1625.60   0.08450   3.7633
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000320   860.00     4.00   -0.00470    0
-      tr   2  7   2.0000  5   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12304.30   0.55300  27.2700
-         1.2602    0.000003830  -11455.0   -8.2376
-         0.0000261   762.00     4.10   -0.00540    0
-    fact   5  7   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10503.60   0.71000  28.4200
-         1.2900    0.000029992   -8447.5   -8.9470
-         0.0000288   760.00     4.10   -0.00540    0
-      ts   2  7   2.0000  5   3.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12554.64   0.53300  26.8000
-         1.2448    0.000024348  -11965.0   -8.1121
-         0.0000266   760.00     4.10   -0.00540    0
-    parg   4  8   1.0000  7   2.0000  5   4.0000  3   3.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12664.76   0.63500  27.1900
-         1.2802    0.000022997  -12359.5   -8.0658
-         0.0000280   912.00     4.09   -0.00450    0
-      gl   2  8   2.0000  5   3.0000  3   2.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -11955.92   0.53000  25.9800
-         1.7175   -0.000121070    7075.0  -19.2720
-         0.0000158   883.00     4.09   -0.00460    0
-     fgl   3  8   2.0000  3   2.0000  4   3.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10879.52   0.62400  26.5900
-         1.7629   -0.000118992    9423.7  -20.2071
-         0.0000183   890.00     4.09   -0.00460    0
-     nyb   5  8   3.0000  5   3.0000  3   3.0000  1   7.0000 10  24.0000 11   2.0000  0
-        -12165.45   0.62200  26.3140
-         1.7452   -0.000112162    6425.5  -19.1630
-         0.0000220   910.00     4.09   -0.00450    0
-    rieb   2  8   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10024.10   0.69500  27.4900
-         1.7873   -0.000124882    9627.1  -20.2755
-         0.0000181   890.00     4.09   -0.00460    0
-    anth   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12065.90   0.53700  26.5400
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00590    0
-   fanth   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-         -9623.75   0.72500  27.8700
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   700.00     4.11   -0.00590    0
-    cumm   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12063.75   0.53800  26.3300
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00590    0
-    grun   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-         -9606.39   0.73500  27.8400
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   648.00     4.12   -0.00640    0
-     ged   5  5   5.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12306.61   0.53500  25.9560
-         1.3077    0.000023642   -9307.4   -9.7990
-         0.0000241   700.00     4.11   -0.00590    0
-    spr4   4  5   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-        -11020.35   0.42550  19.9000
-         1.1331   -0.000007596   -8816.6   -8.1806
-         0.0000205  2500.00     4.04   -0.00160    0
-    spr5   4  5   3.0000  3  10.0000  1   1.0000 10  20.0000  0
-        -11135.05   0.41950  19.7500
-         1.1034    0.000001015  -10957.0   -7.4092
-         0.0000206  2500.00     4.04   -0.00160    0
-    fspr   4  4   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-         -9658.04   0.48500  19.9230
-         1.1329   -0.000007348  -10420.2   -7.0366
-         0.0000196  2500.00     4.04   -0.00170    0
-    mcar   1  5   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4770.85   0.22150  10.5900
-         0.6830   -0.000014054     291.0   -6.9764
-         0.0000243   525.00     4.14   -0.00790    0
-    fcar   1  4   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4411.49   0.25110  10.6950
-         0.6866   -0.000012415     186.0   -6.8840
-         0.0000221   525.00     4.14   -0.00790    0
-    deer  12  4  18.0000  1  12.0000 10  50.0000 11  10.0000  0
-        -18339.50   1.65000  55.7400
-         3.1644   -0.000027883   -5039.1  -26.7210
-         0.0000275   630.00     4.12   -0.00650    0
-      mu_x   2  9   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5976.51   0.29200  14.0830
-         0.7564   -0.000019840   -2170.0   -6.9792
-         0.0000307   490.00     4.15   -0.00850    0
-     cel   1  9   1.0000  5   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5834.86   0.29000  13.9570
-         0.7412   -0.000018748   -2368.8   -6.6169
-         0.0000307   700.00     4.11   -0.00590    0
-    fcel   1  9   1.0000  4   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5468.63   0.33000  14.0700
-         0.7563   -0.000019147   -1586.1   -6.9287
-         0.0000318   700.00     4.11   -0.00590    0
-      pa   1  8   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5942.66   0.27700  13.2110
-         0.8030   -0.000031580     217.0   -8.1510
-         0.0000370   515.00     6.51   -0.01260    0
-      ma   1  7   1.0000  3   4.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -6241.92   0.26500  12.9640
-         0.7444   -0.000016800   -2074.4   -6.7832
-         0.0000233  1000.00     4.08   -0.00410    0
-     phl   2  9   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6214.61   0.32600  14.9640
-         0.7703   -0.000036939   -2328.9   -6.5316
-         0.0000380   513.00     7.33   -0.01430    0
-     ann   3  9   1.0000  4   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5143.59   0.42000  15.4320
-         0.8157   -0.000034861      19.8   -7.4667
-         0.0000380   513.00     7.33   -0.01430    0
-    mnbi   2  9   1.0000  6   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5475.46   0.43300  15.2640
-         0.8099   -0.000059213   -1514.4   -6.9987
-         0.0000380   530.00     7.33   -0.01430    0
-    east   2  9   1.0000  5   2.0000  3   3.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -6330.12   0.31800  14.7380
-         0.7855   -0.000038031   -2130.3   -6.8937
-         0.0000380   530.00     7.33   -0.01430    0
-    naph   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6164.67   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01430    0
-     tan   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5899.79   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-    clin   2  5   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -8908.95   0.43700  21.1400
-         1.1708   -0.000001508   -3825.8  -10.3150
-         0.0000204   870.00     4.09   -0.00470    0
-    ames   2  5   4.0000  3   4.0000  1   2.0000 10  18.0000 11   8.0000  0
-         -9040.33   0.41200  20.7100
-         1.1860   -0.000002599   -3627.2  -10.6770
-         0.0000200   870.00     4.09   -0.00470    0
-   afchl   2  5   6.0000  1   4.0000 10  18.0000 11   8.0000  0
-         -8727.58   0.43900  21.5700
-         1.1550   -0.000000417   -4024.4   -9.9529
-         0.0000204   870.00     4.09   -0.00470    0
-    daph   3  4   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7117.95   0.58400  21.6200
-         1.1920   -0.000005940   -4826.4   -9.7683
-         0.0000227   870.00     4.09   -0.00470    0
-   mnchl   2  6   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7699.12   0.59500  22.5900
-         1.1365   -0.000005243   -5548.1   -8.9115
-         0.0000223   870.00     4.09   -0.00470    0
-     sud   2  5   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -8626.15   0.39500  20.3000
-         1.4361   -0.000048749   -2748.5  -13.7640
-         0.0000199   870.00     4.09   -0.00470    0
-    fsud   2  4   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7899.96   0.45600  20.4000
-         1.4663   -0.000047365   -1182.8  -14.3880
-         0.0000208   870.00     4.09   -0.00470    0
-     prl   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5640.52   0.23900  12.8040
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02710    0
-      ta   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5896.74   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-     fta   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -4798.85   0.35200  14.2250
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01440    0
-    tats   2  5   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6000.93   0.25900  13.5100
-         0.5495    0.000036324   -8606.6   -2.5153
-         0.0000180   430.00     6.17   -0.01440    0
-     tap   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5649.65   0.23500  13.4500
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02710    0
-     nta   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6163.46   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01430    0
-    minn   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -4818.98   0.35500  14.8510
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01440    0
-    minm   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5865.93   0.26390  14.2910
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-     kao   2  3   2.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4121.93   0.20370   9.9340
-         0.4367   -0.000034295   -4055.9   -2.6991
-         0.0000251   645.00     4.12   -0.00640    0
-     pre   1  7   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6202.07   0.29280  14.0260
-         0.7249   -0.000013865   -2059.0   -6.3239
-         0.0000158  1093.00     4.01   -0.00370    0
-    fpre   1  7   2.0000  3   1.0000  4   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5766.49   0.32000  14.8000
-         0.7371   -0.000016810   -1957.3   -6.3581
-         0.0000158  1093.00     4.01   -0.00370    0
-     chr   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4360.80   0.22130  10.7460
-         0.6247   -0.000020770   -1721.8   -5.6194
-         0.0000220   628.00     4.00   -0.00640    0
-     liz   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4368.98   0.21200  10.6450
-         0.6147   -0.000020770   -1721.8   -5.6194
-         0.0000220   710.00     3.20   -0.00450    0
-     glt   3  4   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -3297.31   0.31000  11.9800
-         0.5764    0.000002984   -3757.0   -4.1662
-         0.0000228   630.00     4.00   -0.00630    0
-    fstp   5  9   0.5000  4   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-        -12552.15   0.93020  37.2390
-         1.9443   -0.000012289   -4840.2  -16.6350
-         0.0000368   513.00     7.33   -0.01430    0
-    mstp   5  9   0.5000  5   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-        -14288.21   0.84740  36.5770
-         1.8622   -0.000014018   -8983.1  -14.9230
-         0.0000371   513.00     7.33   -0.01430    0
-     atg  48  5  48.0000  1  34.0000 10 147.0000 11  62.0000  0
-        -71400.99   3.62000 175.4800
-         9.6210   -0.000091183  -35941.6  -83.0342
-         0.0000280   631.00     5.92   -0.00940    0
-      ab   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3935.29   0.20740  10.0670
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000236   541.00     5.91   -0.01090    2  14.00 0.0420  13.00 0.0420     3   0.90
-     abh   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3921.29   0.22430  10.1050
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000241   541.00     5.91   -0.01090    0
-     mic   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3975.41   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    0
-     san   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3966.76   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    2   8.65 0.0240   8.50 0.0240     3   0.80
-      an   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-         -4232.60   0.20050  10.0790
-         0.3705    0.000010010   -4339.1   -1.9606
-         0.0000141   860.00     4.09   -0.00480    2  42.01 0.1000  42.00 0.1000     1   2.00
-     kcm   1  9   1.0000  3   1.0000  1   3.0000 10   9.0000 11   2.0000  0
-         -4232.70   0.28150  11.4380
-         0.5365   -0.000010090    -980.4   -4.7350
-         0.0000321   425.00     2.00   -0.00470    0
-      wa   1  9   2.0000  1   4.0000 10   9.0000  0
-         -4272.09   0.25400  10.8440
-         0.4991    0.000000000       0.0   -4.3501
-         0.0000266   900.00     4.00   -0.00440    0
-     hol   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3792.02   0.16620   7.1280
-         0.4176   -0.000003617   -4748.1   -2.8199
-         0.0000280  1800.00     4.00   -0.00220    0
-       q   1  1   1.0000 10   2.0000  0
-          -910.71   0.04143   2.2690
-         0.0929   -0.000000642    -714.9   -0.7161
-         0.0000000   730.00     6.00   -0.00820    1    847   0.00495    0.1188
-     trd   1  1   1.0000 10   2.0000  0
-          -907.10   0.04410   2.8000
-         0.0749    0.000003100   -1174.0   -0.2367
-         0.0000000   150.00     4.36   -0.02910    0
-    crst   1  1   1.0000 10   2.0000  0
-          -904.26   0.05086   2.7450
-         0.0727    0.000001304   -4129.0    0.0000
-         0.0000000   160.00     4.35   -0.02720    0
-     coe   1  1   1.0000 10   2.0000  0
-          -906.99   0.03960   2.0640
-         0.1078   -0.000003279    -190.3   -1.0416
-         0.0000123   979.00     4.19   -0.00430    0
-     stv   1  1   1.0000 10   2.0000  0
-          -876.72   0.02400   1.4010
-         0.0681    0.000006010   -1978.2   -0.0821
-         0.0000158  3090.00     4.60   -0.00150    0
-      ne   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2094.86   0.12440   5.4190
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000463   465.00     4.16   -0.00890    1    467   0.01000    0.0800
-      cg   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2092.03   0.11870   5.6030
-         0.1161    0.000086021   -1992.7    0.0000
-         0.0000450   465.00     4.16   -0.00890    0
-     cgh   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2078.31   0.13500   5.6700
-         0.2292    0.000011876       0.0   -1.9707
-         0.0000467   465.00     4.16   -0.00890    0
-    macf   1  5   1.0000  3   2.0000 10   4.0000  0
-         -2246.37   0.08000   3.6140
-         0.2000    0.000006252   -2996.4   -0.8884
-         0.0000193  2120.00     4.00   -0.00170    0
-    mscf   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2061.42   0.08750   3.6490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1850.00     4.00   -0.00170    0
-    fscf   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1402.50   0.14340   3.9140
-         0.1811    0.000018526   -2767.2   -0.5271
-         0.0000201  1850.00     4.00   -0.00170    0
-    nacf   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -1965.65   0.11000   3.6310
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000210  1850.00     4.60   -0.00250    0
-    cacf   1  7   1.0000  3   2.0000 10   4.0000  0
-         -2325.60   0.08760   3.9760
-         0.1919    0.000009563   -3211.3   -0.6402
-         0.0000193  1900.00     4.00   -0.00210    0
-   manal   1  5   3.0000  3   6.0000 10  12.0000  0
-         -6796.63   0.25000  11.1660
-         0.6000    0.000018756   -8989.2   -2.6652
-         0.0000193  1840.00     4.00   -0.00220    0
-   nanal   2  8   1.0000  5   2.0000  3   5.0000  1   1.0000 10  12.0000  0
-         -6610.27   0.28000  11.3220
-         0.6727    0.000000106   -5992.8   -4.5399
-         0.0000201  1840.00     4.00   -0.00220    0
-   msnal   1  5   6.0000  1   3.0000 10  12.0000  0
-         -6172.38   0.27250  11.0610
-         0.6399    0.000008070   -4231.2   -4.4877
-         0.0000210  1850.00     4.00   -0.00220    0
-   fsnal   1  4   6.0000  1   3.0000 10  12.0000  0
-         -4146.00   0.44020  11.8560
-         0.5433    0.000055578   -8301.6   -1.5813
-         0.0000210  1850.00     4.00   -0.00220    0
-   canal   1  7   1.0000  5   2.0000  3   6.0000 10  12.0000  0
-         -6840.00   0.25760  11.1590
-         0.5919    0.000022067   -9204.1   -2.4170
-         0.0000193  1770.00     4.00   -0.00220    0
-     sdl   1  8   8.0000  3   6.0000  1   6.0000 13   2.0000 10  24.0000  0
-        -13407.37   0.91000  42.1300
-         1.5327    0.000047747   -2972.8  -12.4270
-         0.0000463   465.00     4.16   -0.00890    0
-     kls   1  9   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2123.21   0.13600   6.0520
-         0.2420   -0.000004482    -895.8   -1.9358
-         0.0000316   514.00     2.00   -0.00390    0
-      lc   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3029.43   0.19850   8.8260
-         0.3698   -0.000016332     684.7   -3.6831
-         0.0000185   450.00     5.70   -0.01270    2  11.61 0.4000  11.60 0.4000     2   0.70
-      me   4  7   4.0000  3   6.0000  1   6.0000 10  27.0000 12   1.0000  0
-        -13841.60   0.75200  33.9850
-         1.3590    0.000036442   -8594.7   -9.5982
-         0.0000181   870.00     4.09   -0.00470    0
-     wrk   1  7   1.0000  3   2.0000  1   4.0000 10  14.0000 11   4.0000  0
-         -6662.35   0.38000  19.0400
-         0.8383   -0.000021460   -2272.0   -7.2923
-         0.0000149   860.00     4.09   -0.00480    0
-     lmt   1  7   1.0000  3   2.0000  1   4.0000 10  16.0000 11   8.0000  0
-         -7262.59   0.46500  20.3700
-         1.0134   -0.000021413   -2235.8   -8.8067
-         0.0000137   860.00     4.09   -0.00480    0
-     heu   1  7   1.0000  3   2.0000  1   7.0000 10  24.0000 11  12.0000  0
-        -10545.09   0.78300  31.7000
-         1.5048   -0.000033224   -2959.3  -13.2972
-         0.0000157   274.00     4.00   -0.01460    0
-    stlb   1  7   1.0000  3   2.0000  1   7.0000 10  25.0000 11  14.0000  0
-        -10896.63   0.71000  32.8700
-         1.5884   -0.000032043   -3071.6  -13.9669
-         0.0000151   860.00     4.09   -0.00480    0
-     anl   1  8   1.0000  3   1.0000  1   2.0000 10   7.0000 11   2.0000  0
-         -3307.05   0.23200   9.7400
-         0.6435   -0.000016067    9302.3   -9.1796
-         0.0000276   400.00     4.18   -0.01040    0
-    lime   1  7   1.0000 10   1.0000  0
-          -634.58   0.03810   1.6760
-         0.0524    0.000003673    -750.7   -0.0510
-         0.0000341  1130.00     3.87   -0.00340    0
-      ru   1  2   1.0000 10   2.0000  0
-          -944.16   0.05050   1.8820
-         0.0904    0.000002900       0.0   -0.6238
-         0.0000224  2220.00     4.24   -0.00190    0
-     per   1  5   1.0000 10   1.0000  0
-          -601.60   0.02650   1.1250
-         0.0605    0.000000362    -535.8   -0.2992
-         0.0000311  1616.00     3.95   -0.00240    0
-    fper   1  4   1.0000 10   1.0000  0
-          -262.16   0.05860   1.2060
-         0.0444    0.000008280   -1214.2    0.1852
-         0.0000322  1520.00     4.90   -0.00320    0
-      wu   1  4   1.0000 10   1.0000  0
-          -262.43   0.06300   1.2060
-         0.0674    0.000003758     315.7   -0.3817
-         0.0000322  1520.00     4.00   -0.00320    0
-    mang   1  6   1.0000 10   1.0000  0
-          -385.57   0.05970   1.3220
-         0.0598    0.000003600     -31.4   -0.2826
-         0.0000369  1645.00     4.46   -0.00270    0
-     cor   2  3   2.0000 10   3.0000  0
-         -1675.22   0.05090   2.5580
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2540.00     4.34   -0.00170    0
-    mcor   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1468.36   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00220    0
-     hem   2  4   2.0000 10   3.0000  0
-          -825.42   0.08740   3.0270
-         0.1639    0.000000000   -2257.2   -0.6576
-         0.0000279  2230.00     4.04   -0.00180    1    955   0.01560    0.0000
-     esk   2 19   2.0000 10   3.0000  0
-         -1128.17   0.08300   2.8980
-         0.1190    0.000009496   -1442.0   -0.0034
-         0.0000159  2450.00     3.60   -0.00150    0
-     bix   2  6   2.0000 10   3.0000  0
-          -959.00   0.11370   3.1370
-         0.1451    0.000023534     721.6   -1.0084
-         0.0000291  2230.00     4.04   -0.00180    0
-     NiO   1 15   1.0000 10   1.0000  0
-          -239.47   0.03800   1.0970
-         0.0477    0.000007824    -392.5    0.0000
-         0.0000330  2000.00     3.94   -0.00200    1    520   0.00570    0.0000
-     pnt   1  6   1.0000  2   1.0000 10   3.0000  0
-         -1361.50   0.10550   3.2880
-         0.1435    0.000003373   -1940.7   -0.4076
-         0.0000240  1700.00     8.30   -0.00490    0
-    geik   1  5   1.0000  2   1.0000 10   3.0000  0
-         -1568.39   0.07360   3.0860
-         0.1155    0.000014938   -2637.7    0.0455
-         0.0000215  1700.00     8.30   -0.00490    0
-     ilm_x 1  4   1.0000  2   1.0000 10   3.0000  0
-         -1232.32   0.10750   3.1690
-         0.1389    0.000005081   -1288.8   -0.4637
-         0.0000240  1700.00     8.30   -0.00490    1   1900   0.01200    0.0200
-     bdy   1 16   1.0000 10   2.0000  0
-         -1100.32   0.05040   2.1150
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-    bdyT   1 16   1.0000 10   2.0000  0
-         -1096.01   0.05340   2.1150
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-    bdyC   1 16   1.0000 10   2.0000  0
-         -1085.96   0.05720   2.4950
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-     ten   1 18   1.0000 10   1.0000  0
-          -156.10   0.04260   1.2220
-         0.0310    0.000013740   -1258.0    0.3693
-         0.0000357  2000.00     3.94   -0.00200    0
-     cup   1 18   2.0000 10   1.0000  0
-          -170.60   0.09240   2.3440
-         0.1103    0.000000000       0.0   -0.6748
-         0.0000333  1310.00     5.70   -0.00430    0
-      sp   1  5   1.0000  3   2.0000 10   4.0000  0
-         -2300.18   0.08063   3.9780
-         0.2005    0.000006252   -2996.4   -0.8884
-         0.0000193  1922.00     4.04   -0.00210    2  13.93 0.0000  -3.60 0.0000     2  -0.50
-    herc   1  4   1.0000  3   2.0000 10   4.0000  0
-         -1949.47   0.11390   4.0750
-         0.1849    0.000014170   -3674.8   -0.4040
-         0.0000206  1922.00     4.04   -0.00210    2  13.93 0.0000  -3.60 0.0000     2  -0.50
-      mt   2  4   3.0000 10   4.0000  0
-         -1114.20   0.14690   4.4520
-         0.2625   -0.000007205   -1926.2   -1.6557
-         0.0000371  1857.00     4.05   -0.00220    1    848   0.03500    0.0000
-     mft   2  5   1.0000  4   2.0000 10   4.0000  0
-         -1442.21   0.12100   4.4570
-         0.2705   -0.000007505    -999.2   -2.0224
-         0.0000363  1857.00     4.05   -0.00220    1    665   0.01700    0.0000
-     qnd   2  5   2.0000  2   1.0000 10   4.0000  0
-         -2157.15   0.11100   4.5290
-         0.1617    0.000032860   -2382.2   -0.2786
-         0.0000263  1470.00     4.00   -0.00272    0
-     usp   2  4   2.0000  2   1.0000 10   4.0000  0
-         -1494.18   0.17100   4.6820
-         0.1295    0.000048696   -3739.0    0.6902
-         0.0000386  1470.00     4.00   -0.00272    2   1.00 0.0000   0.90 0.0000     1   0.50
-    picr   1  5   1.0000 19   2.0000 10   4.0000  0
-         -1764.24   0.11830   4.3560
-         0.1961    0.000005398   -3126.0   -0.6169
-         0.0000260  1922.00     4.04   -0.00210    0
-      br   1  5   1.0000 10   2.0000 11   2.0000  0
-          -925.62   0.06320   2.4630
-         0.1584   -0.000004076   -1052.3   -1.1713
-         0.0000620   415.00     6.45   -0.01550    0
-     dsp   1  3   1.0000 10   2.0000 11   1.0000  0
-          -999.81   0.03450   1.7860
-         0.1451    0.000008709     584.4   -1.7411
-         0.0000357  2280.00     4.04   -0.00180    0
-     gth   1  4   1.0000 10   2.0000 11   1.0000  0
-          -561.67   0.06030   2.0820
-         0.1393    0.000000147    -212.7   -1.0778
-         0.0000435  2500.00     4.03   -0.00160    0
-      cc   1  7   1.0000 12   1.0000 10   3.0000  0
-         -1207.79   0.09250   3.6890
-         0.1409    0.000005029    -950.7   -0.8584
-         0.0000252   733.00     4.06   -0.00550    1   1240   0.01000    0.0400
-    arag   1  7   1.0000 10   3.0000 12   1.0000  0
-         -1207.69   0.08980   3.4150
-         0.1671    0.000010695     162.0   -1.5649
-         0.0000614   614.00     5.87   -0.00960    0
-     mag   1  5   1.0000 10   3.0000 12   1.0000  0
-         -1110.91   0.06550   2.8030
-         0.1864   -0.000003772       0.0   -1.8862
-         0.0000338  1028.00     5.41   -0.00530    0
-     sid   1  4   1.0000 12   1.0000 10   3.0000  0
-          -762.12   0.09330   2.9430
-         0.1684    0.000000000       0.0   -1.4836
-         0.0000439  1200.00     4.07   -0.00340    0
-     rhc   1  6   1.0000 12   1.0000 10   3.0000  0
-          -892.28   0.09800   3.1070
-         0.1695    0.000000000       0.0   -1.5343
-         0.0000244   953.00     3.88   -0.00410    0
-     dol   1  7   1.0000  5   1.0000 10   6.0000 12   2.0000  0
-         -2326.27   0.15610   6.4290
-         0.3589   -0.000004905       0.0   -3.4562
-         0.0000328   943.00     3.74   -0.00400    2  11.91 0.0160  11.90 0.0160     1   1.00
-     ank   1  7   1.0000  4   1.0000 10   6.0000 12   2.0000  0
-         -1971.34   0.18846   6.6060
-         0.3410   -0.000001161       0.0   -3.0548
-         0.0000346   914.00     3.88   -0.00430    2  11.91 0.0160  11.90 0.0160     1   1.00
-     syv   1  9   1.0000 13   1.0000  0
-          -436.50   0.08260   3.7520
-         0.0462    0.000017970       0.0    0.0000
-         0.0001109   170.00     5.00   -0.02940    0
-     hlt   1  8   1.0000 13   1.0000  0
-          -411.30   0.07210   2.7020
-         0.0452    0.000017970       0.0    0.0000
-         0.0001147   238.00     5.00   -0.02100    0
-     pyr   1  4   1.0000 17   2.0000  0
-          -171.64   0.05290   2.3940
-         0.0373    0.000026715   -1817.0    0.6493
-         0.0000310  1395.00     4.09   -0.00290    0
-    trot   1  4   1.0000 17   1.0000  0
-           -99.03   0.06550   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000568   658.00     4.17   -0.00630    1    598   0.01200    0.0410
-     tro   1  4   1.0000 17   1.0000  0
-           -97.77   0.07080   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000573   658.00     4.17   -0.00630    1    598   0.01200    0.0410
-     lot   1  4   1.0000 17   1.0000  0
-          -102.17   0.06000   1.8180
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000493   658.00     4.17   -0.00630    1    420   0.01000    0.0000
-    trov   1  4   0.8750 17   1.0000  0
-           -96.02   0.05750   1.7380
-         0.0511    0.000008307    -669.7    0.0000
-         0.0000594   658.00     4.17   -0.00630    1    595   0.01000    0.0160
-     any   1  7   1.0000 17   1.0000 10   4.0000  0
-         -1434.40   0.10690   4.5940
-         0.1287    0.000048545   -1223.0   -0.5605
-         0.0000418   543.80     4.19   -0.00770    0
-    iron   1  4   1.0000  0
-            -0.00   0.02709   0.7090
-         0.0462    0.000005159     723.1   -0.5562
-         0.0000356  1640.00     5.16   -0.00310    1   1042   0.00830    0.0000
-      Ni   1 15   1.0000  0
-             0.00   0.02987   0.6590
-         0.0498    0.000000000     585.9   -0.5339
-         0.0000428  1905.00     4.25   -0.00220    1    631   0.00300    0.0000
-      Cu   1 18   1.0000  0
-            -0.00   0.03314   0.7110
-         0.0124    0.000009220    -379.9    0.2335
-         0.0000358  1625.00     4.24   -0.00260    0
-     gph   1 12   1.0000  0
-             0.00   0.00576   0.5300
-         0.0343    0.000000000    -240.7   -0.4038
-         0.0000165   312.00     3.90   -0.01250    0
-    diam   1 12   1.0000  0
-             1.89   0.00236   0.3420
-         0.0400    0.000000000     -28.5   -0.5805
-         0.0000040  4465.00     1.61   -0.00036    0
-       S   1 17   1.0000  0
-             0.00   0.03205   1.5510
-         0.0566   -0.000004557     638.0   -0.6818
-         0.0000640   145.00     7.00   -0.04800    0
-     H2O   1 11   2.0000 10   1.0000  0
-          -241.81   0.18880   0.0000
-         0.0401    0.000008656     487.5   -0.2512
-         0.0000000     0.00     0.00    0.00000    0
-     CO2   1 12   1.0000 10   2.0000  0
-          -393.51   0.21370   0.0000
-         0.0878   -0.000002644     706.4   -0.9989
-         0.0000000     0.00     0.00    0.00000    0
-      CO   1 12   1.0000 10   1.0000  0
-          -110.53   0.19767   0.0000
-         0.0457   -0.000000097     662.7   -0.4147
-         0.0000000     0.00     0.00    0.00000    0
-     CH4   1 12   1.0000 11   4.0000  0
-           -74.81   0.18626   0.0000
-         0.1501    0.000002063    3427.7   -2.6504
-         0.0000000     0.00     0.00    0.00000    0
-      O2   1 10   2.0000  0
-            -0.00   0.20520   0.0000
-         0.0483   -0.000000691     499.2   -0.4207
-         0.0000000     0.00     0.00    0.00000    0
-      H2   1 11   2.0000  0
-             0.00   0.13070   0.0000
-         0.0233    0.000004627       0.0    0.0763
-         0.0000000     0.00     0.00    0.00000    0
-      S2   1 17   2.0000  0
-           128.54   0.23100   0.0000
-         0.0371    0.000002398    -161.0   -0.0650
-         0.0000000     0.00     0.00    0.00000    0
-     H2S   1 11   2.0000 17   1.0000  0
-           -20.30   0.20577   0.0000
-         0.0474    0.000010240     615.9   -0.3978
-         0.0000000     0.00     0.00    0.00000    0
-    syvL   1  9   1.0000 13   1.0000  0
-          -417.41   0.09450   3.8220
-         0.0669    0.000000000       0.0    0.0000
-         0.0003010    56.00     4.65   -0.08300   -0.02000    0
-    hltL   1  8   1.0000 13   1.0000  0
-          -392.99   0.08010   2.9380
-         0.0720   -0.000003223       0.0    0.0000
-         0.0002950    64.00     4.61   -0.07200   -0.01500    0
-    perL   1  5   1.0000 10   1.0000  0
-          -654.19  -0.06430   0.8390
-         0.0990    0.000000000       0.0    0.0000
-         0.0002260   362.00    10.06   -0.02780   -0.04100    0
-    limL   1  7   1.0000 10   1.0000  0
-          -692.33  -0.04750   1.3030
-         0.0990    0.000000000       0.0    0.0000
-         0.0001750   362.00    10.06   -0.02780   -0.04100    0
-    corL   1  3   2.0000 10   3.0000  0
-         -1632.15   0.01490   3.3690
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00    0.04000   -0.03500    0
-    eskL   1 19   2.0000 10   3.0000  0
-         -1062.18   0.06330   3.7090
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00    0.04000   -0.03500    0
-    hemL   2  4   2.0000 10   3.0000  0
-          -875.13  -0.03320   3.2208
-         0.2290    0.000000000       0.0    0.0000
-         0.0001953   230.00     4.00   -0.01740   -0.04600    0
-      qL   1  1   1.0000 10   2.0000  0
-          -921.08   0.01630   2.7300
-         0.0825    0.000000000       0.0    0.0000
-         0.0000000   220.00     9.46   -0.04300   -0.03500    0
-    h2oL   1 11   2.0000 10   1.0000  0
-          -281.65   0.06660   1.3355
-         0.0650    0.000000000       0.0    0.0000
-         0.0006260    42.28     4.00   -0.09460   -0.01060    0
-     foL   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2237.25  -0.06200   4.3120
-         0.2694    0.000000000       0.0    0.0000
-         0.0000920   362.00    10.06   -0.02780   -0.04400    0
-     faL   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1462.82   0.09600   4.6770
-         0.2437    0.000000000       0.0    0.0000
-         0.0001071   290.00    10.42   -0.03590   -0.05500    0
-     woL   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1642.57   0.02250   3.9850
-         0.1674    0.000000000       0.0    0.0000
-         0.0000669   325.00     9.38   -0.03080   -0.02000    0
-     enL   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3096.31  -0.00400   6.9840
-         0.3536    0.000000000       0.0    0.0000
-         0.0000681   218.00     7.20   -0.03300   -0.02400    0
-     diL   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-         -3193.79   0.04210   7.2880
-         0.3340    0.000000000       0.0    0.0000
-         0.0000851   249.00     8.04   -0.03230   -0.03730    0
-    silL   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2593.51   0.01000   6.0510
-         0.2530    0.000000000       0.0    0.0000
-         0.0000408   220.00     6.36   -0.02890   -0.02900    0
-     anL   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-         -4277.92   0.02900  10.0140
-         0.4300    0.000000000       0.0    0.0000
-         0.0000514   210.00     6.38   -0.03040   -0.05500    0
-    kspL   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3985.34   0.12920  11.4310
-         0.3680    0.000000000       0.0    0.0000
-         0.0000493   173.00     6.84   -0.03930   -0.00900    0
-     abL   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3925.41   0.14990  10.8580
-         0.3580    0.000000000       0.0    0.0000
-         0.0000337   176.00    14.35   -0.08150   -0.02600    0
-     neL   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2117.04   0.05290   5.2000
-         0.2165    0.000000000       0.0    0.0000
-         0.0001370   250.00     7.37   -0.02950   -0.00800    0
-     lcL   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3068.56   0.10200   8.5900
-         0.2870    0.000000000       0.0    0.0000
-         0.0000670   175.00     7.00   -0.03940   -0.00000    0
-     ruL   1  2   1.0000 10   2.0000  0
-          -944.30   0.00100   1.7032
-         0.1118    0.000000000       0.0    0.0000
-         0.0002901   149.00     8.00   -0.03400   -0.03500    0
-    bdyL   1 16   1.0000 10   2.0000  0
-         -1031.88   0.04890   1.8300
-         0.0900    0.000000000       0.0    0.0000
-         0.0002000   149.00     8.00   -0.03400   -0.03000    0
-      H+   1 11   1.0000 14  -1.0000  0
-             0.00   0.00000   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0000
-     Cl-   1 13   1.0000 14   1.0000  0
-          -167.08   0.05673   1.7790
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1414
-     OH-   1 10   1.0000 11   1.0000 14   1.0000  0
-          -230.02  -0.01071  -0.4180
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1372
-     Na+   1  8   1.0000 14  -1.0000  0
-          -240.30   0.05840  -0.1110
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0306
-      K+   1  9   1.0000 14  -1.0000  0
-          -252.17   0.10104   0.9060
-         0.0000    0.000072700       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0072
-    Ca++   1  7   1.0000 14  -2.0000  0
-          -543.30  -0.05650  -1.8060
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0463
-    Mg++   1  5   1.0000 14  -2.0000  0
-          -465.96  -0.13810  -2.1550
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0265
-    Fe++   1  4   1.0000 14  -2.0000  0
-           -90.42  -0.10711  -2.2200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0339
-   Al+++   1  3   1.0000 14  -3.0000  0
-          -527.23  -0.31630  -4.4400
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1427
-   CO3--   1 12   1.0000 10   3.0000 14   2.0000  0
-          -675.23  -0.05000  -0.5020
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.2908
-   AlOH3   1  3   1.0000 10   3.0000 11   3.0000  0
-         -1251.85   0.05360   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1015
-  AlOH4-   1  3   1.0000 10   4.0000 11   4.0000 14   1.0000  0
-         -1495.78   0.12690   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0965
-     KOH   1  9   1.0000 10   1.0000 11   1.0000  0
-          -473.62   0.10962  -0.8000
-         0.0000    0.000094500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0293
-     HCl   1 11   1.0000 13   1.0000  0
-          -162.13   0.05673   1.7790
-         0.0000    0.000090300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0540
-     KCl   1  9   1.0000 13   1.0000  0
-          -400.03   0.18481   4.4090
-         0.0000    0.000054300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0380
-    NaCl   1  8   1.0000 13   1.0000  0
-          -399.88   0.12609   2.2260
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0020
-   CaCl2   1  7   1.0000 13   2.0000  0
-          -877.06   0.04600   3.2600
-         0.0000    0.000136900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0343
-   CaCl+   1  7   1.0000 13   1.0000 14  -1.0000  0
-          -701.28   0.02736   0.5740
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0400
-   MgCl2   1  5   1.0000 13   2.0000  0
-          -796.08  -0.02243   2.9200
-         0.0000    0.000239900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0186
-   MgCl+   1  5   1.0000 13   1.0000 14  -1.0000  0
-          -632.48  -0.08137   0.1260
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1126
-   FeCl2   1  4   1.0000 13   2.0000  0
-          -375.34   0.10988   2.7000
-         0.0000    0.000450300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0124
-    aqSi   1  1   1.0000 10   2.0000  0
-          -887.82   0.04635   1.8320
-         0.0000    0.000177500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0283
-     HS-   1 11   1.0000 17   1.0000 14   1.0000  0
-           -16.11   0.06820   2.0650
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0920
-   HSO3-   1 11   1.0000 17   1.0000 10   3.0000 14   1.0000  0
-          -626.22   0.13975   3.3300
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0058
-   SO42-   1 17   1.0000 10   4.0000 14   2.0000  0
-          -909.60   0.01883   1.3880
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.2680
-   HSO4-   1 11   1.0000 17   1.0000 10   4.0000 14   1.0000  0
-          -889.10   0.12552   3.5200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0220
diff --git a/python/input_database_TC/tc-ds634.txt b/python/input_database_TC/tc-ds634.txt
deleted file mode 100755
index 092b205b..00000000
--- a/python/input_database_TC/tc-ds634.txt
+++ /dev/null
@@ -1,1164 +0,0 @@
-      fo   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2172.45   0.09510   4.3660
-         0.2333    0.000001494    -603.8   -1.8697
-         0.0000285  1285.00     3.84   -0.00300    0
-      fa   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1477.52   0.15100   4.6310
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000282  1256.00     4.68   -0.00370    0
-    teph   2  6   2.0000  1   1.0000 10   4.0000  0
-         -1733.86   0.15590   4.8990
-         0.2196    0.000000000   -1292.7   -1.3083
-         0.0000286  1256.00     4.68   -0.00370    0
-     lrn   2  7   2.0000  1   1.0000 10   4.0000  0
-         -2306.86   0.12760   5.1600
-         0.2475   -0.000003206       0.0   -2.0519
-         0.0000290   985.00     4.07   -0.00410    1   1710   0.01003    0.0500
-    mont   1  7   1.0000  5   1.0000  1   1.0000 10   4.0000  0
-         -2251.16   0.10950   5.1480
-         0.2507   -0.000010433    -797.2   -1.9961
-         0.0000287  1134.00     3.87   -0.00340    0
-    chum   8  5   9.0000  1   4.0000 10  18.0000 11   2.0000  0
-         -9613.02   0.44050  19.8010
-         1.0710   -0.000016533   -7899.6   -7.3739
-         0.0000320  1199.00     4.58   -0.00380    0
-    chdr   5  5   5.0000  1   2.0000 10  10.0000 11   2.0000  0
-         -5254.66   0.26000  11.0840
-         0.6250   -0.000001088   -2259.9   -4.9107
-         0.0000182  1161.00     4.80   -0.00410    0
-     mwd   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2138.03   0.09390   4.0510
-         0.2087    0.000003942   -1709.5   -1.3028
-         0.0000237  1726.00     3.84   -0.00220    0
-     fwd   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1467.69   0.14600   4.3210
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000273  1690.00     4.35   -0.00260    0
-     mrw   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2126.78   0.09000   3.9490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1781.00     4.35   -0.00240    0
-     frw   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1471.52   0.14000   4.2030
-         0.1668    0.000042610   -1705.4   -0.5414
-         0.0000222  1977.00     4.92   -0.00250    0
-     mpv   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1442.17   0.06260   2.4450
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2510.00     4.14   -0.00160    0
-     fpv   1  4   1.0000  1   1.0000 10   3.0000  0
-         -1082.71   0.09500   2.5340
-         0.1332    0.000010830   -3661.4   -0.3147
-         0.0000187  2810.00     4.14   -0.00160    0
-     apv   2  3   2.0000 10   3.0000  0
-         -1619.61   0.05180   2.5400
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2030.00     4.00   -0.00200    0
-     npv   2  8   0.5000  3   0.5000  1   1.0000 10   3.0000  0
-         -1365.00   0.06300   2.3340
-         0.1350    0.000008460   -1850.3   -0.6008
-         0.0000180  2030.00     4.00   -0.00200    0
-     ppv   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1418.49   0.06040   2.4420
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2312.00     4.00   -0.00160    0
-     cpv   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1533.53   0.07450   2.7450
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000200  2360.00     3.90   -0.00160    0
-     mak   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1489.55   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00220    0
-     fak   1  4   1.0000  1   1.0000 10   3.0000  0
-         -1142.11   0.09150   2.7600
-         0.1003    0.000013328   -4364.9    0.4198
-         0.0000212  2180.00     4.55   -0.00220    0
-     maj   3  5   4.0000  1   4.0000 10  12.0000  0
-         -6041.73   0.26020  11.4570
-         0.7136   -0.000000997   -1158.2   -6.6223
-         0.0000183  1600.00     4.56   -0.00280    0
-    nagt   3  8   1.0000  3   1.0000  5   2.0000  1   4.0000 10  12.0000  0
-         -5985.00   0.26060  11.0900
-         0.6208    0.000011200   -3755.9   -4.4213
-         0.0000210  1700.00     4.00   -0.00230    0
-      py   3  5   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -6284.62   0.26700  11.3130
-         0.6335    0.000000000   -5196.1   -4.3152
-         0.0000237  1743.00     4.05   -0.00230    0
-     alm   3  4   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -5267.57   0.33670  11.5250
-         0.7162   -0.000012410   -3160.8   -5.8635
-         0.0000212  1900.00     2.98   -0.00160    0
-    spss   3  6   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -5692.30   0.33530  11.7920
-         0.6469    0.000000000   -4525.8   -4.4528
-         0.0000227  1740.00     6.68   -0.00380    0
-      gr   3  7   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -6642.90   0.25500  12.5350
-         0.6260    0.000000000   -5779.2   -4.0029
-         0.0000220  1720.00     5.53   -0.00320    0
-    andr   3  7   3.0000  4   2.0000  1   3.0000 10  12.0000  0
-         -5768.85   0.31640  13.2040
-         0.6386    0.000000000   -4955.1   -3.9892
-         0.0000286  1588.00     5.68   -0.00360    0
-     ski   3  4   5.0000  1   3.0000 10  12.0000  0
-         -4331.14   0.40340  12.1440
-         0.6899    0.000000000   -2948.6   -5.0303
-         0.0000285  1574.00     6.70   -0.00430    0
-    knor   3  5   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-         -5701.11   0.30200  11.7380
-         0.6130    0.000003606   -4178.0   -3.7294
-         0.0000237  1534.00     4.34   -0.00280    0
-      uv   3  7   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-         -6057.52   0.32090  13.0770
-         0.6051    0.000003606   -4760.6   -3.4171
-         0.0000220  1620.00     4.70   -0.00290    0
-    osma   2  9   1.0000  5   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-        -14896.00   0.75500  37.8930
-         1.5407   -0.000011359  -10339.0  -11.6990
-         0.0000047  1290.00     4.10   -0.00310    0
-    osmm   3  9   1.0000  5   3.0000  3   3.0000  1  11.0000 10  30.0000  0
-        -14786.28   0.74000  38.4400
-         1.5255   -0.000010267  -10538.0  -11.3370
-         0.0000047  1290.00     4.10   -0.00310    0
-    osfa   1  9   1.0000  4   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-        -14215.33   0.78000  38.4500
-         1.5586   -0.000011359   -9476.5  -11.8450
-         0.0000049  1290.00     4.10   -0.00310    0
-     vsv   1  7  19.0000  5   2.0000  3  11.0000  1  18.0000 10  78.0000 11   9.0000  0
-        -42345.18   1.89000  85.2000
-         4.4880   -0.000057952  -22269.3  -33.4780
-         0.0000275  1255.00     4.80   -0.00380    0
-     and   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2588.56   0.09270   5.1530
-         0.2773   -0.000006588   -1914.1   -2.2656
-         0.0000181  1442.00     6.89   -0.00480    0
-      ky   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2592.86   0.08350   4.4140
-         0.2794   -0.000007124   -2055.6   -2.2894
-         0.0000192  1601.00     4.05   -0.00250    0
-    sill   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2585.66   0.09540   4.9860
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000112  1640.00     5.06   -0.00310    2   4.75 0.0100   4.75 0.0100     1   0.25
-    smul   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2569.21   0.10150   4.9870
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000136  1740.00     4.00   -0.00230    0
-    amul   2  3   2.5000  1   0.5000 10   4.7500  0
-         -2485.87   0.11300   5.0830
-         0.2448    0.000000968   -2533.3   -1.6416
-         0.0000136  1740.00     4.00   -0.00230    0
-     tpz   1  3   2.0000  1   1.0000 10   6.0000 11   2.0000  0
-         -2898.70   0.10050   5.3390
-         0.3517   -0.000011200   -3908.0   -2.5118
-         0.0000157  1315.00     4.06   -0.00310    0
-     mst   4  5   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -25122.57   0.91000  44.2600
-         2.8205   -0.000059366  -13774.0  -24.1260
-         0.0000181  1684.00     4.05   -0.00240    0
-     fst   4  4   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -23755.28   1.01000  44.8800
-         2.8800   -0.000056595  -10642.0  -25.3730
-         0.0000183  1800.00     4.76   -0.00260    0
-    mnst   4  6   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -24242.30   1.03400  45.4600
-         2.8733   -0.000089064  -12688.0  -24.7490
-         0.0000209  1800.00     4.76   -0.00260    0
-    mctd   1  5   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3549.14   0.14600   6.8750
-         0.4174   -0.000003771   -2920.6   -3.4178
-         0.0000263  1456.00     4.06   -0.00280    0
-    fctd   1  4   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3208.54   0.16700   6.9800
-         0.4161   -0.000003477   -2835.9   -3.3603
-         0.0000280  1456.00     4.06   -0.00280    0
-   mnctd   1  6   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3335.44   0.16600   7.1750
-         0.4644   -0.000012654   -1147.2   -4.3410
-         0.0000260  1456.00     4.06   -0.00280    0
-    merw   1  7   3.0000  5   1.0000  1   2.0000 10   8.0000  0
-         -4545.54   0.25310   9.8470
-         0.4175    0.000008117   -2923.0   -2.3203
-         0.0000319  1200.00     4.07   -0.00340    0
-     spu   5  7   5.0000  1   2.0000 12   1.0000 10  11.0000  0
-         -5846.59   0.33200  14.6970
-         0.6141   -0.000003508   -2493.1   -4.1680
-         0.0000340   950.00     4.09   -0.00430    0
-      zo   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6896.17   0.29800  13.5750
-         0.6620    0.000010416   -6006.4   -4.2607
-         0.0000312  1044.00     4.00   -0.00380    0
-      cz   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6895.41   0.30100  13.6300
-         0.6309    0.000013693   -6645.8   -3.7311
-         0.0000233  1197.00     4.07   -0.00340    0
-      ep   2  7   2.0000  3   2.0000  4   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6473.67   0.31500  13.9200
-         0.6133    0.000022070   -7160.0   -2.9877
-         0.0000234  1340.00     4.00   -0.00300    0
-     fep   2  7   2.0000  3   1.0000  4   2.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6028.04   0.32900  14.2100
-         0.5847    0.000030447   -7674.2   -2.2443
-         0.0000231  1513.00     4.00   -0.00260    0
-     pmt   2  7   2.0000  3   2.0000  6   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6542.56   0.34000  13.8200
-         0.5698    0.000027790   -5442.9   -2.8126
-         0.0000238  1197.00     4.07   -0.00340    0
-     law   1  7   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4868.57   0.22900  10.1320
-         0.6878    0.000001566     375.9   -7.1792
-         0.0000265  1229.00     5.45   -0.00440    0
-     mpm   4  7   4.0000  3   5.0000  5   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -14386.61   0.62900  29.5500
-         1.7208   -0.000024928   -5998.7  -14.6203
-         0.0000248  1615.00     4.05   -0.00250    0
-     fpm   4  7   4.0000  3   5.0000  4   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -14034.11   0.65700  29.6800
-         1.7372   -0.000024582   -5161.1  -14.9630
-         0.0000249  1615.00     4.05   -0.00250    0
-     jgd   4  7   4.0000  4   6.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -11808.84   0.83000  31.0800
-         1.7954   -0.000037986   -4455.7  -14.8880
-         0.0000249  1615.00     4.05   -0.00250    0
-     geh   1  7   2.0000  3   2.0000  1   1.0000 10   7.0000  0
-         -3992.13   0.19850   9.0240
-         0.4057   -0.000007099   -1188.3   -3.1744
-         0.0000223  1080.00     4.08   -0.00380    2   7.51 0.0900   7.50 0.0900     1   0.80
-      ak   1  7   2.0000  5   1.0000  1   2.0000 10   7.0000  0
-         -3865.49   0.21250   9.2540
-         0.3854    0.000003209    -247.5   -2.8899
-         0.0000257  1420.00     4.06   -0.00290    0
-     rnk   3  7   3.0000  1   2.0000 10   7.0000  0
-         -3943.74   0.21000   9.6510
-         0.3723   -0.000002893   -2462.4   -2.1813
-         0.0000328   950.00     4.09   -0.00430    0
-      ty   5  7   5.0000  1   2.0000 12   2.0000 10  13.0000  0
-         -6367.93   0.39000  17.0390
-         0.7417   -0.000005345   -1434.6   -5.8785
-         0.0000342   950.00     4.09   -0.00430    0
-     crd   1  5   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -9163.13   0.40410  23.3220
-         0.9061    0.000000000   -7902.0   -6.2934
-         0.0000068  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-    hcrd   1  5   2.0000  3   4.0000  1   5.0000 10  19.0000 11   2.0000  0
-         -9448.14   0.48300  23.3220
-         0.9553    0.000000000   -8352.6   -6.3012
-         0.0000067  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-    fcrd   2  4   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -8444.00   0.46100  23.7100
-         0.9240    0.000000000   -7039.4   -6.4396
-         0.0000067  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-   mncrd   1  6   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -8692.11   0.47300  24.0270
-         0.8865    0.000000000   -8840.0   -5.5904
-         0.0000069  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-     phA   7  5   7.0000  1   2.0000 10  14.0000 11   6.0000  0
-         -7129.51   0.35050  15.4220
-         0.9620   -0.000011521   -4517.8   -7.7247
-         0.0000355  1450.00     4.06   -0.00280    0
-     phD   1  5   1.0000  1   2.0000 10   6.0000 11   2.0000  0
-         -2670.13   0.11120   5.1030
-         0.2946    0.000007944   -5008.7   -1.3355
-         0.0000379  1650.00     5.00   -0.00300    0
-     phE   1  5   2.4000  1   1.2000 10   6.0000 11   2.4000  0
-         -2931.12   0.16900   6.4350
-         0.3974   -0.000003533   -1344.4   -3.2902
-         0.0000379   930.00     5.00   -0.00540    0
-     shB  10  5  10.0000  1   3.0000 10  18.0000 11   4.0000  0
-         -9477.28   0.39600  18.6150
-         1.0777    0.000000642   -7407.4   -7.4287
-         0.0000356  1320.00     5.30   -0.00391    0
-     sph   1  7   1.0000  2   1.0000  1   1.0000 10   5.0000  0
-         -2596.81   0.12920   5.5650
-         0.2279    0.000002924   -3539.5   -0.8943
-         0.0000158  1017.00     9.85   -0.00970    1    485   0.00040    0.0050
-    cstn   1  7   1.0000  1   2.0000 10   5.0000  0
-         -2482.85   0.09950   4.8180
-         0.2056    0.000006034   -5517.7   -0.3526
-         0.0000158  1782.00     4.00   -0.00220    0
-     zrc   2 16   1.0000  1   1.0000 10   4.0000  0
-         -2035.16   0.08303   3.9260
-         0.2320   -0.000014405       0.0   -2.2382
-         0.0000125  2301.00     4.04   -0.00180    0
-     zrt   2 16   1.0000  2   1.0000 10   4.0000  0
-         -1993.60   0.10280   4.4200
-         0.2146   -0.000008226     190.3   -1.8204
-         0.0000125  2301.00     4.04   -0.00180    0
-     tcn   2  2   1.0000  1   1.0000 10   4.0000  0
-         -1763.15   0.08100   3.4930
-         0.2086   -0.000003669     113.0   -1.9069
-         0.0000125  2301.00     4.04   -0.00180    0
-      en   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3089.93   0.13250   6.2620
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000227  1059.00     8.65   -0.00820    0
-    pren   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3084.26   0.13700   6.4760
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000230  1059.00     8.65   -0.00820    0
-     cen   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3090.81   0.13200   6.2640
-         0.3060   -0.000003793   -3041.7   -1.8521
-         0.0000211  1059.00     8.65   -0.00820    0
-     hen   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3082.43   0.13170   6.0990
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000226  1500.00     5.50   -0.00360    0
-     hfs   1  4   2.0000  1   2.0000 10   6.0000  0
-         -2380.57   0.18900   6.4050
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000237  1500.00     5.50   -0.00360    0
-      fs   2  4   2.0000  1   2.0000 10   6.0000  0
-         -2388.52   0.18990   6.5920
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000326  1010.00     4.08   -0.00400    0
-    mgts   1  5   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-         -3200.57   0.12850   6.0500
-         0.3714   -0.000004082    -398.4   -3.5471
-         0.0000217  1028.00     8.55   -0.00830    0
-      di   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-         -3201.76   0.14290   6.6190
-         0.3145    0.000000041   -2745.9   -2.0201
-         0.0000273  1192.00     5.19   -0.00440    0
-     hed   2  7   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-         -2841.97   0.17500   6.7950
-         0.3402    0.000000812   -1047.8   -2.6467
-         0.0000238  1192.00     3.97   -0.00330    0
-      jd   1  8   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3025.36   0.13350   6.0400
-         0.3194    0.000003616   -1173.9   -2.4695
-         0.0000210  1281.00     3.81   -0.00300    0
-     kjd   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -2932.70   0.14124   6.4790
-         0.3162    0.000006905    -905.3   -2.4890
-         0.0000273  1450.00     5.00   -0.00340    0
-     acm   1  8   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-         -2583.31   0.17060   6.4590
-         0.3071    0.000016758   -1685.5   -2.1258
-         0.0000211  1060.00     4.08   -0.00380    0
-     kos   1  8   1.0000 19   1.0000  1   2.0000 10   6.0000  0
-         -2744.89   0.14965   6.3090
-         0.3092    0.000005419    -664.6   -2.1766
-         0.0000194  1308.00     3.00   -0.00230    0
-    cats   1  7   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-         -3310.02   0.13500   6.3560
-         0.3476   -0.000006974   -1781.6   -2.7575
-         0.0000208  1192.00     5.19   -0.00440    2   3.80 0.0100   3.80 0.0100     1   0.25
-    caes   1  7   0.5000  3   1.0000  1   2.0000 10   6.0000  0
-         -2997.68   0.12360   6.0500
-         0.3582   -0.000010213    -880.5   -3.3522
-         0.0000231  1192.00     5.19   -0.00440    0
-    rhod   1  6   1.0000  1   1.0000 10   3.0000  0
-         -1322.28   0.10050   3.4940
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000281   840.00     4.00   -0.00480    0
-    pxmn   1  6   1.0000  1   1.0000 10   3.0000  0
-         -1323.07   0.09930   3.4720
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000280   840.00     4.00   -0.00480    0
-      wo   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1633.74   0.08250   3.9930
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000254   795.00     4.10   -0.00520    0
-    pswo   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1627.94   0.08780   4.0080
-         0.1578    0.000000000    -967.3   -1.0754
-         0.0000285  1100.00     4.08   -0.00370    0
-     wal   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1625.57   0.08450   3.7633
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000320   860.00     4.00   -0.00470    0
-      tr   2  7   2.0000  5   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12304.22   0.55300  27.2700
-         1.2602    0.000003830  -11455.0   -8.2376
-         0.0000261   762.00     4.10   -0.00540    0
-    fact   5  7   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10503.50   0.71000  28.4200
-         1.2900    0.000029992   -8447.5   -8.9470
-         0.0000288   760.00     4.10   -0.00540    0
-      ts   2  7   2.0000  5   3.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12553.86   0.53300  26.7390
-         1.2448    0.000024348  -11965.0   -8.1121
-         0.0000266   760.00     4.10   -0.00540    0
-    parg   4  8   1.0000  7   2.0000  5   4.0000  3   3.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12664.63   0.63500  27.1900
-         1.2802    0.000022997  -12359.5   -8.0658
-         0.0000280   912.00     4.09   -0.00450    0
-      gl   2  8   2.0000  5   3.0000  3   2.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -11955.86   0.53000  25.9800
-         1.7175   -0.000121070    7075.0  -19.2720
-         0.0000158   883.00     4.09   -0.00460    0
-     fgl   3  8   2.0000  3   2.0000  4   3.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10879.51   0.62400  26.5900
-         1.7629   -0.000118992    9423.7  -20.2071
-         0.0000183   890.00     4.09   -0.00460    0
-     nyb   5  8   3.0000  5   3.0000  3   3.0000  1   7.0000 10  24.0000 11   2.0000  0
-        -12165.33   0.62200  26.3140
-         1.7452   -0.000112162    6425.5  -19.1630
-         0.0000220   910.00     4.09   -0.00450    0
-    rieb   2  8   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10024.05   0.69500  27.4900
-         1.7873   -0.000124882    9627.1  -20.2755
-         0.0000181   890.00     4.09   -0.00460    0
-    anth   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12065.79   0.53700  26.5400
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00590    0
-   fanth   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-         -9623.83   0.72500  27.8700
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   700.00     4.11   -0.00590    0
-    cumm   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12063.64   0.53800  26.3300
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00590    0
-    grun   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-         -9606.39   0.73500  27.8400
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   648.00     4.12   -0.00640    0
-     ged   5  5   5.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12306.55   0.53500  25.9560
-         1.3077    0.000023642   -9307.4   -9.7990
-         0.0000241   700.00     4.11   -0.00590    0
-    spr4   4  5   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-        -11019.89   0.42550  19.9000
-         1.1331   -0.000007596   -8816.6   -8.1806
-         0.0000205  2500.00     4.04   -0.00160    0
-    spr5   4  5   3.0000  3  10.0000  1   1.0000 10  20.0000  0
-        -11134.52   0.41950  19.7500
-         1.1034    0.000001015  -10957.0   -7.4092
-         0.0000206  2500.00     4.04   -0.00160    0
-    fspr   4  4   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-         -9657.66   0.48500  19.9230
-         1.1329   -0.000007348  -10420.2   -7.0366
-         0.0000196  2500.00     4.04   -0.00170    0
-    mcar   1  5   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4770.91   0.22150  10.5900
-         0.6830   -0.000014054     291.0   -6.9764
-         0.0000243   525.00     4.14   -0.00790    0
-    fcar   1  4   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4411.67   0.25110  10.6950
-         0.6866   -0.000012415     186.0   -6.8840
-         0.0000221   525.00     4.14   -0.00790    0
-    deer  12  4  18.0000  1  12.0000 10  50.0000 11  10.0000  0
-        -18339.78   1.65000  55.7400
-         3.1644   -0.000027883   -5039.1  -26.7210
-         0.0000275   630.00     4.12   -0.00650    0
-      mu   2  9   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5976.52   0.29200  14.0830
-         0.7564   -0.000019840   -2170.0   -6.9792
-         0.0000307   490.00     4.15   -0.00850    0
-     cel   1  9   1.0000  5   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5834.98   0.29000  13.9570
-         0.7412   -0.000018748   -2368.8   -6.6169
-         0.0000307   700.00     4.11   -0.00590    0
-    fcel   1  9   1.0000  4   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5468.88   0.33000  14.0700
-         0.7563   -0.000019147   -1586.1   -6.9287
-         0.0000318   700.00     4.11   -0.00590    0
-      pa   1  8   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5942.65   0.27700  13.2110
-         0.8030   -0.000031580     217.0   -8.1510
-         0.0000370   515.00     6.51   -0.01260    0
-      ma   1  7   1.0000  3   4.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -6241.92   0.26500  12.9640
-         0.7444   -0.000016800   -2074.4   -6.7832
-         0.0000233  1000.00     4.08   -0.00410    0
-     phl   2  9   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6214.56   0.32600  14.9640
-         0.7703   -0.000036939   -2328.9   -6.5316
-         0.0000380   513.00     7.33   -0.01430    0
-     ann   3  9   1.0000  4   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5141.04   0.42000  15.4320
-         0.8157   -0.000034861      19.8   -7.4667
-         0.0000380   513.00     7.33   -0.01430    0
-     fbi   3  9   1.0000  4   1.0000  5   2.0000  3   2.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -5896.08   0.34870  15.0725
-         0.7918   -0.000038031   -1718.3   -6.8869
-         0.0000380   513.00     7.33   -0.01430    0
-     obi   2  9   1.0000  5   2.0000  4   1.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5862.62   0.35733  15.1200
-         0.7854   -0.000036246   -1546.0   -6.8433
-         0.0000380   513.00     7.33   -0.01430    0
-    mnbi   2  9   1.0000  6   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5475.44   0.43300  15.2640
-         0.8099   -0.000059213   -1514.4   -6.9987
-         0.0000380   530.00     7.33   -0.01430    0
-    east   2  9   1.0000  5   2.0000  3   3.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -6329.98   0.31800  14.7380
-         0.7855   -0.000038031   -2130.3   -6.8937
-         0.0000380   530.00     7.33   -0.01430    0
-    naph   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6164.58   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01430    0
-     tan   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5899.75   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-    clin   2  5   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -8908.79   0.43700  21.1400
-         1.1708   -0.000001508   -3825.8  -10.3150
-         0.0000204   870.00     4.09   -0.00470    0
-    ames   2  5   4.0000  3   4.0000  1   2.0000 10  18.0000 11   8.0000  0
-         -9039.76   0.41200  20.7100
-         1.1860   -0.000002599   -3627.2  -10.6770
-         0.0000200   870.00     4.09   -0.00470    0
-   afchl   2  5   6.0000  1   4.0000 10  18.0000 11   8.0000  0
-         -8727.82   0.43900  21.5700
-         1.1550   -0.000000417   -4024.4   -9.9529
-         0.0000204   870.00     4.09   -0.00470    0
-    daph   3  4   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7118.39   0.58400  21.6200
-         1.1920   -0.000005940   -4826.4   -9.7683
-         0.0000227   870.00     4.09   -0.00470    0
-   mnchl   2  6   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7698.97   0.59500  22.5900
-         1.1365   -0.000005243   -5548.1   -8.9115
-         0.0000223   870.00     4.09   -0.00470    0
-     sud   2  5   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -8626.32   0.39500  20.3000
-         1.4361   -0.000048749   -2748.5  -13.7640
-         0.0000199   870.00     4.09   -0.00470    0
-    fsud   2  4   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7900.37   0.45600  20.4000
-         1.4663   -0.000047365   -1182.8  -14.3880
-         0.0000208   870.00     4.09   -0.00470    0
-     prl   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5640.64   0.23900  12.8040
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02710    0
-      ta   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5896.70   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-     fta   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -4799.14   0.35200  14.2250
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01440    0
-    tats   2  5   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6000.79   0.25900  13.5100
-         0.5495    0.000036324   -8606.6   -2.5153
-         0.0000180   430.00     6.17   -0.01440    0
-     tap   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5649.53   0.23500  13.4500
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02710    0
-     nta   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6163.41   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01430    0
-    minn   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -4818.89   0.35500  14.8510
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01440    0
-    minm   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5865.70   0.26390  14.2910
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-     kao   2  3   2.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4122.08   0.20370   9.9340
-         0.4367   -0.000034295   -4055.9   -2.6991
-         0.0000251   645.00     4.12   -0.00640    0
-     pre   1  7   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6202.04   0.29280  14.0260
-         0.7249   -0.000013865   -2059.0   -6.3239
-         0.0000158  1093.00     4.01   -0.00370    0
-    fpre   1  7   2.0000  3   1.0000  4   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5766.47   0.32000  14.8000
-         0.7371   -0.000016810   -1957.3   -6.3581
-         0.0000158  1093.00     4.01   -0.00370    0
-     chr   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4360.72   0.22130  10.7460
-         0.6247   -0.000020770   -1721.8   -5.6194
-         0.0000220   628.00     4.00   -0.00640    0
-     liz   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4368.91   0.21200  10.6450
-         0.6147   -0.000020770   -1721.8   -5.6194
-         0.0000220   710.00     3.20   -0.00450    0
-     glt   3  4   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -3297.37   0.31000  11.9800
-         0.5764    0.000002984   -3757.0   -4.1662
-         0.0000228   630.00     4.00   -0.00630    0
-    fstp   5  9   0.5000  4   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-        -12550.93   0.93020  37.2390
-         1.9443   -0.000012289   -4840.2  -16.6350
-         0.0000368   513.00     7.33   -0.01430    0
-    mstp   5  9   0.5000  5   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-        -14286.40   0.84740  36.5770
-         1.8622   -0.000014018   -8983.1  -14.9230
-         0.0000371   513.00     7.33   -0.01430    0
-     atg  48  5  48.0000  1  34.0000 10 147.0000 11  62.0000  0
-        -71399.94   3.62000 175.4800
-         9.6210   -0.000091183  -35941.6  -83.0342
-         0.0000280   631.00     5.92   -0.00940    0
-      ab   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3935.30   0.20740  10.0670
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000236   541.00     5.91   -0.01090    2  14.00 0.0420  13.00 0.0420     3   0.90
-     abh   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3921.30   0.22430  10.1050
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000241   541.00     5.91   -0.01090    0
-     mic   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3975.42   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    0
-     san   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3966.77   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    2   8.65 0.0240   8.50 0.0240     3   0.80
-      an   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-         -4232.63   0.20050  10.0790
-         0.3705    0.000010010   -4339.1   -1.9606
-         0.0000141   860.00     4.09   -0.00480    2  42.01 0.1000  42.00 0.1000     1   2.00
-     kcm   1  9   1.0000  3   1.0000  1   3.0000 10   9.0000 11   2.0000  0
-         -4232.71   0.28150  11.4380
-         0.5365   -0.000010090    -980.4   -4.7350
-         0.0000321   425.00     2.00   -0.00470    0
-      wa   1  9   2.0000  1   4.0000 10   9.0000  0
-         -4272.00   0.25400  10.8440
-         0.4991    0.000000000       0.0   -4.3501
-         0.0000266   900.00     4.00   -0.00440    0
-     hol   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3792.04   0.16620   7.1280
-         0.4176   -0.000003617   -4748.1   -2.8199
-         0.0000280  1800.00     4.00   -0.00220    0
-       q   1  1   1.0000 10   2.0000  0
-          -910.65   0.04143   2.2690
-         0.0928   -0.000000642    -714.9   -0.7161
-         0.0000000   584.00     8.96   -0.01530    1    847   0.00535    0.1267
-     trd   1  1   1.0000 10   2.0000  0
-          -907.01   0.04420   2.8000
-         0.0749    0.000003100   -1174.0   -0.2367
-         0.0000000   150.00     4.36   -0.02910    0
-    crst   1  1   1.0000 10   2.0000  0
-          -904.17   0.05096   2.7450
-         0.0727    0.000001304   -4129.0    0.0000
-         0.0000000   160.00     4.35   -0.02720    0
-     coe   1  1   1.0000 10   2.0000  0
-          -907.00   0.03970   2.0640
-         0.1078   -0.000003279    -190.3   -1.0416
-         0.0000123   979.00     4.19   -0.00430    0
-     stv   1  1   1.0000 10   2.0000  0
-          -876.77   0.02400   1.4010
-         0.0681    0.000006010   -1978.2   -0.0821
-         0.0000158  3090.00     4.60   -0.00150    0
-      ne   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2094.85   0.12440   5.4190
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000463   465.00     4.16   -0.00890    1    467   0.01000    0.0800
-      cg   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2092.02   0.11870   5.6030
-         0.1161    0.000086021   -1992.7    0.0000
-         0.0000450   465.00     4.16   -0.00890    0
-     cgh   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2078.30   0.13500   5.6700
-         0.2292    0.000011876       0.0   -1.9707
-         0.0000467   465.00     4.16   -0.00890    0
-    macf   1  5   1.0000  3   2.0000 10   4.0000  0
-         -2246.34   0.08000   3.6140
-         0.2000    0.000006252   -2996.4   -0.8884
-         0.0000193  2120.00     4.00   -0.00170    0
-    mscf   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2061.50   0.08750   3.6490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1850.00     4.00   -0.00170    0
-    fscf   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1402.50   0.14340   3.9140
-         0.1811    0.000018526   -2767.2   -0.5271
-         0.0000201  1850.00     4.00   -0.00170    0
-    nacf   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -1965.62   0.11000   3.6310
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000210  1850.00     4.60   -0.00250    0
-    cacf   1  7   1.0000  3   2.0000 10   4.0000  0
-         -2325.60   0.08760   3.9760
-         0.1919    0.000009563   -3211.3   -0.6402
-         0.0000193  1900.00     4.00   -0.00210    0
-   manal   1  5   3.0000  3   6.0000 10  12.0000  0
-         -6796.63   0.25000  11.1660
-         0.6000    0.000018756   -8989.2   -2.6652
-         0.0000193  1840.00     4.00   -0.00220    0
-   nanal   2  8   1.0000  5   2.0000  3   5.0000  1   1.0000 10  12.0000  0
-         -6610.27   0.28000  11.3220
-         0.6727    0.000000106   -5992.8   -4.5399
-         0.0000201  1840.00     4.00   -0.00220    0
-   msnal   1  5   6.0000  1   3.0000 10  12.0000  0
-         -6172.38   0.27250  11.0610
-         0.6399    0.000008070   -4231.2   -4.4877
-         0.0000210  1850.00     4.00   -0.00220    0
-   fsnal   1  4   6.0000  1   3.0000 10  12.0000  0
-         -4146.00   0.44020  11.8560
-         0.5433    0.000055578   -8301.6   -1.5813
-         0.0000210  1850.00     4.00   -0.00220    0
-   canal   1  7   1.0000  5   2.0000  3   6.0000 10  12.0000  0
-         -6840.00   0.25760  11.1590
-         0.5919    0.000022067   -9204.1   -2.4170
-         0.0000193  1770.00     4.00   -0.00220    0
-     sdl   1  8   8.0000  3   6.0000  1   6.0000 13   2.0000 10  24.0000  0
-        -13407.31   0.91000  42.1300
-         1.5327    0.000047747   -2972.8  -12.4270
-         0.0000463   465.00     4.16   -0.00890    0
-     kls   1  9   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2123.13   0.13600   6.0520
-         0.2420   -0.000004482    -895.8   -1.9358
-         0.0000316   514.00     2.00   -0.00390    0
-      lc   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3029.40   0.19850   8.8260
-         0.3698   -0.000016332     684.7   -3.6831
-         0.0000185   450.00     5.70   -0.01270    2  11.61 0.4000  11.60 0.4000     2   0.70
-      me   4  7   4.0000  3   6.0000  1   6.0000 10  27.0000 12   1.0000  0
-        -13841.62   0.75200  33.9850
-         1.3590    0.000036442   -8594.7   -9.5982
-         0.0000182   870.00     4.09   -0.00470    0
-     wrk   1  7   1.0000  3   2.0000  1   4.0000 10  14.0000 11   4.0000  0
-         -6662.26   0.38000  19.0400
-         0.8383   -0.000021460   -2272.0   -7.2923
-         0.0000149   860.00     4.09   -0.00480    0
-     lmt   1  7   1.0000  3   2.0000  1   4.0000 10  16.0000 11   8.0000  0
-         -7262.50   0.46500  20.3700
-         1.0134   -0.000021413   -2235.8   -8.8067
-         0.0000137   860.00     4.09   -0.00480    0
-     heu   1  7   1.0000  3   2.0000  1   7.0000 10  24.0000 11  12.0000  0
-        -10544.82   0.78300  31.7000
-         1.5048   -0.000033224   -2959.3  -13.2972
-         0.0000157   274.00     4.00   -0.01460    0
-    stlb   1  7   1.0000  3   2.0000  1   7.0000 10  25.0000 11  14.0000  0
-        -10896.37   0.71000  32.8700
-         1.5884   -0.000032043   -3071.6  -13.9669
-         0.0000151   860.00     4.09   -0.00480    0
-     anl   1  8   1.0000  3   1.0000  1   2.0000 10   7.0000 11   2.0000  0
-         -3307.11   0.23200   9.7400
-         0.6435   -0.000016067    9302.3   -9.1796
-         0.0000276   400.00     4.18   -0.01040    0
-    lime   1  7   1.0000 10   1.0000  0
-          -634.57   0.03810   1.6760
-         0.0524    0.000003673    -750.7   -0.0510
-         0.0000341  1130.00     3.87   -0.00340    0
-      ru   1  2   1.0000 10   2.0000  0
-          -943.77   0.05060   1.8820
-         0.0809    0.000001658   -1243.9   -0.2111
-         0.0000224  2220.00     4.24   -0.00190    0
-     per   1  5   1.0000 10   1.0000  0
-          -601.60   0.02650   1.1250
-         0.0605    0.000000362    -535.8   -0.2992
-         0.0000311  1616.00     3.95   -0.00240    0
-    fper   1  4   1.0000 10   1.0000  0
-          -262.15   0.05860   1.2060
-         0.0444    0.000008280   -1214.2    0.1852
-         0.0000322  1520.00     4.90   -0.00320    0
-      wu   1  4   1.0000 10   1.0000  0
-          -262.44   0.06300   1.2060
-         0.0674    0.000003758     315.7   -0.3817
-         0.0000322  1520.00     4.00   -0.00320    0
-    mang   1  6   1.0000 10   1.0000  0
-          -385.58   0.05970   1.3220
-         0.0598    0.000003600     -31.4   -0.2826
-         0.0000369  1645.00     4.46   -0.00270    0
-     cor   2  3   2.0000 10   3.0000  0
-         -1675.19   0.05090   2.5580
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2540.00     4.34   -0.00170    0
-    mcor   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1468.45   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00220    0
-     hem   2  4   2.0000 10   3.0000  0
-          -825.43   0.08740   3.0270
-         0.1639    0.000000000   -2257.2   -0.6576
-         0.0000279  2230.00     4.04   -0.00180    1    955   0.01560    0.0000
-     esk   2 19   2.0000 10   3.0000  0
-         -1128.17   0.08300   2.8980
-         0.1190    0.000009496   -1442.0   -0.0034
-         0.0000159  2450.00     3.60   -0.00150    0
-     bix   2  6   2.0000 10   3.0000  0
-          -959.00   0.11370   3.1370
-         0.1451    0.000023534     721.6   -1.0084
-         0.0000291  2230.00     4.04   -0.00180    0
-     NiO   1 15   1.0000 10   1.0000  0
-          -239.47   0.03800   1.0970
-         0.0477    0.000007824    -392.5    0.0000
-         0.0000330  2000.00     3.94   -0.00200    1    520   0.00570    0.0000
-     pnt   1  6   1.0000  2   1.0000 10   3.0000  0
-         -1361.38   0.10650   3.2880
-         0.1435    0.000003373   -1940.7   -0.4076
-         0.0000240  1700.00     8.30   -0.00490    0
-    geik   1  5   1.0000  2   1.0000 10   3.0000  0
-         -1568.98   0.07460   3.0860
-         0.1361    0.000001656   -2533.0   -0.2839
-         0.0000215  1700.00     8.30   -0.00490    2   8.31 0.0000   8.30 0.0000     1   0.50
-     ilm   1  4   1.0000  2   1.0000 10   3.0000  0
-         -1232.29   0.10750   3.1690
-         0.1253    0.000009938   -2458.1   -0.0259
-         0.0000240  1700.00     8.30   -0.00490    2   7.06 0.0000   7.05 0.0000     1   0.50
-     bdy   1 16   1.0000 10   2.0000  0
-         -1100.31   0.05040   2.1150
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-    bdyT   1 16   1.0000 10   2.0000  0
-         -1096.01   0.05340   2.1150
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-    bdyC   1 16   1.0000 10   2.0000  0
-         -1085.95   0.05720   2.4950
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-     ten   1 18   1.0000 10   1.0000  0
-          -156.10   0.04260   1.2220
-         0.0310    0.000013740   -1258.0    0.3693
-         0.0000357  2000.00     3.94   -0.00200    0
-     cup   1 18   2.0000 10   1.0000  0
-          -170.60   0.09240   2.3440
-         0.1103    0.000000000       0.0   -0.6748
-         0.0000333  1310.00     5.70   -0.00430    0
-      sp   1  5   1.0000  3   2.0000 10   4.0000  0
-         -2300.08   0.08063   3.9780
-         0.2005    0.000006252   -2996.4   -0.8884
-         0.0000193  1922.00     4.04   -0.00210    2  13.93 0.0000  -3.60 0.0000     2  -0.50
-    herc   1  4   1.0000  3   2.0000 10   4.0000  0
-         -1949.49   0.11390   4.0750
-         0.1849    0.000014170   -3674.8   -0.4040
-         0.0000206  1922.00     4.04   -0.00210    2  13.93 0.0000  -3.60 0.0000     2  -0.50
-      mt   2  4   3.0000 10   4.0000  0
-         -1114.22   0.14690   4.4520
-         0.2625   -0.000007205   -1926.2   -1.6557
-         0.0000371  1857.00     4.05   -0.00220    1    848   0.03500    0.0000
-     mft   2  5   1.0000  4   2.0000 10   4.0000  0
-         -1442.21   0.12100   4.4570
-         0.2705   -0.000007505    -999.2   -2.0224
-         0.0000363  1857.00     4.05   -0.00220    1    665   0.01700    0.0000
-     qnd   2  5   2.0000  2   1.0000 10   4.0000  0
-         -2157.83   0.11170   4.5290
-         0.1617    0.000032860   -2382.2   -0.2786
-         0.0000263  1750.00     3.50   -0.00200    0
-     usp   2  4   2.0000  2   1.0000 10   4.0000  0
-         -1495.67   0.17100   4.6820
-         0.1295    0.000048696   -3739.0    0.6902
-         0.0000386  1470.00     4.00   -0.00272    2   1.00 0.0000   0.90 0.0000     1   0.50
-    picr   1  5   1.0000 19   2.0000 10   4.0000  0
-         -1764.17   0.11830   4.3560
-         0.1961    0.000005398   -3126.0   -0.6169
-         0.0000260  1922.00     4.04   -0.00210    0
-      br   1  5   1.0000 10   2.0000 11   2.0000  0
-          -925.63   0.06320   2.4630
-         0.1584   -0.000004076   -1052.3   -1.1713
-         0.0000620   415.00     6.45   -0.01550    0
-     dsp   1  3   1.0000 10   2.0000 11   1.0000  0
-          -999.74   0.03450   1.7860
-         0.1451    0.000008709     584.4   -1.7411
-         0.0000357  2280.00     4.04   -0.00180    0
-     gth   1  4   1.0000 10   2.0000 11   1.0000  0
-          -561.68   0.06030   2.0820
-         0.1393    0.000000147    -212.7   -1.0778
-         0.0000435  2500.00     4.03   -0.00160    0
-      cc   1  7   1.0000 12   1.0000 10   3.0000  0
-         -1207.74   0.09250   3.6890
-         0.1409    0.000005029    -950.7   -0.8584
-         0.0000252   733.00     4.06   -0.00550    1   1240   0.01000    0.0400
-    arag   1  7   1.0000 10   3.0000 12   1.0000  0
-         -1207.64   0.08980   3.4150
-         0.1671    0.000010695     162.0   -1.5649
-         0.0000614   614.00     5.87   -0.00960    0
-     mag   1  5   1.0000 10   3.0000 12   1.0000  0
-         -1110.88   0.06550   2.8030
-         0.1864   -0.000003772       0.0   -1.8862
-         0.0000338  1028.00     5.41   -0.00530    0
-     sid   1  4   1.0000 12   1.0000 10   3.0000  0
-          -762.14   0.09330   2.9430
-         0.1684    0.000000000       0.0   -1.4836
-         0.0000439  1200.00     4.07   -0.00340    0
-     rhc   1  6   1.0000 12   1.0000 10   3.0000  0
-          -892.28   0.09800   3.1070
-         0.1695    0.000000000       0.0   -1.5343
-         0.0000244   953.00     3.88   -0.00410    0
-     dol   1  7   1.0000  5   1.0000 10   6.0000 12   2.0000  0
-         -2326.20   0.15610   6.4290
-         0.3589   -0.000004905       0.0   -3.4562
-         0.0000328   943.00     3.74   -0.00400    2  11.91 0.0160  11.90 0.0160     1   1.00
-     ank   1  7   1.0000  4   1.0000 10   6.0000 12   2.0000  0
-         -1971.31   0.18846   6.6060
-         0.3410   -0.000001161       0.0   -3.0548
-         0.0000346   914.00     3.88   -0.00430    2  11.91 0.0160  11.90 0.0160     1   1.00
-     syv   1  9   1.0000 13   1.0000  0
-          -436.50   0.08260   3.7520
-         0.0462    0.000017970       0.0    0.0000
-         0.0001109   170.00     5.00   -0.02940    0
-     hlt   1  8   1.0000 13   1.0000  0
-          -411.30   0.07210   2.7020
-         0.0452    0.000017970       0.0    0.0000
-         0.0001147   238.00     5.00   -0.02100    0
-     pyr   1  4   1.0000 17   2.0000  0
-          -171.64   0.05290   2.3940
-         0.0373    0.000026715   -1817.0    0.6493
-         0.0000310  1395.00     4.09   -0.00290    0
-    trot   1  4   1.0000 17   1.0000  0
-           -99.03   0.06550   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000568   658.00     4.17   -0.00630    1    598   0.01200    0.0410
-     tro   1  4   1.0000 17   1.0000  0
-           -97.77   0.07080   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000573   658.00     4.17   -0.00630    1    598   0.01200    0.0410
-     lot   1  4   1.0000 17   1.0000  0
-          -102.17   0.06000   1.8180
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000493   658.00     4.17   -0.00630    1    420   0.01000    0.0000
-    trov   1  4   0.8750 17   1.0000  0
-           -96.02   0.05750   1.7380
-         0.0511    0.000008307    -669.7    0.0000
-         0.0000594   658.00     4.17   -0.00630    1    595   0.01000    0.0160
-     any   1  7   1.0000 17   1.0000 10   4.0000  0
-         -1434.40   0.10690   4.5940
-         0.1287    0.000048545   -1223.0   -0.5605
-         0.0000418   543.80     4.19   -0.00770    0
-    iron   1  4   1.0000  0
-            -0.00   0.02709   0.7090
-         0.0462    0.000005159     723.1   -0.5562
-         0.0000356  1640.00     5.16   -0.00310    1   1042   0.00830    0.0000
-      Ni   1 15   1.0000  0
-             0.00   0.02987   0.6590
-         0.0498    0.000000000     585.9   -0.5339
-         0.0000428  1905.00     4.25   -0.00220    1    631   0.00300    0.0000
-      Cu   1 18   1.0000  0
-             0.00   0.03314   0.7110
-         0.0124    0.000009220    -379.9    0.2335
-         0.0000358  1625.00     4.24   -0.00260    0
-     gph   1 12   1.0000  0
-             0.00   0.00576   0.5300
-         0.0343    0.000000000    -240.7   -0.4038
-         0.0000165   312.00     3.90   -0.01250    0
-    diam   1 12   1.0000  0
-             1.89   0.00236   0.3420
-         0.0400    0.000000000     -28.5   -0.5805
-         0.0000040  4465.00     1.61   -0.00036    0
-       S   1 17   1.0000  0
-             0.00   0.03205   1.5510
-         0.0566   -0.000004557     638.0   -0.6818
-         0.0000640   145.00     7.00   -0.04800    0
-     H2O   1 11   2.0000 10   1.0000  0
-          -241.81   0.18880   0.0000
-         0.0401    0.000008656     487.5   -0.2512
-         0.0000000     0.00     0.00    0.00000    0
-     CO2   1 12   1.0000 10   2.0000  0
-          -393.51   0.21370   0.0000
-         0.0878   -0.000002644     706.4   -0.9989
-         0.0000000     0.00     0.00    0.00000    0
-      CO   1 12   1.0000 10   1.0000  0
-          -110.53   0.19767   0.0000
-         0.0457   -0.000000097     662.7   -0.4147
-         0.0000000     0.00     0.00    0.00000    0
-     CH4   1 12   1.0000 11   4.0000  0
-           -74.81   0.18626   0.0000
-         0.1501    0.000002063    3427.7   -2.6504
-         0.0000000     0.00     0.00    0.00000    0
-      O2   1 10   2.0000  0
-            -0.00   0.20520   0.0000
-         0.0483   -0.000000691     499.2   -0.4207
-         0.0000000     0.00     0.00    0.00000    0
-      H2   1 11   2.0000  0
-             0.00   0.13070   0.0000
-         0.0233    0.000004627       0.0    0.0763
-         0.0000000     0.00     0.00    0.00000    0
-      S2   1 17   2.0000  0
-           128.54   0.23100   0.0000
-         0.0371    0.000002398    -161.0   -0.0650
-         0.0000000     0.00     0.00    0.00000    0
-     H2S   1 11   2.0000 17   1.0000  0
-           -20.30   0.20577   0.0000
-         0.0474    0.000010240     615.9   -0.3978
-         0.0000000     0.00     0.00    0.00000    0
-    syvL   1  9   1.0000 13   1.0000  0
-          -417.41   0.09450   3.8220
-         0.0669    0.000000000       0.0    0.0000
-         0.0003010    56.00     4.65   -0.08300   -0.02000    0
-    hltL   1  8   1.0000 13   1.0000  0
-          -392.99   0.08010   2.9380
-         0.0720   -0.000003223       0.0    0.0000
-         0.0002950    64.00     4.61   -0.07200   -0.01500    0
-    perL   1  5   1.0000 10   1.0000  0
-          -654.20  -0.06430   0.8390
-         0.0990    0.000000000       0.0    0.0000
-         0.0002260   362.00    10.06   -0.02780   -0.04100    0
-    limL   1  7   1.0000 10   1.0000  0
-          -692.33  -0.04750   1.3030
-         0.0990    0.000000000       0.0    0.0000
-         0.0001750   362.00    10.06   -0.02780   -0.04100    0
-    corL   1  3   2.0000 10   3.0000  0
-         -1632.15   0.01490   3.3690
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00    0.04000   -0.03500    0
-    eskL   1 19   2.0000 10   3.0000  0
-         -1062.19   0.06330   3.7090
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00    0.04000   -0.03500    0
-    hemL   2  4   2.0000 10   3.0000  0
-          -875.14  -0.03320   3.2208
-         0.2290    0.000000000       0.0    0.0000
-         0.0001953   230.00     4.00   -0.01740   -0.04600    0
-      qL   1  1   1.0000 10   2.0000  0
-          -921.01   0.01640   2.7300
-         0.0825    0.000000000       0.0    0.0000
-         0.0000000   220.00     9.46   -0.04300   -0.03500    0
-    h2oL   1 11   2.0000 10   1.0000  0
-          -281.64   0.06660   1.3355
-         0.0650    0.000000000       0.0    0.0000
-         0.0006260    42.28     4.00   -0.09460   -0.01060    0
-     foL   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2237.20  -0.06200   4.3120
-         0.2694    0.000000000       0.0    0.0000
-         0.0000920   362.00    10.06   -0.02780   -0.04400    0
-     faL   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1462.82   0.09600   4.6770
-         0.2437    0.000000000       0.0    0.0000
-         0.0001071   290.00    10.42   -0.03590   -0.05500    0
-     woL   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1642.55   0.02250   3.9850
-         0.1674    0.000000000       0.0    0.0000
-         0.0000669   325.00     9.38   -0.03080   -0.02000    0
-     enL   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3096.28  -0.00400   6.9840
-         0.3536    0.000000000       0.0    0.0000
-         0.0000681   218.00     7.20   -0.03300   -0.02400    0
-     diL   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-         -3193.77   0.04210   7.2880
-         0.3340    0.000000000       0.0    0.0000
-         0.0000851   249.00     8.04   -0.03230   -0.03730    0
-    silL   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2593.50   0.01000   6.0510
-         0.2530    0.000000000       0.0    0.0000
-         0.0000408   220.00     6.36   -0.02890   -0.02900    0
-     anL   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-         -4277.95   0.02900  10.0140
-         0.4300    0.000000000       0.0    0.0000
-         0.0000514   210.00     6.38   -0.03040   -0.05500    0
-    kspL   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3985.38   0.12920  11.4310
-         0.3680    0.000000000       0.0    0.0000
-         0.0000493   173.00     6.84   -0.03930   -0.00900    0
-     abL   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3925.42   0.14990  10.8580
-         0.3580    0.000000000       0.0    0.0000
-         0.0000337   176.00    14.35   -0.08150   -0.02600    0
-     neL   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2117.03   0.05290   5.2000
-         0.2165    0.000000000       0.0    0.0000
-         0.0001370   250.00     7.37   -0.02950   -0.00800    0
-     lcL   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3068.53   0.10200   8.5900
-         0.2870    0.000000000       0.0    0.0000
-         0.0000670   175.00     7.00   -0.03940   -0.00000    0
-     ruL   1  2   1.0000 10   2.0000  0
-          -948.48   0.00100   1.7032
-         0.1118    0.000000000       0.0    0.0000
-         0.0002901   149.00     8.00   -0.03400   -0.03500    0
-    bdyL   1 16   1.0000 10   2.0000  0
-         -1031.87   0.04890   1.8300
-         0.0900    0.000000000       0.0    0.0000
-         0.0002000   149.00     8.00   -0.03400   -0.03000    0
-      H+   1 11   1.0000 14  -1.0000  0
-             0.00   0.00000   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0000
-     Cl-   1 13   1.0000 14   1.0000  0
-          -167.08   0.05673   1.7790
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1414
-     OH-   1 10   1.0000 11   1.0000 14   1.0000  0
-          -230.02  -0.01071  -0.4180
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1372
-     Na+   1  8   1.0000 14  -1.0000  0
-          -240.30   0.05840  -0.1110
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0306
-      K+   1  9   1.0000 14  -1.0000  0
-          -252.17   0.10104   0.9060
-         0.0000    0.000072700       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0072
-    Ca++   1  7   1.0000 14  -2.0000  0
-          -543.30  -0.05650  -1.8060
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0463
-    Mg++   1  5   1.0000 14  -2.0000  0
-          -465.96  -0.13810  -2.1550
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0265
-    Fe++   1  4   1.0000 14  -2.0000  0
-           -90.42  -0.10711  -2.2200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0339
-   Al+++   1  3   1.0000 14  -3.0000  0
-          -527.23  -0.31630  -4.4400
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1427
-   CO3--   1 12   1.0000 10   3.0000 14   2.0000  0
-          -675.23  -0.05000  -0.5020
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.2908
-   AlOH3   1  3   1.0000 10   3.0000 11   3.0000  0
-         -1251.85   0.05360   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1015
-  AlOH4-   1  3   1.0000 10   4.0000 11   4.0000 14   1.0000  0
-         -1495.78   0.12690   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0965
-     KOH   1  9   1.0000 10   1.0000 11   1.0000  0
-          -473.62   0.10962  -0.8000
-         0.0000    0.000094500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0293
-     HCl   1 11   1.0000 13   1.0000  0
-          -162.13   0.05673   1.7790
-         0.0000    0.000090300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0540
-     KCl   1  9   1.0000 13   1.0000  0
-          -400.03   0.18481   4.4090
-         0.0000    0.000054300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0380
-    NaCl   1  8   1.0000 13   1.0000  0
-          -399.88   0.12609   2.2260
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0020
-   CaCl2   1  7   1.0000 13   2.0000  0
-          -877.06   0.04600   3.2600
-         0.0000    0.000136900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0343
-   CaCl+   1  7   1.0000 13   1.0000 14  -1.0000  0
-          -701.28   0.02736   0.5740
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0400
-   MgCl2   1  5   1.0000 13   2.0000  0
-          -796.08  -0.02243   2.9200
-         0.0000    0.000239900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0186
-   MgCl+   1  5   1.0000 13   1.0000 14  -1.0000  0
-          -632.48  -0.08137   0.1260
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1126
-   FeCl2   1  4   1.0000 13   2.0000  0
-          -375.34   0.10988   2.7000
-         0.0000    0.000450300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0124
-    aqSi   1  1   1.0000 10   2.0000  0
-          -887.76   0.04635   1.8320
-         0.0000    0.000177500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0283
-     HS-   1 11   1.0000 17   1.0000 14   1.0000  0
-           -16.11   0.06820   2.0650
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0920
-   HSO3-   1 11   1.0000 17   1.0000 10   3.0000 14   1.0000  0
-          -626.22   0.13975   3.3300
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0058
-   SO42-   1 17   1.0000 10   4.0000 14   2.0000  0
-          -909.60   0.01883   1.3880
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.2680
-   HSO4-   1 11   1.0000 17   1.0000 10   4.0000 14   1.0000  0
-          -889.10   0.12552   3.5200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0220
diff --git a/python/input_database_TC/tc-ds635.txt b/python/input_database_TC/tc-ds635.txt
deleted file mode 100755
index 1d9530b0..00000000
--- a/python/input_database_TC/tc-ds635.txt
+++ /dev/null
@@ -1,1164 +0,0 @@
-      fo   2  5   2.0000  1   1.0000 10   4.0000  0
-        -2172.452   0.09510   4.3660
-         0.2333    0.000001494    -603.8   -1.8697
-         0.0000285  1285.00     3.84   -0.00299    0
-      fa   2  4   2.0000  1   1.0000 10   4.0000  0
-        -1477.337   0.15100   4.6310
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000282  1256.00     4.68   -0.00373    0
-    teph   2  6   2.0000  1   1.0000 10   4.0000  0
-        -1733.842   0.15590   4.8990
-         0.2196    0.000000000   -1292.7   -1.3083
-         0.0000286  1256.00     4.68   -0.00373    0
-     lrn   2  7   2.0000  1   1.0000 10   4.0000  0
-        -2306.836   0.12760   5.1600
-         0.2475   -0.000003206       0.0   -2.0519
-         0.0000290   985.00     4.07   -0.00413    1   1710   0.01003    0.0500
-    mont   1  7   1.0000  5   1.0000  1   1.0000 10   4.0000  0
-        -2251.151   0.10950   5.1480
-         0.2507   -0.000010433    -797.2   -1.9961
-         0.0000287  1134.00     3.87   -0.00341    0
-    chum   8  5   9.0000  1   4.0000 10  18.0000 11   2.0000  0
-        -9613.038   0.44050  19.8010
-         1.0710   -0.000016533   -7899.6   -7.3739
-         0.0000320  1199.00     4.58   -0.00382    0
-    chdr   5  5   5.0000  1   2.0000 10  10.0000 11   2.0000  0
-        -5254.669   0.26000  11.0840
-         0.6250   -0.000001088   -2259.9   -4.9107
-         0.0000182  1161.00     4.80   -0.00413    0
-     mwd   2  5   2.0000  1   1.0000 10   4.0000  0
-        -2138.036   0.09390   4.0510
-         0.2087    0.000003942   -1709.5   -1.3028
-         0.0000237  1726.00     3.84   -0.00222    0
-     fwd   2  4   2.0000  1   1.0000 10   4.0000  0
-        -1467.515   0.14600   4.3210
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000273  1690.00     4.35   -0.00257    0
-     mrw   2  5   2.0000  1   1.0000 10   4.0000  0
-        -2126.781   0.09000   3.9490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1781.00     4.35   -0.00244    0
-     frw   2  4   2.0000  1   1.0000 10   4.0000  0
-        -1471.336   0.14000   4.2030
-         0.1668    0.000042610   -1705.4   -0.5414
-         0.0000222  1977.00     4.92   -0.00249    0
-     mpv   1  5   1.0000  1   1.0000 10   3.0000  0
-        -1442.168   0.06260   2.4450
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2510.00     4.14   -0.00165    0
-     fpv   1  4   1.0000  1   1.0000 10   3.0000  0
-        -1082.609   0.09500   2.5340
-         0.1332    0.000010830   -3661.4   -0.3147
-         0.0000187  2810.00     4.14   -0.00147    0
-     apv   2  3   2.0000 10   3.0000  0
-        -1619.863   0.05180   2.5400
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2030.00     4.00   -0.00197    0
-     npv   2  8   0.5000  3   0.5000  1   1.0000 10   3.0000  0
-        -1365.000   0.06300   2.3340
-         0.1350    0.000008460   -1850.3   -0.6008
-         0.0000180  2030.00     4.00   -0.00197    0
-     ppv   1  5   1.0000  1   1.0000 10   3.0000  0
-        -1418.191   0.06040   2.4420
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2312.00     4.00   -0.00173    0
-     cpv   1  7   1.0000  1   1.0000 10   3.0000  0
-        -1533.523   0.07450   2.7450
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000200  2360.00     3.90   -0.00165    0
-     mak   1  5   1.0000  1   1.0000 10   3.0000  0
-        -1489.551   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00216    0
-     fak   1  4   1.0000  1   1.0000 10   3.0000  0
-        -1142.101   0.09150   2.7600
-         0.1003    0.000013328   -4364.9    0.4198
-         0.0000212  2180.00     4.55   -0.00209    0
-     maj   3  5   4.0000  1   4.0000 10  12.0000  0
-        -6041.759   0.26020  11.4570
-         0.7136   -0.000000997   -1158.2   -6.6223
-         0.0000183  1600.00     4.56   -0.00285    0
-    nagt   3  8   1.0000  3   1.0000  5   2.0000  1   4.0000 10  12.0000  0
-        -5985.000   0.26060  11.0900
-         0.6208    0.000011200   -3755.9   -4.4213
-         0.0000210  1700.00     4.00   -0.00235    0
-      py   3  5   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-        -6284.804   0.26700  11.3130
-         0.6335    0.000000000   -5196.1   -4.3152
-         0.0000237  1743.00     4.05   -0.00232    0
-     alm   3  4   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-        -5267.270   0.33670  11.5250
-         0.7162   -0.000012410   -3160.8   -5.8635
-         0.0000212  1900.00     2.98   -0.00157    0
-    spss   3  6   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-        -5692.453   0.33530  11.7920
-         0.6469    0.000000000   -4525.8   -4.4528
-         0.0000227  1740.00     6.68   -0.00384    0
-      gr   3  7   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-        -6642.976   0.25500  12.5350
-         0.6260    0.000000000   -5779.2   -4.0029
-         0.0000220  1720.00     5.53   -0.00322    0
-    andr   3  7   3.0000  4   2.0000  1   3.0000 10  12.0000  0
-        -5768.690   0.31640  13.2040
-         0.6386    0.000000000   -4955.1   -3.9892
-         0.0000286  1588.00     5.68   -0.00358    0
-     ski   3  4   5.0000  1   3.0000 10  12.0000  0
-        -4330.698   0.40340  12.1440
-         0.6899    0.000000000   -2948.6   -5.0303
-         0.0000285  1574.00     6.70   -0.00426    0
-    knor   3  5   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-        -5701.158   0.30200  11.7380
-         0.6130    0.000003606   -4178.0   -3.7294
-         0.0000237  1534.00     4.34   -0.00283    0
-      uv   3  7   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-        -6057.499   0.32090  13.0770
-         0.6051    0.000003606   -4760.6   -3.4171
-         0.0000220  1620.00     4.70   -0.00290    0
-    osma   2  9   1.0000  5   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-       -14896.010   0.75500  37.8930
-         1.5407   -0.000011359  -10339.0  -11.6990
-         0.0000047  1290.00     4.10   -0.00318    0
-    osmm   3  9   1.0000  5   3.0000  3   3.0000  1  11.0000 10  30.0000  0
-       -14786.219   0.74000  38.4400
-         1.5255   -0.000010267  -10538.0  -11.3370
-         0.0000047  1290.00     4.10   -0.00318    0
-    osfa   1  9   1.0000  4   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-       -14215.122   0.78000  38.4500
-         1.5586   -0.000011359   -9476.5  -11.8450
-         0.0000049  1290.00     4.10   -0.00318    0
-     vsv   1  7  19.0000  5   2.0000  3  11.0000  1  18.0000 10  78.0000 11   9.0000  0
-       -42345.701   1.89000  85.2000
-         4.4880   -0.000057952  -22269.3  -33.4780
-         0.0000275  1255.00     4.80   -0.00382    0
-     and   1  3   2.0000  1   1.0000 10   5.0000  0
-        -2588.654   0.09270   5.1530
-         0.2773   -0.000006588   -1914.1   -2.2656
-         0.0000181  1442.00     6.89   -0.00478    0
-      ky   1  3   2.0000  1   1.0000 10   5.0000  0
-        -2592.954   0.08350   4.4140
-         0.2794   -0.000007124   -2055.6   -2.2894
-         0.0000192  1601.00     4.05   -0.00253    0
-    sill   1  3   2.0000  1   1.0000 10   5.0000  0
-        -2585.743   0.09540   4.9860
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000112  1640.00     5.06   -0.00309    2   4.75 0.0100   4.75 0.0100     1   0.25
-    smul   1  3   2.0000  1   1.0000 10   5.0000  0
-        -2569.250   0.10150   4.9870
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000136  1740.00     4.00   -0.00230    0
-    amul   2  3   2.5000  1   0.5000 10   4.7500  0
-        -2485.621   0.11300   5.0830
-         0.2448    0.000000968   -2533.3   -1.6416
-         0.0000136  1740.00     4.00   -0.00230    0
-     tpz   1  3   2.0000  1   1.0000 10   6.0000 11   2.0000  0
-        -2898.798   0.10050   5.3390
-         0.3517   -0.000011200   -3908.0   -2.5118
-         0.0000157  1315.00     4.06   -0.00309    0
-     mst   4  5   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-       -25123.652   0.91000  44.2600
-         2.8205   -0.000059366  -13774.0  -24.1260
-         0.0000181  1684.00     4.05   -0.00240    0
-     fst   4  4   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-       -23755.694   1.01000  44.8800
-         2.8800   -0.000056595  -10642.0  -25.3730
-         0.0000183  1800.00     4.76   -0.00264    0
-    mnst   4  6   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-       -24243.324   1.03400  45.4600
-         2.8733   -0.000089064  -12688.0  -24.7490
-         0.0000209  1800.00     4.76   -0.00264    0
-    mctd   1  5   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-        -3549.287   0.14600   6.8750
-         0.4174   -0.000003771   -2920.6   -3.4178
-         0.0000263  1456.00     4.06   -0.00279    0
-    fctd   1  4   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-        -3208.525   0.16700   6.9800
-         0.4161   -0.000003477   -2835.9   -3.3603
-         0.0000280  1456.00     4.06   -0.00279    0
-   mnctd   1  6   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-        -3335.572   0.16600   7.1750
-         0.4644   -0.000012654   -1147.2   -4.3410
-         0.0000260  1456.00     4.06   -0.00279    0
-    merw   1  7   3.0000  5   1.0000  1   2.0000 10   8.0000  0
-        -4545.501   0.25310   9.8470
-         0.4175    0.000008117   -2923.0   -2.3203
-         0.0000319  1200.00     4.07   -0.00339    0
-     spu   5  7   5.0000  1   2.0000 12   1.0000 10  11.0000  0
-        -5846.538   0.33200  14.6970
-         0.6141   -0.000003508   -2493.1   -4.1680
-         0.0000340   950.00     4.09   -0.00431    0
-      zo   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-        -6896.267   0.29800  13.5750
-         0.6620    0.000010416   -6006.4   -4.2607
-         0.0000312  1044.00     4.00   -0.00383    0
-      cz   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-        -6895.513   0.30100  13.6300
-         0.6309    0.000013693   -6645.8   -3.7311
-         0.0000233  1197.00     4.07   -0.00340    0
-      ep   2  7   2.0000  3   2.0000  4   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-        -6473.676   0.31500  13.9200
-         0.6133    0.000022070   -7160.0   -2.9877
-         0.0000234  1340.00     4.00   -0.00299    0
-     fep   2  7   2.0000  3   1.0000  4   2.0000  1   3.0000 10  13.0000 11   1.0000  0
-        -6028.069   0.32900  14.2100
-         0.5847    0.000030447   -7674.2   -2.2443
-         0.0000231  1513.00     4.00   -0.00264    0
-     pmt   2  7   2.0000  3   2.0000  6   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-        -6542.663   0.34000  13.8200
-         0.5698    0.000027790   -5442.9   -2.8126
-         0.0000238  1197.00     4.07   -0.00340    0
-     law   1  7   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-        -4868.639   0.22900  10.1320
-         0.6878    0.000001566     375.9   -7.1792
-         0.0000265  1229.00     5.45   -0.00443    0
-     mpm   4  7   4.0000  3   5.0000  5   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-       -14386.837   0.62900  29.5500
-         1.7208   -0.000024928   -5998.7  -14.6203
-         0.0000248  1615.00     4.05   -0.00251    0
-     fpm   4  7   4.0000  3   5.0000  4   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-       -14034.172   0.65700  29.6800
-         1.7372   -0.000024582   -5161.1  -14.9630
-         0.0000249  1615.00     4.05   -0.00251    0
-     jgd   4  7   4.0000  4   6.0000  1   6.0000 10  28.0000 11   7.0000  0
-       -11808.397   0.83000  31.0800
-         1.7954   -0.000037986   -4455.7  -14.8880
-         0.0000249  1615.00     4.05   -0.00251    0
-     geh   1  7   2.0000  3   2.0000  1   1.0000 10   7.0000  0
-        -3992.245   0.19850   9.0240
-         0.4057   -0.000007099   -1188.3   -3.1744
-         0.0000223  1080.00     4.08   -0.00378    2   7.51 0.0900   7.50 0.0900     1   0.80
-      ak   1  7   2.0000  5   1.0000  1   2.0000 10   7.0000  0
-        -3865.473   0.21250   9.2540
-         0.3854    0.000003209    -247.5   -2.8899
-         0.0000257  1420.00     4.06   -0.00286    0
-     rnk   3  7   3.0000  1   2.0000 10   7.0000  0
-        -3943.702   0.21000   9.6510
-         0.3723   -0.000002893   -2462.4   -2.1813
-         0.0000328   950.00     4.09   -0.00431    0
-      ty   5  7   5.0000  1   2.0000 12   2.0000 10  13.0000  0
-        -6367.897   0.39000  17.0390
-         0.7417   -0.000005345   -1434.6   -5.8785
-         0.0000342   950.00     4.09   -0.00431    0
-     crd   1  5   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-        -9163.117   0.40410  23.3220
-         0.9061    0.000000000   -7902.0   -6.2934
-         0.0000068  1290.00     4.10   -0.00318    2  36.71 0.1000  36.70 0.1000     2   1.50
-    hcrd   1  5   2.0000  3   4.0000  1   5.0000 10  19.0000 11   2.0000  0
-        -9448.131   0.48300  23.3220
-         0.9553    0.000000000   -8352.6   -6.3012
-         0.0000067  1290.00     4.10   -0.00318    2  36.71 0.1000  36.70 0.1000     2   1.50
-    fcrd   2  4   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-        -8443.853   0.46100  23.7100
-         0.9240    0.000000000   -7039.4   -6.4396
-         0.0000067  1290.00     4.10   -0.00318    2  36.71 0.1000  36.70 0.1000     2   1.50
-   mncrd   1  6   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-        -8692.058   0.47300  24.0270
-         0.8865    0.000000000   -8840.0   -5.5904
-         0.0000069  1290.00     4.10   -0.00318    2  36.71 0.1000  36.70 0.1000     2   1.50
-     phA   7  5   7.0000  1   2.0000 10  14.0000 11   6.0000  0
-        -7129.525   0.35050  15.4220
-         0.9620   -0.000011521   -4517.8   -7.7247
-         0.0000355  1450.00     4.06   -0.00280    0
-     phD   1  5   1.0000  1   2.0000 10   6.0000 11   2.0000  0
-        -2670.195   0.11120   5.1030
-         0.2946    0.000007944   -5008.7   -1.3355
-         0.0000379  1650.00     5.00   -0.00303    0
-     phE   1  5   2.4000  1   1.2000 10   6.0000 11   2.4000  0
-        -2931.138   0.16900   6.4350
-         0.3974   -0.000003533   -1344.4   -3.2902
-         0.0000379   930.00     5.00   -0.00538    0
-     shB  10  5  10.0000  1   3.0000 10  18.0000 11   4.0000  0
-        -9477.347   0.39600  18.6150
-         1.0777    0.000000642   -7407.4   -7.4287
-         0.0000356  1320.00     5.30   -0.00402    0
-     sph   1  7   1.0000  2   1.0000  1   1.0000 10   5.0000  0
-        -2596.439   0.12920   5.5650
-         0.2279    0.000002924   -3539.5   -0.8943
-         0.0000158  1017.00     9.85   -0.00969    1    485   0.00040    0.0050
-    cstn   1  7   1.0000  1   2.0000 10   5.0000  0
-        -2482.832   0.09950   4.8180
-         0.2056    0.000006034   -5517.7   -0.3526
-         0.0000158  1782.00     4.00   -0.00224    0
-     zrc   2 16   1.0000  1   1.0000 10   4.0000  0
-        -2035.145   0.08303   3.9260
-         0.2320   -0.000014405       0.0   -2.2382
-         0.0000125  2301.00     4.04   -0.00176    0
-     zrt   2 16   1.0000  2   1.0000 10   4.0000  0
-        -1993.173   0.10280   4.4200
-         0.2146   -0.000008226     190.3   -1.8204
-         0.0000125  2301.00     4.04   -0.00176    0
-     tcn   2  2   1.0000  1   1.0000 10   4.0000  0
-        -1762.717   0.08100   3.4930
-         0.2086   -0.000003669     113.0   -1.9069
-         0.0000125  2301.00     4.04   -0.00176    0
-      en   1  5   2.0000  1   2.0000 10   6.0000  0
-        -3089.975   0.13250   6.2620
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000227  1059.00     8.65   -0.00817    0
-    pren   1  5   2.0000  1   2.0000 10   6.0000  0
-        -3084.314   0.13700   6.4760
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000230  1059.00     8.65   -0.00817    0
-     cen   1  5   2.0000  1   2.0000 10   6.0000  0
-        -3090.862   0.13200   6.2640
-         0.3060   -0.000003793   -3041.7   -1.8521
-         0.0000211  1059.00     8.65   -0.00817    0
-     hen   1  5   2.0000  1   2.0000 10   6.0000  0
-        -3082.482   0.13170   6.0990
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000226  1500.00     5.50   -0.00367    0
-     hfs   1  4   2.0000  1   2.0000 10   6.0000  0
-        -2380.362   0.18900   6.4050
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000237  1500.00     5.50   -0.00367    0
-      fs   2  4   2.0000  1   2.0000 10   6.0000  0
-        -2388.312   0.18990   6.5920
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000326  1010.00     4.08   -0.00404    0
-    mgts   1  5   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-        -3200.703   0.12850   6.0500
-         0.3714   -0.000004082    -398.4   -3.5471
-         0.0000217  1028.00     8.55   -0.00832    0
-      di   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-        -3201.772   0.14290   6.6190
-         0.3145    0.000000041   -2745.9   -2.0201
-         0.0000273  1192.00     5.19   -0.00435    0
-     hed   2  7   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-        -2841.876   0.17500   6.7950
-         0.3402    0.000000812   -1047.8   -2.6467
-         0.0000238  1192.00     3.97   -0.00333    0
-      jd   1  8   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-        -3025.383   0.13350   6.0400
-         0.3194    0.000003616   -1173.9   -2.4695
-         0.0000210  1281.00     3.81   -0.00297    0
-     kjd   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-        -2932.700   0.14124   6.4790
-         0.3162    0.000006905    -905.3   -2.4890
-         0.0000273  1450.00     5.00   -0.00345    0
-     acm   1  8   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-        -2583.225   0.17060   6.4590
-         0.3071    0.000016758   -1685.5   -2.1258
-         0.0000211  1060.00     4.08   -0.00385    0
-     kos   1  8   1.0000 19   1.0000  1   2.0000 10   6.0000  0
-        -2744.871   0.14965   6.3090
-         0.3092    0.000005419    -664.6   -2.1766
-         0.0000194  1308.00     3.00   -0.00229    0
-    cats   1  7   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-        -3310.122   0.13500   6.3560
-         0.3476   -0.000006974   -1781.6   -2.7575
-         0.0000208  1192.00     5.19   -0.00435    2   3.80 0.0100   3.80 0.0100     1   0.25
-    caes   1  7   0.5000  3   1.0000  1   2.0000 10   6.0000  0
-        -2997.652   0.12360   6.0500
-         0.3582   -0.000010213    -880.5   -3.3522
-         0.0000231  1192.00     5.19   -0.00435    0
-    rhod   1  6   1.0000  1   1.0000 10   3.0000  0
-        -1322.262   0.10050   3.4940
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000281   840.00     4.00   -0.00476    0
-    pxmn   1  6   1.0000  1   1.0000 10   3.0000  0
-        -1323.048   0.09930   3.4720
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000280   840.00     4.00   -0.00476    0
-      wo   1  7   1.0000  1   1.0000 10   3.0000  0
-        -1633.727   0.08250   3.9930
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000254   795.00     4.10   -0.00516    0
-    pswo   1  7   1.0000  1   1.0000 10   3.0000  0
-        -1627.925   0.08780   4.0080
-         0.1578    0.000000000    -967.3   -1.0754
-         0.0000285  1100.00     4.08   -0.00371    0
-     wal   1  7   1.0000  1   1.0000 10   3.0000  0
-        -1625.563   0.08450   3.7633
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000320   860.00     4.00   -0.00465    0
-      tr   2  7   2.0000  5   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-       -12304.319   0.55300  27.2700
-         1.2602    0.000003830  -11455.0   -8.2376
-         0.0000261   762.00     4.10   -0.00538    0
-    fact   5  7   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-       -10502.981   0.71000  28.4200
-         1.2900    0.000029992   -8447.5   -8.9470
-         0.0000288   760.00     4.10   -0.00539    0
-      ts   2  7   2.0000  5   3.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-       -12553.963   0.53300  26.7390
-         1.2448    0.000024348  -11965.0   -8.1121
-         0.0000266   760.00     4.10   -0.00539    0
-    parg   4  8   1.0000  7   2.0000  5   4.0000  3   3.0000  1   6.0000 10  24.0000 11   2.0000  0
-       -12664.654   0.63500  27.1900
-         1.2802    0.000022997  -12359.5   -8.0658
-         0.0000280   912.00     4.09   -0.00448    0
-      gl   2  8   2.0000  5   3.0000  3   2.0000  1   8.0000 10  24.0000 11   2.0000  0
-       -11955.966   0.53000  25.9800
-         1.7175   -0.000121070    7075.0  -19.2720
-         0.0000158   883.00     4.09   -0.00463    0
-     fgl   3  8   2.0000  3   2.0000  4   3.0000  1   8.0000 10  24.0000 11   2.0000  0
-       -10879.241   0.62400  26.5900
-         1.7629   -0.000118992    9423.7  -20.2071
-         0.0000183   890.00     4.09   -0.00460    0
-     nyb   5  8   3.0000  5   3.0000  3   3.0000  1   7.0000 10  24.0000 11   2.0000  0
-       -12165.500   0.62200  26.3140
-         1.7452   -0.000112162    6425.5  -19.1630
-         0.0000220   910.00     4.09   -0.00449    0
-    rieb   2  8   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-       -10023.484   0.69500  27.4900
-         1.7873   -0.000124882    9627.1  -20.2755
-         0.0000181   890.00     4.09   -0.00460    0
-    anth   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-       -12065.947   0.53700  26.5400
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00587    0
-   fanth   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -9623.097   0.72500  27.8700
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   700.00     4.11   -0.00587    0
-    cumm   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-       -12063.805   0.53800  26.3300
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00587    0
-    grun   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -9605.654   0.73500  27.8400
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   648.00     4.12   -0.00636    0
-     ged   5  5   5.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-       -12306.628   0.53500  25.9560
-         1.3077    0.000023642   -9307.4   -9.7990
-         0.0000241   700.00     4.11   -0.00587    0
-    spr4   4  5   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-       -11020.915   0.42550  19.9000
-         1.1331   -0.000007596   -8816.6   -8.1806
-         0.0000205  2500.00     4.04   -0.00162    0
-    spr5   4  5   3.0000  3  10.0000  1   1.0000 10  20.0000  0
-       -11135.413   0.41950  19.7500
-         1.1034    0.000001015  -10957.0   -7.4092
-         0.0000206  2500.00     4.04   -0.00162    0
-    fspr   4  4   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-        -9658.228   0.48500  19.9230
-         1.1329   -0.000007348  -10420.2   -7.0366
-         0.0000196  2500.00     4.04   -0.00162    0
-    mcar   1  5   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-        -4771.039   0.22150  10.5900
-         0.6830   -0.000014054     291.0   -6.9764
-         0.0000243   525.00     4.14   -0.00789    0
-    fcar   1  4   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-        -4411.641   0.25110  10.6950
-         0.6866   -0.000012415     186.0   -6.8840
-         0.0000221   525.00     4.14   -0.00789    0
-    deer  12  4  18.0000  1  12.0000 10  50.0000 11  10.0000  0
-       -18338.188   1.65000  55.7400
-         3.1644   -0.000027883   -5039.1  -26.7210
-         0.0000275   630.00     4.12   -0.00654    0
-      mu   2  9   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -5976.612   0.29200  14.0830
-         0.7564   -0.000019840   -2170.0   -6.9792
-         0.0000307   490.00     4.15   -0.00847    0
-     cel   1  9   1.0000  5   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-        -5834.984   0.29000  13.9570
-         0.7412   -0.000018748   -2368.8   -6.6169
-         0.0000307   700.00     4.11   -0.00587    0
-    fcel   1  9   1.0000  4   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-        -5468.723   0.33000  14.0700
-         0.7563   -0.000019147   -1586.1   -6.9287
-         0.0000318   700.00     4.11   -0.00587    0
-      pa   1  8   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -5942.765   0.27700  13.2110
-         0.8030   -0.000031580     217.0   -8.1510
-         0.0000370   515.00     6.51   -0.01264    0
-      ma   1  7   1.0000  3   4.0000  1   2.0000 10  12.0000 11   2.0000  0
-        -6242.094   0.26500  12.9640
-         0.7444   -0.000016800   -2074.4   -6.7832
-         0.0000233  1000.00     4.08   -0.00408    0
-     phl   2  9   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -6214.667   0.32600  14.9640
-         0.7703   -0.000036939   -2328.9   -6.5316
-         0.0000380   513.00     7.33   -0.01429    0
-     ann   3  9   1.0000  4   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -5140.928   0.42000  15.4320
-         0.8157   -0.000034861      19.8   -7.4667
-         0.0000380   513.00     7.33   -0.01429    0
-     fbi   3  9   1.0000  4   1.0000  5   2.0000  3   2.0000  1   2.0000 10  12.0000 11   2.0000  0
-        -5896.080   0.34870  15.0725
-         0.7918   -0.000038031   -1718.3   -6.8869
-         0.0000380   513.00     7.33   -0.01429    0
-     obi   2  9   1.0000  5   2.0000  4   1.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -5862.620   0.35733  15.1200
-         0.7854   -0.000036246   -1546.0   -6.8433
-         0.0000380   513.00     7.33   -0.01429    0
-    mnbi   2  9   1.0000  6   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -5475.482   0.43300  15.2640
-         0.8099   -0.000059213   -1514.4   -6.9987
-         0.0000380   530.00     7.33   -0.01383    0
-    east   2  9   1.0000  5   2.0000  3   3.0000  1   2.0000 10  12.0000 11   2.0000  0
-        -6330.170   0.31800  14.7380
-         0.7855   -0.000038031   -2130.3   -6.8937
-         0.0000380   530.00     7.33   -0.01383    0
-    naph   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -6164.524   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01429    0
-     tan   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-        -5899.883   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01435    0
-    clin   2  5   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-        -8909.068   0.43700  21.1400
-         1.1708   -0.000001508   -3825.8  -10.3150
-         0.0000204   870.00     4.09   -0.00470    0
-    ames   2  5   4.0000  3   4.0000  1   2.0000 10  18.0000 11   8.0000  0
-        -9040.381   0.41200  20.7100
-         1.1860   -0.000002599   -3627.2  -10.6770
-         0.0000200   870.00     4.09   -0.00470    0
-   afchl   2  5   6.0000  1   4.0000 10  18.0000 11   8.0000  0
-        -8727.754   0.43900  21.5700
-         1.1550   -0.000000417   -4024.4   -9.9529
-         0.0000204   870.00     4.09   -0.00470    0
-    daph   3  4   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-        -7117.850   0.58400  21.6200
-         1.1920   -0.000005940   -4826.4   -9.7683
-         0.0000227   870.00     4.09   -0.00470    0
-   mnchl   2  6   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-        -7699.154   0.59500  22.5900
-         1.1365   -0.000005243   -5548.1   -8.9115
-         0.0000223   870.00     4.09   -0.00470    0
-     sud   2  5   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-        -8626.590   0.39500  20.3000
-         1.4361   -0.000048749   -2748.5  -13.7640
-         0.0000199   870.00     4.09   -0.00470    0
-    fsud   2  4   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-        -7900.313   0.45600  20.4000
-         1.4663   -0.000047365   -1182.8  -14.3880
-         0.0000208   870.00     4.09   -0.00470    0
-     prl   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-        -5640.672   0.23900  12.8040
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02703    0
-      ta   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-        -5896.765   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01435    0
-     fta   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-        -4798.720   0.35200  14.2250
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01435    0
-    tats   2  5   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -6000.904   0.25900  13.5100
-         0.5495    0.000036324   -8606.6   -2.5153
-         0.0000180   430.00     6.17   -0.01435    0
-     tap   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-        -5649.548   0.23500  13.4500
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02703    0
-     nta   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -6163.569   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01429    0
-    minn   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-        -4818.562   0.35500  14.8510
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01435    0
-    minm   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-        -5865.689   0.26390  14.2910
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01435    0
-     kao   2  3   2.0000  1   2.0000 10   9.0000 11   4.0000  0
-        -4122.165   0.20370   9.9340
-         0.4367   -0.000034295   -4055.9   -2.6991
-         0.0000251   645.00     4.12   -0.00639    0
-     pre   1  7   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -6202.100   0.29280  14.0260
-         0.7249   -0.000013865   -2059.0   -6.3239
-         0.0000158  1093.00     4.01   -0.00367    0
-    fpre   1  7   2.0000  3   1.0000  4   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-        -5766.431   0.32000  14.8000
-         0.7371   -0.000016810   -1957.3   -6.3581
-         0.0000158  1093.00     4.01   -0.00367    0
-     chr   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-        -4360.747   0.22130  10.7460
-         0.6247   -0.000020770   -1721.8   -5.6194
-         0.0000220   628.00     4.00   -0.00637    0
-     liz   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-        -4368.937   0.21200  10.6450
-         0.6147   -0.000020770   -1721.8   -5.6194
-         0.0000220   710.00     3.20   -0.00451    0
-     glt   3  4   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-        -3297.094   0.31000  11.9800
-         0.5764    0.000002984   -3757.0   -4.1662
-         0.0000228   630.00     4.00   -0.00635    0
-    fstp   5  9   0.5000  4   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-       -12550.481   0.93020  37.2390
-         1.9443   -0.000012289   -4840.2  -16.6350
-         0.0000368   513.00     7.33   -0.01429    0
-    mstp   5  9   0.5000  5   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-       -14286.748   0.84740  36.5770
-         1.8622   -0.000014018   -8983.1  -14.9230
-         0.0000371   513.00     7.33   -0.01429    0
-     atg  48  5  48.0000  1  34.0000 10 147.0000 11  62.0000  0
-       -71400.524   3.62000 175.4800
-         9.6210   -0.000091183  -35941.6  -83.0342
-         0.0000280   631.00     5.92   -0.00938    0
-      ab   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-        -3935.295   0.20740  10.0670
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000236   541.00     5.91   -0.01092    2  14.00 0.0420  13.00 0.0420     3   0.90
-     abh   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-        -3921.290   0.22430  10.1050
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000241   541.00     5.91   -0.01092    0
-     mic   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-        -3975.395   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    0
-     san   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-        -3966.745   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    2   8.65 0.0240   8.50 0.0240     3   0.80
-      an   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-        -4232.671   0.20050  10.0790
-         0.3705    0.000010010   -4339.1   -1.9606
-         0.0000141   860.00     4.09   -0.00476    2  42.01 0.1000  42.00 0.1000     1   2.00
-     kcm   1  9   1.0000  3   1.0000  1   3.0000 10   9.0000 11   2.0000  0
-        -4232.693   0.28150  11.4380
-         0.5365   -0.000010090    -980.4   -4.7350
-         0.0000321   425.00     2.00   -0.00471    0
-      wa   1  9   2.0000  1   4.0000 10   9.0000  0
-        -4271.902   0.25400  10.8440
-         0.4991    0.000000000       0.0   -4.3501
-         0.0000266   900.00     4.00   -0.00444    0
-     hol   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-        -3792.024   0.16620   7.1280
-         0.4176   -0.000003617   -4748.1   -2.8199
-         0.0000280  1800.00     4.00   -0.00222    0
-       q   1  1   1.0000 10   2.0000  0
-         -910.628   0.04143   2.2690
-         0.0928   -0.000000642    -714.9   -0.7161
-         0.0000000   584.00     8.96   -0.01534    1    847   0.00535    0.1267
-     trd   1  1   1.0000 10   2.0000  0
-         -906.984   0.04420   2.8000
-         0.0749    0.000003100   -1174.0   -0.2367
-         0.0000000   150.00     4.36   -0.02907    0
-    crst   1  1   1.0000 10   2.0000  0
-         -904.142   0.05096   2.7450
-         0.0727    0.000001304   -4129.0    0.0000
-         0.0000000   160.00     4.35   -0.02719    0
-     coe   1  1   1.0000 10   2.0000  0
-         -906.980   0.03970   2.0640
-         0.1078   -0.000003279    -190.3   -1.0416
-         0.0000123   979.00     4.19   -0.00428    0
-     stv   1  1   1.0000 10   2.0000  0
-         -876.758   0.02400   1.4010
-         0.0681    0.000006010   -1978.2   -0.0821
-         0.0000158  3090.00     4.60   -0.00149    0
-      ne   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-        -2094.837   0.12440   5.4190
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000463   465.00     4.16   -0.00895    1    467   0.01000    0.0800
-      cg   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-        -2092.001   0.11870   5.6030
-         0.1161    0.000086021   -1992.7    0.0000
-         0.0000450   465.00     4.16   -0.00895    0
-     cgh   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-        -2078.285   0.13500   5.6700
-         0.2292    0.000011876       0.0   -1.9707
-         0.0000467   465.00     4.16   -0.00895    0
-    macf   1  5   1.0000  3   2.0000 10   4.0000  0
-        -2246.448   0.08000   3.6140
-         0.2000    0.000006252   -2996.4   -0.8884
-         0.0000193  2120.00     4.00   -0.00189    0
-    mscf   2  5   2.0000  1   1.0000 10   4.0000  0
-        -2061.465   0.08750   3.6490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1850.00     4.00   -0.00216    0
-    fscf   2  4   2.0000  1   1.0000 10   4.0000  0
-        -1402.500   0.14340   3.9140
-         0.1811    0.000018526   -2767.2   -0.5271
-         0.0000201  1850.00     4.00   -0.00216    0
-    nacf   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-        -1965.636   0.11000   3.6310
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000210  1850.00     4.60   -0.00249    0
-    cacf   1  7   1.0000  3   2.0000 10   4.0000  0
-        -2325.600   0.08760   3.9760
-         0.1919    0.000009563   -3211.3   -0.6402
-         0.0000193  1900.00     4.00   -0.00211    0
-   manal   1  5   3.0000  3   6.0000 10  12.0000  0
-        -6796.630   0.25000  11.1660
-         0.6000    0.000018756   -8989.2   -2.6652
-         0.0000193  1840.00     4.00   -0.00217    0
-   nanal   2  8   1.0000  5   2.0000  3   5.0000  1   1.0000 10  12.0000  0
-        -6610.270   0.28000  11.3220
-         0.6727    0.000000106   -5992.8   -4.5399
-         0.0000201  1840.00     4.00   -0.00217    0
-   msnal   1  5   6.0000  1   3.0000 10  12.0000  0
-        -6172.380   0.27250  11.0610
-         0.6399    0.000008070   -4231.2   -4.4877
-         0.0000210  1850.00     4.00   -0.00216    0
-   fsnal   1  4   6.0000  1   3.0000 10  12.0000  0
-        -4146.000   0.44020  11.8560
-         0.5433    0.000055578   -8301.6   -1.5813
-         0.0000210  1850.00     4.00   -0.00216    0
-   canal   1  7   1.0000  5   2.0000  3   6.0000 10  12.0000  0
-        -6840.000   0.25760  11.1590
-         0.5919    0.000022067   -9204.1   -2.4170
-         0.0000193  1770.00     4.00   -0.00226    0
-     sdl   1  8   8.0000  3   6.0000  1   6.0000 13   2.0000 10  24.0000  0
-       -13407.215   0.91000  42.1300
-         1.5327    0.000047747   -2972.8  -12.4270
-         0.0000463   465.00     4.16   -0.00895    0
-     kls   1  9   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-        -2123.071   0.13600   6.0520
-         0.2420   -0.000004482    -895.8   -1.9358
-         0.0000316   514.00     2.00   -0.00389    0
-      lc   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-        -3029.356   0.19850   8.8260
-         0.3698   -0.000016332     684.7   -3.6831
-         0.0000185   450.00     5.70   -0.01267    2  11.61 0.4000  11.60 0.4000     2   0.70
-      me   4  7   4.0000  3   6.0000  1   6.0000 10  27.0000 12   1.0000  0
-       -13841.735   0.75200  33.9850
-         1.3590    0.000036442   -8594.7   -9.5982
-         0.0000182   870.00     4.09   -0.00470    0
-     wrk   1  7   1.0000  3   2.0000  1   4.0000 10  14.0000 11   4.0000  0
-        -6662.258   0.38000  19.0400
-         0.8383   -0.000021460   -2272.0   -7.2923
-         0.0000149   860.00     4.09   -0.00476    0
-     lmt   1  7   1.0000  3   2.0000  1   4.0000 10  16.0000 11   8.0000  0
-        -7262.515   0.46500  20.3700
-         1.0134   -0.000021413   -2235.8   -8.8067
-         0.0000137   860.00     4.09   -0.00476    0
-     heu   1  7   1.0000  3   2.0000  1   7.0000 10  24.0000 11  12.0000  0
-       -10544.753   0.78300  31.7000
-         1.5048   -0.000033224   -2959.3  -13.2972
-         0.0000157   274.00     4.00   -0.01460    0
-    stlb   1  7   1.0000  3   2.0000  1   7.0000 10  25.0000 11  14.0000  0
-       -10896.325   0.71000  32.8700
-         1.5884   -0.000032043   -3071.6  -13.9669
-         0.0000151   860.00     4.09   -0.00476    0
-     anl   1  8   1.0000  3   1.0000  1   2.0000 10   7.0000 11   2.0000  0
-        -3307.126   0.23200   9.7400
-         0.6435   -0.000016067    9302.3   -9.1796
-         0.0000276   400.00     4.18   -0.01045    0
-    lime   1  7   1.0000 10   1.0000  0
-         -634.562   0.03810   1.6760
-         0.0524    0.000003673    -750.7   -0.0510
-         0.0000341  1130.00     3.87   -0.00342    0
-      ru   1  2   1.0000 10   2.0000  0
-         -943.799   0.05030   1.8820
-         0.0809    0.000001658   -1243.9   -0.2111
-         0.0000224  2220.00     4.24   -0.00191    0
-     per   1  5   1.0000 10   1.0000  0
-         -601.600   0.02650   1.1250
-         0.0605    0.000000362    -535.8   -0.2992
-         0.0000311  1616.00     3.95   -0.00244    0
-    fper   1  4   1.0000 10   1.0000  0
-         -262.064   0.05860   1.2060
-         0.0444    0.000008280   -1214.2    0.1852
-         0.0000322  1520.00     4.90   -0.00322    0
-      wu   1  4   1.0000 10   1.0000  0
-         -262.383   0.06300   1.2060
-         0.0674    0.000003758     315.7   -0.3817
-         0.0000322  1520.00     4.00   -0.00263    0
-    mang   1  6   1.0000 10   1.0000  0
-         -385.571   0.05970   1.3220
-         0.0598    0.000003600     -31.4   -0.2826
-         0.0000369  1645.00     4.46   -0.00271    0
-     cor   2  3   2.0000 10   3.0000  0
-        -1675.305   0.05090   2.5580
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2540.00     4.34   -0.00171    0
-    mcor   1  5   1.0000  1   1.0000 10   3.0000  0
-        -1468.428   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00216    0
-     hem   2  4   2.0000 10   3.0000  0
-         -825.326   0.08740   3.0270
-         0.1639    0.000000000   -2257.2   -0.6576
-         0.0000279  2230.00     4.04   -0.00181    1    955   0.01560    0.0000
-     esk   2 19   2.0000 10   3.0000  0
-        -1128.174   0.08300   2.8980
-         0.1190    0.000009496   -1442.0   -0.0034
-         0.0000159  2450.00     3.60   -0.00147    0
-     bix   2  6   2.0000 10   3.0000  0
-         -959.000   0.11370   3.1370
-         0.1451    0.000023534     721.6   -1.0084
-         0.0000291  2230.00     4.04   -0.00181    0
-     NiO   1 15   1.0000 10   1.0000  0
-         -239.479   0.03800   1.0970
-         0.0477    0.000007824    -392.5    0.0000
-         0.0000330  2000.00     3.94   -0.00197    1    520   0.00570    0.0000
-     pnt   1  6   1.0000  2   1.0000 10   3.0000  0
-        -1361.414   0.10650   3.2880
-         0.1435    0.000003373   -1940.7   -0.4076
-         0.0000240  1700.00     8.30   -0.00488    0
-    geik   1  5   1.0000  2   1.0000 10   3.0000  0
-        -1568.687   0.07460   3.0860
-         0.1361    0.000001656   -2533.0   -0.2839
-         0.0000215  1700.00     8.30   -0.00488    2   8.31 0.0000   8.30 0.0000     1   0.50
-     ilm   1  4   1.0000  2   1.0000 10   3.0000  0
-        -1232.288   0.10750   3.1690
-         0.1253    0.000009938   -2458.1   -0.0259
-         0.0000240  1700.00     8.30   -0.00488    2   7.05 0.1300   7.05 0.1300     1   0.50
-     bdy   1 16   1.0000 10   2.0000  0
-        -1100.316   0.05040   2.1150
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00407    0
-    bdyT   1 16   1.0000 10   2.0000  0
-        -1096.011   0.05340   2.1150
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00407    0
-    bdyC   1 16   1.0000 10   2.0000  0
-        -1085.952   0.05720   2.4950
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00407    0
-     ten   1 18   1.0000 10   1.0000  0
-         -156.100   0.04260   1.2220
-         0.0310    0.000013740   -1258.0    0.3693
-         0.0000357  2000.00     3.94   -0.00197    0
-     cup   1 18   2.0000 10   1.0000  0
-         -170.600   0.09240   2.3440
-         0.1103    0.000000000       0.0   -0.6748
-         0.0000333  1310.00     5.70   -0.00435    0
-      sp   1  5   1.0000  3   2.0000 10   4.0000  0
-        -2300.067   0.08063   3.9780
-         0.2005    0.000006252   -2996.4   -0.8884
-         0.0000193  1922.00     4.04   -0.00210    2  13.93 0.0000  -3.60 0.0000     2  -0.50
-    herc   1  4   1.0000  3   2.0000 10   4.0000  0
-        -1949.489   0.11390   4.0750
-         0.1849    0.000014170   -3674.8   -0.4040
-         0.0000206  1922.00     4.04   -0.00210    2  13.93 0.0000  -3.60 0.0000     2  -0.50
-      mt   2  4   3.0000 10   4.0000  0
-        -1114.018   0.14690   4.4520
-         0.2625   -0.000007205   -1926.2   -1.6557
-         0.0000371  1857.00     4.05   -0.00218    1    848   0.03500    0.0000
-     mft   2  5   1.0000  4   2.0000 10   4.0000  0
-        -1442.172   0.12100   4.4570
-         0.2705   -0.000007505    -999.2   -2.0224
-         0.0000363  1857.00     4.05   -0.00218    1    665   0.01700    0.0000
-     qnd   2  5   2.0000  2   1.0000 10   4.0000  0
-        -2157.530   0.11170   4.5290
-         0.1617    0.000032860   -2382.2   -0.2786
-         0.0000263  1470.00     4.00   -0.00272    0
-     usp   2  4   2.0000  2   1.0000 10   4.0000  0
-        -1495.688   0.17100   4.6820
-         0.1295    0.000048696   -3739.0    0.6902
-         0.0000386  1470.00     4.00   -0.00272    2   1.00 0.0000   0.90 0.0000     1   0.50
-    picr   1  5   1.0000 19   2.0000 10   4.0000  0
-        -1764.083   0.11830   4.3560
-         0.1961    0.000005398   -3126.0   -0.6169
-         0.0000260  1922.00     4.04   -0.00210    0
-      br   1  5   1.0000 10   2.0000 11   2.0000  0
-         -925.626   0.06320   2.4630
-         0.1584   -0.000004076   -1052.3   -1.1713
-         0.0000620   415.00     6.45   -0.01554    0
-     dsp   1  3   1.0000 10   2.0000 11   1.0000  0
-         -999.807   0.03450   1.7860
-         0.1451    0.000008709     584.4   -1.7411
-         0.0000357  2280.00     4.04   -0.00177    0
-     gth   1  4   1.0000 10   2.0000 11   1.0000  0
-         -561.628   0.06030   2.0820
-         0.1393    0.000000147    -212.7   -1.0778
-         0.0000435  2500.00     4.03   -0.00161    0
-      cc   1  7   1.0000 12   1.0000 10   3.0000  0
-        -1207.743   0.09250   3.6890
-         0.1409    0.000005029    -950.7   -0.8584
-         0.0000252   733.00     4.06   -0.00554    1   1240   0.01000    0.0400
-    arag   1  7   1.0000 10   3.0000 12   1.0000  0
-        -1207.638   0.08980   3.4150
-         0.1671    0.000010695     162.0   -1.5649
-         0.0000614   614.00     5.87   -0.00956    0
-     mag   1  5   1.0000 10   3.0000 12   1.0000  0
-        -1110.893   0.06550   2.8030
-         0.1864   -0.000003772       0.0   -1.8862
-         0.0000338  1028.00     5.41   -0.00526    0
-     sid   1  4   1.0000 12   1.0000 10   3.0000  0
-         -762.049   0.09330   2.9430
-         0.1684    0.000000000       0.0   -1.4836
-         0.0000439  1200.00     4.07   -0.00339    0
-     rhc   1  6   1.0000 12   1.0000 10   3.0000  0
-         -892.290   0.09800   3.1070
-         0.1695    0.000000000       0.0   -1.5343
-         0.0000244   953.00     3.88   -0.00407    0
-     dol   1  7   1.0000  5   1.0000 10   6.0000 12   2.0000  0
-        -2326.212   0.15610   6.4290
-         0.3589   -0.000004905       0.0   -3.4562
-         0.0000328   943.00     3.74   -0.00397    2  11.91 0.0160  11.90 0.0160     1   1.00
-     ank   1  7   1.0000  4   1.0000 10   6.0000 12   2.0000  0
-        -1971.223   0.18846   6.6060
-         0.3410   -0.000001161       0.0   -3.0548
-         0.0000346   914.00     3.88   -0.00425    2  11.91 0.0160  11.90 0.0160     1   1.00
-     syv   1  9   1.0000 13   1.0000  0
-         -436.500   0.08260   3.7520
-         0.0462    0.000017970       0.0    0.0000
-         0.0001109   170.00     5.00   -0.02941    0
-     hlt   1  8   1.0000 13   1.0000  0
-         -411.300   0.07210   2.7020
-         0.0452    0.000017970       0.0    0.0000
-         0.0001147   238.00     5.00   -0.02101    0
-     pyr   1  4   1.0000 17   2.0000  0
-         -171.640   0.05290   2.3940
-         0.0373    0.000026715   -1817.0    0.6493
-         0.0000310  1395.00     4.09   -0.00293    0
-    trot   1  4   1.0000 17   1.0000  0
-          -99.004   0.06550   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000568   658.00     4.17   -0.00634    1    598   0.01200    0.0410
-     tro   1  4   1.0000 17   1.0000  0
-          -97.776   0.07080   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000573   658.00     4.17   -0.00634    1    598   0.01200    0.0410
-     lot   1  4   1.0000 17   1.0000  0
-         -102.183   0.06000   1.8180
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000493   658.00     4.17   -0.00634    1    420   0.01000    0.0000
-    trov   1  4   0.8750 17   1.0000  0
-          -95.997   0.05750   1.7380
-         0.0511    0.000008307    -669.7    0.0000
-         0.0000594   658.00     4.17   -0.00634    1    595   0.01000    0.0160
-     any   1  7   1.0000 17   1.0000 10   4.0000  0
-        -1434.400   0.10690   4.5940
-         0.1287    0.000048545   -1223.0   -0.5605
-         0.0000418   543.80     4.19   -0.00771    0
-    iron   1  4   1.0000  0
-           -0.000   0.02709   0.7090
-         0.0462    0.000005159     723.1   -0.5562
-         0.0000356  1640.00     5.16   -0.00315    1   1042   0.00830    0.0000
-      Ni   1 15   1.0000  0
-            0.000   0.02987   0.6590
-         0.0498    0.000000000     585.9   -0.5339
-         0.0000428  1905.00     4.25   -0.00223    1    631   0.00300    0.0000
-      Cu   1 18   1.0000  0
-            0.000   0.03314   0.7110
-         0.0124    0.000009220    -379.9    0.2335
-         0.0000358  1625.00     4.24   -0.00261    0
-     gph   1 12   1.0000  0
-            0.000   0.00576   0.5300
-         0.0343    0.000000000    -240.7   -0.4038
-         0.0000165   312.00     3.90   -0.01250    0
-    diam   1 12   1.0000  0
-            1.893   0.00236   0.3420
-         0.0400    0.000000000     -28.5   -0.5805
-         0.0000040  4465.00     1.61   -0.00036    0
-       S   1 17   1.0000  0
-            0.000   0.03205   1.5510
-         0.0566   -0.000004557     638.0   -0.6818
-         0.0000640   145.00     7.00   -0.04828    0
-     H2O   1 11   2.0000 10   1.0000  0
-         -241.810   0.18880   0.0000
-         0.0401    0.000008656     487.5   -0.2512
-         0.0000000     0.00     0.00    0.00000    0
-     CO2   1 12   1.0000 10   2.0000  0
-         -393.513   0.21370   0.0000
-         0.0878   -0.000002644     706.4   -0.9989
-         0.0000000     0.00     0.00    0.00000    0
-      CO   1 12   1.0000 10   1.0000  0
-         -110.530   0.19767   0.0000
-         0.0457   -0.000000097     662.7   -0.4147
-         0.0000000     0.00     0.00    0.00000    0
-     CH4   1 12   1.0000 11   4.0000  0
-          -74.810   0.18626   0.0000
-         0.1501    0.000002063    3427.7   -2.6504
-         0.0000000     0.00     0.00    0.00000    0
-      O2   1 10   2.0000  0
-           -0.000   0.20520   0.0000
-         0.0483   -0.000000691     499.2   -0.4207
-         0.0000000     0.00     0.00    0.00000    0
-      H2   1 11   2.0000  0
-            0.000   0.13070   0.0000
-         0.0233    0.000004627       0.0    0.0763
-         0.0000000     0.00     0.00    0.00000    0
-      S2   1 17   2.0000  0
-          128.542   0.23100   0.0000
-         0.0371    0.000002398    -161.0   -0.0650
-         0.0000000     0.00     0.00    0.00000    0
-     H2S   1 11   2.0000 17   1.0000  0
-          -20.305   0.20577   0.0000
-         0.0474    0.000010240     615.9   -0.3978
-         0.0000000     0.00     0.00    0.00000    0
-    syvL   1  9   1.0000 13   1.0000  0
-         -417.410   0.09450   3.8220
-         0.0669    0.000000000       0.0    0.0000
-         0.0003010    56.00     4.65   -0.08304   -0.02000    0
-    hltL   1  8   1.0000 13   1.0000  0
-         -392.982   0.08010   2.9380
-         0.0720   -0.000003223       0.0    0.0000
-         0.0002950    64.00     4.61   -0.07203   -0.01500    0
-    perL   1  5   1.0000 10   1.0000  0
-         -654.191  -0.06430   0.8390
-         0.0990    0.000000000       0.0    0.0000
-         0.0002260   362.00    10.06   -0.02779   -0.04100    0
-    limL   1  7   1.0000 10   1.0000  0
-         -692.317  -0.04750   1.3030
-         0.0990    0.000000000       0.0    0.0000
-         0.0001750   362.00    10.06   -0.02779   -0.04100    0
-    corL   1  3   2.0000 10   3.0000  0
-        -1631.550   0.01490   3.3690
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00   -0.04000   -0.03500    0
-    eskL   1 19   2.0000 10   3.0000  0
-        -1062.179   0.06330   3.7090
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00   -0.04000   -0.03500    0
-    hemL   2  4   2.0000 10   3.0000  0
-         -875.029  -0.03320   3.2208
-         0.2290    0.000000000       0.0    0.0000
-         0.0001953   230.00     4.00   -0.01739   -0.04600    0
-      qL   1  1   1.0000 10   2.0000  0
-         -920.959   0.01640   2.7300
-         0.0825    0.000000000       0.0    0.0000
-         0.0000000   220.00     9.46   -0.04300   -0.03500    0
-    h2oL   1 11   2.0000 10   1.0000  0
-         -281.649   0.06660   1.3355
-         0.0650    0.000000000       0.0    0.0000
-         0.0006260    42.28     4.00   -0.09461   -0.01060    0
-     foL   2  5   2.0000  1   1.0000 10   4.0000  0
-        -2237.197  -0.06200   4.3120
-         0.2694    0.000000000       0.0    0.0000
-         0.0000920   362.00    10.06   -0.02779   -0.04400    0
-     faL   2  4   2.0000  1   1.0000 10   4.0000  0
-        -1462.632   0.09600   4.6770
-         0.2437    0.000000000       0.0    0.0000
-         0.0001071   290.00    10.42   -0.03593   -0.05500    0
-     woL   1  7   1.0000  1   1.0000 10   3.0000  0
-        -1642.533   0.02250   3.9850
-         0.1674    0.000000000       0.0    0.0000
-         0.0000669   325.00     9.38   -0.02886   -0.02000    0
-     enL   1  5   2.0000  1   2.0000 10   6.0000  0
-        -3096.315  -0.00400   6.9840
-         0.3536    0.000000000       0.0    0.0000
-         0.0000681   218.00     7.20   -0.03303   -0.02400    0
-     diL   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-        -3193.771   0.04210   7.2880
-         0.3340    0.000000000       0.0    0.0000
-         0.0000851   249.00     8.04   -0.03229   -0.03730    0
-    silL   1  3   2.0000  1   1.0000 10   5.0000  0
-        -2593.842   0.01000   6.0510
-         0.2530    0.000000000       0.0    0.0000
-         0.0000408   220.00     6.36   -0.02891   -0.02900    0
-     anL   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-        -4277.977   0.02900  10.0140
-         0.4300    0.000000000       0.0    0.0000
-         0.0000514   210.00     6.38   -0.03038   -0.05500    0
-    kspL   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-        -3985.349   0.12920  11.4310
-         0.3680    0.000000000       0.0    0.0000
-         0.0000493   173.00     6.84   -0.03954   -0.00900    0
-     abL   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-        -3925.395   0.14990  10.8580
-         0.3580    0.000000000       0.0    0.0000
-         0.0000337   176.00    14.35   -0.08153   -0.02600    0
-     neL   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-        -2117.007   0.05290   5.2000
-         0.2165    0.000000000       0.0    0.0000
-         0.0001370   250.00     7.37   -0.02948   -0.00800    0
-     lcL   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-        -3068.485   0.10200   8.5900
-         0.2870    0.000000000       0.0    0.0000
-         0.0000670   175.00     7.00   -0.04000   -0.00000    0
-     ruL   1  2   1.0000 10   2.0000  0
-         -947.869   0.00100   1.7032
-         0.1118    0.000000000       0.0    0.0000
-         0.0002901   149.00     8.00   -0.05369   -0.03500    0
-    bdyL   1 16   1.0000 10   2.0000  0
-        -1031.868   0.04890   1.8300
-         0.0900    0.000000000       0.0    0.0000
-         0.0002000   149.00     8.00   -0.05369   -0.03000    0
-      H+   1 11   1.0000 14  -1.0000  0
-            0.000   0.00000   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0000
-     Cl-   1 13   1.0000 14   1.0000  0
-         -167.080   0.05673   1.7790
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1414
-     OH-   1 10   1.0000 11   1.0000 14   1.0000  0
-         -230.020  -0.01071  -0.4180
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1372
-     Na+   1  8   1.0000 14  -1.0000  0
-         -240.300   0.05840  -0.1110
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0306
-      K+   1  9   1.0000 14  -1.0000  0
-         -252.170   0.10104   0.9060
-         0.0000    0.000072700       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0072
-    Ca++   1  7   1.0000 14  -2.0000  0
-         -543.300  -0.05650  -1.8060
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0463
-    Mg++   1  5   1.0000 14  -2.0000  0
-         -465.960  -0.13810  -2.1550
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0265
-    Fe++   1  4   1.0000 14  -2.0000  0
-          -90.420  -0.10711  -2.2200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0339
-   Al+++   1  3   1.0000 14  -3.0000  0
-         -527.230  -0.31630  -4.4400
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1427
-   CO3--   1 12   1.0000 10   3.0000 14   2.0000  0
-         -675.230  -0.05000  -0.5020
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.2908
-   AlOH3   1  3   1.0000 10   3.0000 11   3.0000  0
-        -1251.850   0.05360   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1015
-  AlOH4-   1  3   1.0000 10   4.0000 11   4.0000 14   1.0000  0
-        -1495.780   0.12690   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0965
-     KOH   1  9   1.0000 10   1.0000 11   1.0000  0
-         -473.620   0.10962  -0.8000
-         0.0000    0.000094500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0293
-     HCl   1 11   1.0000 13   1.0000  0
-         -162.130   0.05673   1.7790
-         0.0000    0.000090300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0540
-     KCl   1  9   1.0000 13   1.0000  0
-         -400.030   0.18481   4.4090
-         0.0000    0.000054300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0380
-    NaCl   1  8   1.0000 13   1.0000  0
-         -399.880   0.12609   2.2260
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0020
-   CaCl2   1  7   1.0000 13   2.0000  0
-         -877.060   0.04600   3.2600
-         0.0000    0.000136900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0343
-   CaCl+   1  7   1.0000 13   1.0000 14  -1.0000  0
-         -701.280   0.02736   0.5740
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0400
-   MgCl2   1  5   1.0000 13   2.0000  0
-         -796.080  -0.02243   2.9200
-         0.0000    0.000239900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0186
-   MgCl+   1  5   1.0000 13   1.0000 14  -1.0000  0
-         -632.480  -0.08137   0.1260
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1126
-   FeCl2   1  4   1.0000 13   2.0000  0
-         -375.340   0.10988   2.7000
-         0.0000    0.000450300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0124
-    aqSi   1  1   1.0000 10   2.0000  0
-         -887.738   0.04635   1.8320
-         0.0000    0.000177500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0283
-     HS-   1 11   1.0000 17   1.0000 14   1.0000  0
-          -16.110   0.06820   2.0650
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0920
-   HSO3-   1 11   1.0000 17   1.0000 10   3.0000 14   1.0000  0
-         -626.220   0.13975   3.3300
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0058
-   SO42-   1 17   1.0000 10   4.0000 14   2.0000  0
-         -909.600   0.01883   1.3880
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.2680
-   HSO4-   1 11   1.0000 17   1.0000 10   4.0000 14   1.0000  0
-         -889.100   0.12552   3.5200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0220
\ No newline at end of file
diff --git a/python/input_database_TC/ultraalkaline-CALIB-NewForm-it.txt b/python/input_database_TC/ultraalkaline-CALIB-NewForm-it.txt
deleted file mode 100755
index 55c9252a..00000000
--- a/python/input_database_TC/ultraalkaline-CALIB-NewForm-it.txt
+++ /dev/null
@@ -1,1048 +0,0 @@
-#
- ====================================================================
- CALIBRATION ONLY
- ====================================================================
-#
-#
- ==================   sl-wo-fo-fa-an-ns-ab-q melt   ========================
-#
-
- xyz variables set to zero: ek(L)  
-
- starting guesses
-  wo(L) = 0.081898
-  sl(L) = 0.11817
-  fo(L) = 0.0086968
-  fa(L) = 0.035059
-  ns(L) = 0.14591
-  hm(L) = 0.064456
-  ti(L) = 0.064609
-  ks(L) = 0.10494
-  yan(L) = 0.0023223  order variable
-  yab(L) = 0.14916  order variable
-  yen(L) = 0.017262  order variable
-  ykf(L) = 0.13054  order variable
-
- site fractions
-   pq = 1 - wo - sl - ns - fa - fo - hm - ti - ks + yan*(1 - fa - fo - hm - ns - ks - sl - ti - wo) + 1/6*yab*(3 - 7fa - 7fo - 7hm - 7ns - 7ks - 7sl - 7ti - 7wo) + 1/6*yen*(-3 + fa + fo + hm + ns + ks + sl + ti + wo) + 1/6*ykf*(3 - 7fa - 7fo - 7hm - �
-   psl = sl + yan*sl + 7/6*yab*sl + (-1/6*yen)*sl + 7/6*ykf*sl + (-yan) + (-1/2*yab) + (-1/2*ykf)
-   pwo = wo + yan*wo + 7/6*yab*wo + (-1/6*yen)*wo + 7/6*ykf*wo + (-yan)
-   pns = ns + yan*ns + 7/6*yab*ns + 7/6*ykf*ns + (-yab) + (-1/6*yen)*ns
-   phm = hm + yan*hm + 7/6*yab*hm + 7/6*ykf*hm + (-1/6*yen)*hm
-   pti = ti + yan*ti + 7/6*yab*ti + (-1/6*yen)*ti + 7/6*ykf*ti
-   pks = ks + yan*ks + 7/6*yab*ks + (-1/6*yen)*ks + 7/6*ykf*ks + (-ykf)
-   pab = yab
-   pan = yan
-   pen = yen
-   pkf = ykf
-   pol = fo + fa + yan*(fo + fa) + 7/6*yab*(fo + fa) + 7/6*ykf*(fo + fa) + (-1/6*yen)*(fo + fa) + (-1/2*yen)
-   mgM = 4fo
-   feM = 4fa
-   CaM = wo
-   AlM = sl
-   sumM = 4fo + 4fa + sl + wo
-
- proportions
-   q3L = 1 - wo - sl - ns - fa - fo - hm - ti - ks + yan*(1 - fa - fo - hm - ns - ks - sl - ti - wo) + 1/6*yab*(3 - 7fa - 7fo - 7hm - 7ns - 7ks - 7sl - 7ti - 7wo) + 1/6*yen*(-3 + fa + fo + hm + ns + ks + sl + ti + wo) + 1/6*ykf*(3 - 7fa - 7fo - 7hm�
-   sl1L = sl + yan*sl + 7/6*yab*sl + (-1/6*yen)*sl + 7/6*ykf*sl + (-yan) + (-1/2*yab) + (-1/2*ykf)
-   wo1L = wo + yan*wo + 7/6*yab*wo + (-1/6*yen)*wo + 7/6*ykf*wo + (-yan)
-   fo2L = fo + yan*fo + 7/6*yab*fo + (-1/6*yen)*fo + 7/6*ykf*fo + (-1/2*yen)
-   fa2L = fa + yan*fa + 7/6*yab*fa + 7/6*ykf*fa + (-1/6*yen)*fa
-   nmL = ns + yan*ns + 7/6*yab*ns + 7/6*ykf*ns + (-yab) + (-1/6*yen)*ns
-   hmL = hm + yan*hm + 7/6*yab*hm + 7/6*ykf*hm + (-1/6*yen)*hm
-   tiL = ti + yan*ti + 7/6*yab*ti + (-1/6*yen)*ti + 7/6*ykf*ti
-   kmL = ks + yan*ks + 7/6*yab*ks + (-1/6*yen)*ks + 7/6*ykf*ks + (-ykf)
-   anL = yan
-   ab1L = yab
-   enL = yen
-   kfL = ykf
-
- ideal mixing activities
-  q3L = pq
-  sl1L = psl*AlM*sumM**-1
-  wo1L = pwo*CaM*sumM**-1
-  fo2L = pol*mgM**4*sumM**-4
-  fa2L = pol*feM**4*sumM**-4
-  nmL = pns
-  hmL = phm
-  tiL = pti
-  kmL = pks
-  anL = pan
-  ab1L = pab
-  enL = pen
-  kfL = pkf
-
- non-ideality by van laar
-  W(q3L,sl1L) = 17.9 - 0.1*P
-  W(q3L,wo1L) = 9.5
-  W(q3L,fo2L) = 46.7 - 0.54*P
-  W(q3L,fa2L) = -3 - 0.56*P
-  W(q3L,nmL) = 2.5 + 0.01*P
-  W(q3L,hmL) = 20.5
-  W(q3L,tiL) = 32.5
-  W(q3L,kmL) = 7.4 + 0.93*P
-  W(q3L,anL) = -9.2 + 0.02*P
-  W(q3L,ab1L) = 1.9
-  W(q3L,enL) = 26.3 - 0.41*P
-  W(q3L,kfL) = -8 - 0.45*P
-  W(sl1L,wo1L) = -22.7 + 0.84*P
-  W(sl1L,fo2L) = 0 - 0.15*P
-  W(sl1L,fa2L) = 2.5
-  W(sl1L,nmL) = -10.1 + 0.03*P
-  W(sl1L,hmL) = -6
-  W(sl1L,tiL) = 10.5 - 0.03*P
-  W(sl1L,kmL) = -34 + 0.01*P
-  W(sl1L,anL) = 2.2
-  W(sl1L,ab1L) = -12.4 - 0.05*P
-  W(sl1L,enL) = 6.5 + 0.01*P
-  W(sl1L,kfL) = 3.8
-  W(wo1L,fo2L) = 34.7 + 0.04*P
-  W(wo1L,fa2L) = 14.3
-  W(wo1L,nmL) = -0.6
-  W(wo1L,hmL) = 1
-  W(wo1L,tiL) = 6
-  W(wo1L,kmL) = 0.4
-  W(wo1L,anL) = 10.5
-  W(wo1L,ab1L) = -3.1
-  W(wo1L,enL) = 13.6 + 0.09*P
-  W(wo1L,kfL) = 12.2
-  W(fo2L,fa2L) = 17.7 - 0.21*P
-  W(fo2L,nmL) = 14.1 - 0.08*P
-  W(fo2L,hmL) = -2.5
-  W(fo2L,tiL) = -6 - 0.16*P
-  W(fo2L,kmL) = 24.9 + 0.62*P
-  W(fo2L,anL) = -4.9 - 0.02*P
-  W(fo2L,ab1L) = 9.2
-  W(fo2L,enL) = 1.4 + 0.36*P
-  W(fo2L,kfL) = -3.4
-  W(fa2L,nmL) = 2.8 + 0.02*P
-  W(fa2L,hmL) = -31
-  W(fa2L,tiL) = -5 + 0.02*P
-  W(fa2L,kmL) = 19.3 - 0.04*P
-  W(fa2L,anL) = -5.8
-  W(fa2L,ab1L) = 7.6
-  W(fa2L,enL) = 3.5
-  W(fa2L,kfL) = -2.1
-  W(nmL,hmL) = 12.5
-  W(nmL,tiL) = 9.5 + 0.14*P
-  W(nmL,kmL) = -9.2 + 0.03*P
-  W(nmL,anL) = -7.8
-  W(nmL,ab1L) = -0.7 + 0.13*P
-  W(nmL,enL) = 1.9
-  W(nmL,kfL) = -3.9 + 0.02*P
-  W(hmL,tiL) = -6
-  W(hmL,kmL) = 11.5
-  W(hmL,anL) = -1.5
-  W(hmL,ab1L) = -1
-  W(hmL,enL) = -1.7
-  W(hmL,kfL) = -1.5
-  W(tiL,kmL) = 3
-  W(tiL,anL) = -8.5
-  W(tiL,ab1L) = -2.3
-  W(tiL,enL) = 6
-  W(tiL,kfL) = -8.1
-  W(kmL,anL) = 18.5
-  W(kmL,ab1L) = 20.7
-  W(kmL,enL) = -3
-  W(kmL,kfL) = 30.1 + 0.4*P
-  W(anL,ab1L) = -2.6
-  W(anL,enL) = 0
-  W(anL,kfL) = 9.4
-  W(ab1L,enL) = 0
-  W(ab1L,kfL) = 27.5
-  W(enL,kfL) = 0
-
-  v(q3L) = 100
-  v(sl1L) = 145
-  v(wo1L) = 145
-  v(fo2L) = 200
-  v(fa2L) = 200
-  v(nmL) = 85
-  v(hmL) = 50
-  v(tiL) = 50
-  v(kmL) = 85
-  v(anL) = 100
-  v(ab1L) = 100
-  v(enL) = 100
-  v(kfL) = 100
-
- "make" end-members
-  q3L = 3 qL - 0.19 - 0.095*P
-  sl1L = corL + qL - 20.75 - 0.255*P
-  wo1L = woL - 0.03 + 0.008*P
-  fo2L = 2 foL + 10.37 - 0.13*P
-  fa2L = 2 faL + 17.22 - 0.053*P
-  nmL = neL - 1/2 corL - 1/2 qL + 48.68 - 0.007*T - 0.182*P
-  hmL = 1/2 hemL + 4.53 - 0.008*P
-  tiL = ruL + 0.75 - 0.246*P
-  kmL = ksL - 1/2 corL - 1/2 qL + 72.71 - 0.025*T + 0.313*P
-  anL = woL + corL + qL - 49.44 + 0.018*P
-  ab1L = neL + 2 qL + 18.27 - 0.032*T - 0.34*P
-  enL = foL + qL - 16.65 - 0.334*P
-  kfL = ksL + 2 qL + 1.95 - 0.02*T - 0.131*P
-
-#
-
-----------------------------------------------------
- 4Tplag feldspar
-
-         A                   TB
-         Na    Ca    K       Al    Si
- ab      1     0     0       1     3
- san     0     0     1       1     3
- an      0     1     0       2     2
-
- ca -> xCaA
-
- k -> xKA
- -------------------------------------------------
-#
-
- starting guesses
-  ca(pl) = 0.11740
-  k(pl) = 0.21809
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4*ca
-   xSiTB = 3/4 - 1/4*ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)
-  an = 2*xCaA*xAlTB**(1/2)*xSiTB**(1/2)
-  san = 1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935*T - 0.04*P
-  W(ab,san) = 24.1 - 0.00957*T + 0.338*P
-  W(an,san) = 48.5 - 0.13*P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-#
- =================================================================
- Spinel: FMATOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- coded by axe attack on 04 December 2015
-
- E-m  Formula                          Mixing sites
-                T                         M
-                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti
- nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel
- isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
- nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
- ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
- nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
- imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite
- pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite
- usp  Fe2TiO4   0     1     0     0       0     1     0     0     0     1    - ulvospinel
-
- x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
- y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
- c -> xCrM
- t -> 2 xTiM
- Q1 -> -xMgM + xMgT    - order variable
- Q2 -> -xFeM + xFeT    - order variable
- Q3 -> -xFe3M + xFe3T  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(sp) = 0.10000
-  y(sp) = 0.050000
-  c(sp) = 0.050000
-  t(sp) = 0.050000
-  Q1(sp) = 0.20000  order variable
-  Q2(sp) = 0.20000  order variable
-  Q3(sp) = 0.20000  order variable
-
- site fractions
-   xMgT = 1/3 + 1/3*t - 1/3*x + 2/3*Q1 + (-1/3*t)*x
-   xFeT = 1/3*x + 2/3*Q2 + 1/3*t*x
-   xAlT = 2/3 - 1/3*t - 2/3*Q1 - 2/3*Q2 - 2/3*Q3 - 2/3*y + 2/3*c*y + 2/3*t*y
-   xFe3T = 2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   xMgM = 1/3 - 1/3*Q1 + 1/3*t - 1/3*x + (-1/3*t)*x
-   xFeM = -1/3*Q2 + 1/3*x + 1/3*t*x
-   xAlM = 2/3 + 1/3*Q1 + 1/3*Q2 + 1/3*Q3 - c - 2/3*y - 5/6*t + 2/3*c*y + 2/3*t*y
-   xFe3M = -1/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   xCrM = c
-   xTiM = 1/2*t
-
- proportions
-   nsp = 1/3 + 1/3*t - 1/3*x - c + 2/3*Q1 + (-1/3*t)*x
-   isp = 2/3 - 2/3*Q1 + 2/3*t - 2/3*x + (-2/3*t)*x
-   nhc = 1/3*x - 1/3*y - t + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y
-   ihc = -t - 2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y
-   nmt = 1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y
-   imt = 2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   pcr = c
-   usp = t
-
- ideal mixing activities
-  nsp = xMgT*xAlM
-  isp = 2*xAlT*xMgM**(1/2)*xAlM**(1/2)
-  nhc = xFeT*xAlM
-  ihc = 2*xAlT*xFeM**(1/2)*xAlM**(1/2)
-  nmt = xFeT*xFe3M
-  imt = 2*xFe3T*xFeM**(1/2)*xFe3M**(1/2)
-  pcr = xMgT*xCrM
-  usp = 2*xFeT*xFeM**(1/2)*xTiM**(1/2)
-
- non-ideality by van laar
-  W(nsp,isp) = -6.7
-  W(nsp,nhc) = 3.6
-  W(nsp,ihc) = -9.8
-  W(nsp,nmt) = 43.2
-  W(nsp,imt) = 49.5
-  W(nsp,pcr) = -38.4 - 0.08*P
-  W(nsp,usp) = 40
-  W(isp,nhc) = 2.7
-  W(isp,ihc) = -3.5
-  W(isp,nmt) = 36.8
-  W(isp,imt) = 20.7
-  W(isp,pcr) = -21.6 - 0.08*P
-  W(isp,usp) = 38.2
-  W(nhc,ihc) = -6
-  W(nhc,nmt) = 17.5
-  W(nhc,imt) = 51.6
-  W(nhc,pcr) = -53.8
-  W(nhc,usp) = 25.7
-  W(ihc,nmt) = -4.1
-  W(ihc,imt) = 10
-  W(ihc,pcr) = -38.8
-  W(ihc,usp) = 21
-  W(nmt,imt) = 18.1
-  W(nmt,pcr) = 12.1
-  W(nmt,usp) = 5.2
-  W(imt,pcr) = -8.7
-  W(imt,usp) = 21.5
-  W(pcr,usp) = 15
-
-  v(nsp) = 1
-  v(isp) = 1
-  v(nhc) = 1
-  v(ihc) = 1
-  v(nmt) = 1
-  v(imt) = 1
-  v(pcr) = 1
-  v(usp) = 0.9
-
- "make" end-members
-  nsp = o-sp
-  isp = o-sp + 23.5 - 0.005763*T  (od)
-  nhc = o-herc
-  ihc = o-herc + 23.6 - 0.005763*T  (od)
-  nmt = e-mt + 0 + 0.005763*T  (od)
-  imt = e-mt + 0.3  (od)
-  pcr = picr
-
-#
- =================================================================
- garnet: CFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- modified TJBH 2019 for knor
-
- E-m    Formula                     Mixing sites
-                            M1            M2
-                            Mg  Fe  Ca    Al  Cr  Fe3 Mg  Ti
- py    Mg3Al2Si3O12         3   0   0     2   0   0   0   0
- alm   Fe3Al2Si3O12         0   3   0     2   0   0   0   0
- gr    Ca3Al2Si3O12         0   0   3     2   0   0   0   0
- kho   Mg3Fe2Si3O12         3   0   0     0   0   2   0   0
- knr   Mg3Cr2Si3O12         3   0   0     0   2   0   0   0
- tig   Mg3.5AlTi0.5Si3O12   3   0   0     1   0   0   1/2 1/2
-
- x -> xFeM1/(xFeM1 + xMgM1)
- c -> xCaM1
- f -> xFe3M2
- cr -> xCrM2
- t -> xTiM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(g) = 0.30000
-  c(g) = 0.20000
-  f(g) = 0.010000
-  cr(g) = 0.010000
-  t(g) = 0.0010000
-
- site fractions
-   xMgM1 = 1 - c - x + c*x
-   xFeM1 = x + (-c)*x
-   xCaM1 = c
-   xAlM2 = 1 - cr - f - 2t
-   xCrM2 = cr
-   xFe3M2 = f
-   xMgM2 = t
-   xTiM2 = t
-
- proportions
-   py = 1 - c - cr - f - x - 4t + c*x
-   alm = x + (-c)*x
-   gr = c
-   kho = f
-   knr = cr
-   tig = 4t
-
- ideal mixing activities
-  py = xMgM1**3*xAlM2**2
-  alm = xFeM1**3*xAlM2**2
-  gr = xCaM1**3*xAlM2**2
-  kho = xMgM1**3*xFe3M2**2
-  knr = xMgM1**3*xCrM2**2
-  tig = 8*xMgM1**3*xAlM2*xMgM2**(1/2)*xTiM2**(1/2)
-
- non-ideality by van laar
-  W(py,alm) = 4 + 0.1*P
-  W(py,gr) = 45.9 - 0.01*T + 0.04*P
-  W(py,kho) = 5
-  W(py,knr) = 2
-  W(py,tig) = 0
-  W(alm,gr) = 17 - 0.01*T + 0.1*P
-  W(alm,kho) = -10.7 + 0.031*P
-  W(alm,knr) = 8.4 + 0.01*P
-  W(alm,tig) = 0
-  W(gr,kho) = -96.5 - 0.01*T + 0.23*P
-  W(gr,knr) = 4.1 - 0.01*T + 0.18*P
-  W(gr,tig) = 0
-  W(kho,knr) = 1.8 - 0.006*P
-  W(kho,tig) = 0
-  W(knr,tig) = 0
-
-  v(py) = 1
-  v(alm) = 1
-  v(gr) = 2.5
-  v(kho) = 1
-  v(knr) = 1
-  v(tig) = 1
-
- "make" end-members
-  kho = andr - gr + py + 79.2 - 0.111*P  (make)
-  knr = knor
-  tig = py + 1/2 per + 1/2 ru - 1/2 cor + 52.2 - 0.0173*T  (make)
-
-#
- =================================================================
- olivine: CFMS
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
-  E-m    Formula	   Mixing sites
-                     M1            M2
-                     Mg    Fe      Mg    Fe    Ca
- mont    CaMgSiO4    1     0       0     0     1
- fa      Fe2SiO4     0     1       0     1     0
- fo      Mg2SiO4     1     0       1     0     0
- cfm     MgFeSiO4    1     0       0     1     0   - ordered intermediate
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- c -> xCaM2
- Q -> x - xFeM1/(xFeM1 + xMgM1)   - order variable
-
- --------------------------------------------------
-#
-
- starting guesses
-  x(ol) = 0.10000
-  c(ol) = 0.0020000
-  Q(ol) = 0.010000  order variable
-
- site fractions
-   xMgM1 = 1 + Q - x
-   xFeM1 = -Q + x
-   xMgM2 = 1 - c - Q - x + c*x
-   xFeM2 = Q + x + (-c)*x
-   xCaM2 = c
-
- proportions
-   mnt = c
-   fa = -Q + x
-   fo = 1 - c - Q - x + c*x
-   cfm = 2Q + (-c)*x
-
- ideal mixing activities
-  mnt = xMgM1*xCaM2
-  fa = xFeM1*xFeM2
-  fo = xMgM1*xMgM2
-  cfm = xMgM1*xFeM2
-
- non-ideality by symmetric formalism
-  W(mnt,fa) = 24
-  W(mnt,fo) = 38
-  W(mnt,cfm) = 24
-  W(fa,fo) = 9
-  W(fa,cfm) = 4.5
-  W(fo,cfm) = 4.5
-
- "make" end-members
-  mnt = mont
-  cfm = 1/2 fa + 1/2 fo
-
-#
- =================================================================
- Orthopyroxene: NCFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- *modified 2019 TJBH
-
- E-m   Formula                         Mixing sites
-                        M1                        M2                T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na    Si  Al
- en    Mg2Si2O6         1   0   0   0   0   0     1   0   0   0     2   0
- fs    Fe2Si2O6         0   1   0   0   0   0     0   1   0   0     2   0
- fm    MgFeSi2O6        1   0   0   0   0   0     0   1   0   0     2   0   - ordered intermediate
- odi   CaMgSi2O6        1   0   0   0   0   0     0   0   1   0     2   0
- mgts  MgAl2SiO6        0   0   1   0   0   0     1   0   0   0     1   1
- cren  MgCrAlSiO6       0   0   0   0   1   0     1   0   0   0     1   1
- obuf  Mg1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   1   0   0   0     1   1
- mess  MgFeAlSiO6       0   0   0   1   0   0     1   0   0   0     1   1
- ojd   NaAlSi2O6        0   0   1   0   0   0     0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- c -> xCaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)  - order variable
- f -> xFe3M1
- t -> xTiM1
- cr -> xCrM1
- j -> xNaM2
- --------------------------------------------------
-#
-
- xyz variables set to zero: cr(opx)  
-
- starting guesses
-  x(opx) = 0.33696
-  y(opx) = 0.13618
-  c(opx) = 0.060793
-  Q(opx) = -0.14371  range -1 <> 1  order variable
-  f(opx) = 0.11784
-  t(opx) = 0.00059854
-  j(opx) = 0.024476
-
- site fractions
-   xMgM1 = 1 - j - Q + t - x - y + j*Q + (-Q)*t + j*x + (-t)*x + Q*y + x*y
-   xFeM1 = Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y
-   xAlM1 = -f + j + y - 2t
-   xFe3M1 = f
-   xTiM1 = t
-   xMgM2 = 1 - c - j + Q - x + (-j)*Q + Q*t + c*x + j*x + (-Q)*y
-   xFeM2 = -Q + x + j*Q + (-Q)*t + (-c)*x + (-j)*x + Q*y
-   xCaM2 = c
-   xNaM2 = j
-   xSiT = 1 - 1/2*y
-   xAlT = 1/2*y
-
- proportions
-   en = 1 - c - j + Q - x - y + (-j)*Q + Q*t + c*x + j*x + (-Q)*y
-   fs = Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y
-   fm = -2Q + 2j*Q + (-2Q)*t + (-c)*x + (-t)*x + 2Q*y + x*y
-   odi = c
-   mgts = -f + y - 2t
-   obuf = 2t
-   mess = f
-   ojd = j
-
- ideal mixing activities
-  en = xMgM1*xMgM2*xSiT**(1/2)
-  fs = xFeM1*xFeM2*xSiT**(1/2)
-  fm = xMgM1*xFeM2*xSiT**(1/2)
-  odi = xMgM1*xCaM2*xSiT**(1/2)
-  mgts = 1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  obuf = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  mess = 1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  ojd = xAlM1*xNaM2*xSiT**(1/2)
-
- non-ideality by van laar
-  W(en,fs) = 5.2
-  W(en,fm) = 1.7
-  W(en,odi) = 29 + 0.15*P
-  W(en,mgts) = 12.5 - 0.04*P
-  W(en,obuf) = 6
-  W(en,mess) = 8
-  W(en,ojd) = 35
-  W(fs,fm) = 5
-  W(fs,odi) = 25 + 0.08*P
-  W(fs,mgts) = 11 - 0.15*P
-  W(fs,obuf) = 6.5
-  W(fs,mess) = 10
-  W(fs,ojd) = 35
-  W(fm,odi) = 21 + 0.08*P
-  W(fm,mgts) = 15 - 0.15*P
-  W(fm,obuf) = 7.5
-  W(fm,mess) = 12
-  W(fm,ojd) = 35
-  W(odi,mgts) = 75.5 - 0.84*P
-  W(odi,obuf) = 37
-  W(odi,mess) = 20
-  W(odi,ojd) = 35
-  W(mgts,obuf) = 10.5
-  W(mgts,mess) = 2
-  W(mgts,ojd) = 7
-  W(obuf,mess) = 6
-  W(obuf,ojd) = 20
-  W(mess,ojd) = -11
-
-  v(en) = 1
-  v(fs) = 1
-  v(fm) = 1
-  v(odi) = 1.2
-  v(mgts) = 1
-  v(obuf) = 1
-  v(mess) = 1
-  v(ojd) = 1.2
-
- "make" end-members
-  fm = 1/2 en + 1/2 fs - 6.6  (od)
-  odi = di + 2.6 + 0.005*P  (tran)
-  obuf = mgts + 1/2 per + 1/2 ru - 1/2 cor - 3.82 - 0.0051*T + 0.37*P
-  mess = mgts + acm - jd + 0.12 - 0.089*P
-  ojd = jd + 19.05
-
-#
- =================================================================
- Clinopyroxene: KNCFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- *modified 2019 TJBH
-
- E-m   Formula                             Mixing sites
-                        M1                        M2                    T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na  K     Si  Al
- di    CaMgSi2O6        1   0   0   0   0   0     0   0   1   0   0     2   0
- cfs   Fe2Si2O6         0   1   0   0   0   0     0   1   0   0   0     2   0
- cats  CaAl2SiO6        0   0   1   0   0   0     0   0   1   0   0     1   1
- crdi  CaCrAlSiO6       0   0   0   0   1   0     0   0   1   0   0     1   1
- cess  CaFeAlSiO6       0   0   0   1   0   0     0   0   1   0   0     1   1
- cbuf  Ca1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   0   0   1   0   0     1   1
- jd    NaAlSi2O6        0   0   1   0   0   0     0   0   0   1   0     2   0
- cen   Mg2Si2O6         1   0   0   0   0   0     1   0   0   0   0     2   0
- cfm   MgFeSi2O6        1   0   0   0   0   0     0   1   0   0   0     2   0     - ordered intermediate
- kjd   KAlSi2O6         0   0   1   0   0   0     0   0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- o -> xFeM2 + xMgM2
- n -> xNaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)         - order variable
- f -> xFe3M1
- c -> xCrM1
- t -> xTiM1
- k -> xKM2
- --------------------------------------------------
-#
-
- xyz variables set to zero: cr(cpx)  
-
- starting guesses
-  x(cpx) = 0.45411
-  y(cpx) = 0.0019597
-  o(cpx) = 0.22141
-  n(cpx) = 0.13482
-  Q(cpx) = -0.068314  range -1 <> 1  order variable
-  f(cpx) = 0.083370
-  t(cpx) = 0.031424
-  k(cpx) = 0.036345
-
- site fractions
-   xMgM1 = 1 - k - n - Q + t - x - y + k*Q + n*Q + (-Q)*t + k*x + n*x + (-t)*x + Q*y + x*y
-   xFeM1 = Q + x + (-k)*Q + (-n)*Q + Q*t + (-k)*x + (-n)*x + t*x + (-Q)*y + (-x)*y
-   xAlM1 = -f + k + n + y - 2t
-   xFe3M1 = f
-   xTiM1 = t
-   xMgM2 = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x + (-Q)*y
-   xFeM2 = -Q + k*Q + n*Q + (-Q)*t + o*x + Q*y
-   xCaM2 = 1 - k - n - o
-   xNaM2 = n
-   xKM2 = k
-   xSiT = 1 - 1/2*y
-   xAlT = 1/2*y
-
- proportions
-   di = 1 - k - n - o - y
-   cfs = Q + x + (-k)*Q + (-n)*Q + Q*t + (-k)*x + (-n)*x + t*x + (-Q)*y + (-x)*y
-   cats = -f + y - 2t
-   cess = f
-   cbuf = 2t
-   jd = n
-   cen = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x + (-Q)*y
-   cfm = -x - 2Q + 2k*Q + 2n*Q + (-2Q)*t + k*x + n*x + o*x + (-t)*x + 2Q*y + x*y
-   kjd = k
-
- ideal mixing activities
-  di = xMgM1*xCaM2*xSiT**(1/2)
-  cfs = xFeM1*xFeM2*xSiT**(1/2)
-  cats = 1.4142*xAlM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  cess = 1.4142*xFe3M1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  cbuf = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  jd = xAlM1*xNaM2*xSiT**(1/2)
-  cen = xMgM1*xMgM2*xSiT**(1/2)
-  cfm = xMgM1*xFeM2*xSiT**(1/2)
-  kjd = xAlM1*xKM2*xSiT**(1/2)
-
- non-ideality by van laar
-  W(di,cfs) = 25.8 - 0.03*P
-  W(di,cats) = 13 - 0.06*P
-  W(di,cess) = 8
-  W(di,cbuf) = 8
-  W(di,jd) = 26
-  W(di,cen) = 29.8 - 0.03*P
-  W(di,cfm) = 20.6 - 0.03*P
-  W(di,kjd) = 26
-  W(cfs,cats) = 25 - 0.1*P
-  W(cfs,cess) = 43.3
-  W(cfs,cbuf) = 20.5
-  W(cfs,jd) = 24
-  W(cfs,cen) = 2.3
-  W(cfs,cfm) = 3.5
-  W(cfs,kjd) = 24
-  W(cats,cess) = 2
-  W(cats,cbuf) = 6.5
-  W(cats,jd) = 6
-  W(cats,cen) = 45.2 - 0.35*P
-  W(cats,cfm) = 27 - 0.1*P
-  W(cats,kjd) = 6
-  W(cess,cbuf) = 7
-  W(cess,jd) = 3
-  W(cess,cen) = 57.3
-  W(cess,cfm) = 45.3
-  W(cess,kjd) = 3
-  W(cbuf,jd) = 17
-  W(cbuf,cen) = 20
-  W(cbuf,cfm) = 22
-  W(cbuf,kjd) = 16
-  W(jd,cen) = 40
-  W(jd,cfm) = 26
-  W(jd,kjd) = 30
-  W(cen,cfm) = 4
-  W(cen,kjd) = 40
-  W(cfm,kjd) = 40
-
-  v(di) = 1.2
-  v(cfs) = 1
-  v(cats) = 1.9
-  v(cess) = 1.9
-  v(cbuf) = 1.9
-  v(jd) = 1.2
-  v(cen) = 1
-  v(cfm) = 1
-  v(kjd) = 1.2
-
- "make" end-members
-  cfs = fs + 2.1 - 0.002*T + 0.045*P  (tran)
-  cess = e-cats + acm - jd - 2.99
-  cbuf = e-cats + 1/2 per + 1/2 ru - 1/2 cor - 21.58 - 0.0012*T + 0.249*P
-  cen = en + 3.5 - 0.002*T + 0.048*P  (tran)
-  cfm = 1/2 en + 1/2 fs - 1.6 - 0.002*T + 0.0465*P  (od)
-  kjd = jd - abh + e-san + 9.78 + 0.6*P  (make)
-
-#
- -------------------------------------------------
- ilmenite
- Full disorder new model TJBH 2019
-
-         A                         B
-         Fe    Ti    Fe3   Mg      Fe    Ti    Fe3   Mg
- oilm    1     0     0     0       0     1     0     0
- dilm    1/2   1/2   0     0       1/2   1/2   0     0
- hem     0     0     1     0       0     0     1     0
- ogk     0     0     0     1       0     1     0     0
- dgk     0     1/2   0     1/2     0     1/2   0     1/2
-
- i -> 1 - xFe3A
-
-             xMgA + xMgB
- m -> -------------------------
-      xFeA + xFeB + xMgA + xMgB
-
- Q -> xFeA - xFeB
-
- Qt -> -xTiA + xTiB
- -------------------------------------------------
-#
-
- starting guesses
-  i(ilm) = 0.94030
-  m(ilm) = 0.066500
-  Q(ilm) = 0.69165  order variable
-  Qt(ilm) = 0.75165  order variable
-
- site fractions
-   xFeA = 1/2*i + 1/2*Q + (-1/2*i)*m
-   xTiA = 1/2*i - 1/2*Qt
-   xFe3A = 1 - i
-   xMgA = -1/2*Q + 1/2*Qt + 1/2*i*m
-   xFeB = 1/2*i - 1/2*Q + (-1/2*i)*m
-   xTiB = 1/2*i + 1/2*Qt
-   xFe3B = 1 - i
-   xMgB = 1/2*Q - 1/2*Qt + 1/2*i*m
-
- proportions
-   oilm = Q
-   dilm = i - Q + (-i)*m
-   hm = 1 - i
-   ogk = -Q + Qt
-   dgk = Q - Qt + i*m
-
- ideal mixing activities
-  oilm = xFeA**(1/2)*xTiB**(1/2)
-  dilm = 2*xFeA**(1/4)*xTiA**(1/4)*xFeB**(1/4)*xTiB**(1/4)
-  hm = xFe3A**(1/2)*xFe3B**(1/2)
-  ogk = xMgA**(1/2)*xTiB**(1/2)
-  dgk = 2*xTiA**(1/4)*xMgA**(1/4)*xTiB**(1/4)*xMgB**(1/4)
-
- non-ideality by symmetric formalism
-  W(oilm,dilm) = 7.05
-  W(oilm,hm) = 14.3
-  W(oilm,ogk) = -7.6
-  W(oilm,dgk) = 0.6
-  W(dilm,hm) = 7.25
-  W(dilm,ogk) = -5.5
-  W(dilm,dgk) = -2.2
-  W(hm,ogk) = 12.5
-  W(hm,dgk) = 2.7
-  W(ogk,dgk) = 8.3
-
- "make" end-members
-  oilm = o-ilm
-  dilm = d-ilm
-  hm = e-hem
-  ogk = o-geik
-  dgk = d-geik
-
-#
- -------------------------------------------------
- ternary OD ne
-
-         A1                  A2                  T2
-         Na    K     Ca      Na    K     v       Al    Si    Fe3
- neN     3     0     0       1     0     0       4     0     0
- neS     3     0     0       0     0     1       3     1     0
- neK     0     3     0       0     1     0       4     0     0
- neO     3     0     0       0     1     0       4     0     0
- neC     2     0     1       0     0     1       4     0     0
- neF     3     0     0       1     0     0       0     0     4
-
- s -> xvA2
-
-               3 xKA1 + xKA2
- k -> -------------------------------
-      3 xKA1 + xKA2 + 3 xNaA1 + xNaA2
-
- Q -> -xKA1 + xKA2
-
- f -> xFe3T2
-
- c -> xCaA1
- -------------------------------------------------
-#
-
- starting guesses
-  s(ness) = 0.10000
-  k(ness) = 0.30000
-  Q(ness) = 0.20000  order variable
-  f(ness) = 0.010000
-  c(ness) = 0.050000
-
- site fractions
-   xNaA1 = 1 + 1/4*Q - c - k + 3/4*c*k + 1/4*k*s
-   xKA1 = -1/4*Q + k + (-3/4*c)*k + (-1/4*k)*s
-   xCaA1 = c
-   xNaA2 = 1 - k - s - 3/4*Q + 3/4*c*k + 1/4*k*s
-   xKA2 = k + 3/4*Q + (-3/4*c)*k + (-1/4*k)*s
-   xvA2 = s
-   xAlT2 = 1 - 1/4*s - f + 3/4*c
-   xSiT2 = 1/4*s - 3/4*c
-   xFe3T2 = f
-
- proportions
-   neN = 1 - f - k - s - 3/4*Q + 3/4*c*k + 1/4*k*s
-   neS = s - 3c
-   neK = -1/4*Q + k + (-3/4*c)*k + (-1/4*k)*s
-   neO = Q
-   neC = 3c
-   neF = f
-
- ideal mixing activities
-  neN = xNaA1**3*xNaA2*xAlT2**2
-  neS = 3.0792*xNaA1**3*xvA2*xAlT2**(3/2)*xSiT2**(1/2)
-  neK = xKA1**3*xKA2*xAlT2**2
-  neO = xNaA1**3*xKA2*xAlT2**2
-  neC = 6.7500*xNaA1**2*xCaA1*xvA2*xAlT2**2
-  neF = xNaA1**3*xNaA2*xFe3T2**2
-
- non-ideality by van laar
-  W(neN,neS) = 21.9 - 0.92*P
-  W(neN,neK) = 112.8 - 0.03*P
-  W(neN,neO) = 11.4 - 0.03*P
-  W(neN,neC) = 22
-  W(neN,neF) = 0
-  W(neS,neK) = 79.7
-  W(neS,neO) = 25.2
-  W(neS,neC) = 5
-  W(neS,neF) = 23
-  W(neK,neO) = 59.4 + 0.17*P
-  W(neK,neC) = 100
-  W(neK,neF) = 80
-  W(neO,neC) = 50
-  W(neO,neF) = 13
-  W(neC,neF) = 27
-
-  v(neN) = 1.187
-  v(neS) = 1
-  v(neK) = 1
-  v(neO) = 0.995
-  v(neC) = 1
-  v(neF) = 1
-
- "make" end-members
-  neN = 4 e-ne + 0.45 + 0.004*T  (make)
-  neS = 3 e-ne + 2 trd - 20.6 + 0.002*T - 0.145*P  (make)
-  neK = 4 kls + 1.2 - 0.0005*T + 0.008*P  (make)
-  neO = 3 e-ne + kls - 1.1 - 0.07*P  (make)
-  neC = 2 e-ne + e-an
-  neF = 4 e-ne + 4 acm - 4 jd + 167  (make)
-
-#
- ==================  leucite ========================
- leucite
-#
-
- starting guesses
-  n(lc) = 0.010000
-
- site fractions
-   xNaA = n
-   xKA = 1 - n
-
- proportions
-   nlc = n
-   klc = 1 - n
-
- ideal mixing activities
-  nlc = xNaA
-  klc = xKA
-
- non-ideality by van laar
-  W(nlc,klc) = 14.5
-
-  v(nlc) = 0.95
-  v(klc) = 1
-
- "make" end-members
-  nlc = e-lc + e-ab - e-san + 16.6
-  klc = e-lc
-
-#
- ==================  kalsilite ========================
- kalsilite
-#
-
- starting guesses
-  k(kls) = 0.99000
-
- site fractions
-   xKA = k
-   xNaA = 1 - k
-
- proportions
-   nks = 1 - k
-   kls = k
-
- ideal mixing activities
-  nks = xNaA
-  kls = xKA
-
- non-ideality by van laar
-  W(nks,kls) = 14.4 - 0.06*P
-
-  v(nks) = 1.235
-  v(kls) = 1
-
- "make" end-members
-  nks = e-ne + 3.17 + 0.0025*T - 0.115*P
-
-#
- -------------------------------------------------
- melilite
-
-         M1            T1                  T2
-         Na    Ca      Mg    Fe    Al      Al    Si
- geh     0     2       0     0     1       1     1
- ak      0     2       1     0     0       0     2
- fak     0     2       0     1     0       0     2
- nml     1     1       0     0     1       0     2
-
-          xFeT1
- x -> -------------
-      xFeT1 + xMgT1
-
- n -> xNaM1
-
- y -> xAlT1
- -------------------------------------------------
-#
-
- starting guesses
-  x(mel) = 0.10000
-  n(mel) = 0.10000
-  y(mel) = 0.50000
-
- site fractions
-   xNaM1 = n
-   xCaM1 = 1 - n
-   xMgT1 = 1 - x - y + x*y
-   xFeT1 = x + (-x)*y
-   xAlT1 = y
-   xAlT2 = 1/2*y - n
-   xSiT2 = 1 - 1/2*y + n
-
- proportions
-   geh = y - 2n
-   ak = 1 - x - y + x*y
-   fak = x + (-x)*y
-   nml = 2n
-
- ideal mixing activities
-  geh = 2*xCaM1**2*xAlT1*xAlT2**(1/2)*xSiT2**(1/2)
-  ak = xCaM1**2*xMgT1*xSiT2
-  fak = xCaM1**2*xFeT1*xSiT2
-  nml = 4*xNaM1*xCaM1*xAlT1*xSiT2
-
- non-ideality by symmetric formalism
-  W(geh,ak) = 10
-  W(geh,fak) = 7
-  W(geh,nml) = 10
-  W(ak,fak) = 4
-  W(ak,nml) = 15
-  W(fak,nml) = 10
-
- "make" end-members
-  fak = ak + 1/2 fa - 1/2 fo + 15  (make)
-  nml = e-geh + e-ab - e-an - 15  (make)
-
diff --git a/python/Perple_X/hp02ver.dat b/ref_database/Perple_X/hp02ver.dat
similarity index 100%
rename from python/Perple_X/hp02ver.dat
rename to ref_database/Perple_X/hp02ver.dat
diff --git a/python/Perple_X/hp02ver_raw.dat b/ref_database/Perple_X/hp02ver_raw.dat
similarity index 100%
rename from python/Perple_X/hp02ver_raw.dat
rename to ref_database/Perple_X/hp02ver_raw.dat
diff --git a/ref_database/TC_634/metapelites/metapelite_set_full_descriptions.txt b/ref_database/TC_634/metapelites/metapelite_set_full_descriptions.txt
deleted file mode 100644
index 5cf8cbfe..00000000
--- a/ref_database/TC_634/metapelites/metapelite_set_full_descriptions.txt
+++ /dev/null
@@ -1,644 +0,0 @@
-#
-=================================================================
-The 'metapelite set' of x-eos in MnNCKFMASHTO
-
-checked and uploaded 23-01-2022 by ecrg
-
-Use with:
-- tc-ds62.txt
-- tc350 and above
-
-File history:
-- First provided as tc-6axmn (Mainz website download, 2014).
-- delG(tran) for mat end-member in muscovite was routinely
-changed to 5.0 kJ from 6.5 kJ from around 2015; this change
-is formalised here.
-- Re-formatted for tc350 by ecrg 10-12-19:
-- renamed ilm (FMMnTO) as ilmm for consistency
-with metabasite models
-- added ilm (FTO)
-- hem and mt are now made by samecoding
-- Cbar1 plag now called plc for consistency; rename via
-samecoding for convenience
- - 01-22: - added new feldspar x-eos pl4tr, or k4tr with 
-            alternative compositional variables, from HGP 2021 
-
-
-Please read the README file in this distribution before using
-these a-x relations.
-
-
-Solution phases: g liq plc pl4tr k4tr ksp ep ma mu bi opx sa cd st
-chl ctd sp ilmm ilm mt1
- =================================================================
-#
-#
- ====================================================================
- Granitic 'metapelite' melt: NCKFMASH
-
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286.
-
-  E-m    Formula                     Mixing sites
-	               M*         V         molecular mixing
-	               Mg4 Fe4    v2 H2   Si4O8 NaAlSi3O8 KAlSi3O8 CaAl2Si2O8 8/5*(Al2SiO5) Si2O8
-  q4L	  Si4O8	                  1   0       1       0       0        0          0          0
-  abL    NaAlSi3O8               1   0       0       1       0        0          0          0
-  kspL   KAlSi3O8                1   0       0       0       1        0          0          0
-  anL    CaAl2Si2O8              1   0       0       0       0        1          0          0
-  slL    8/5*(Al2SiO5)           1   0       0       0       0        0          1          0
-  fo2L   Mg4Si2O8      1   0     1   0       0       0       0        0          0          1
-  fa2L   Fe4Si2O8      0   1     1   0       0       0       0        0          0          1
-  h2oL   H2O                     0   1
-              *use 5-fold entropy of mixing from M site
-
-  q -> Si4O8 / denom
-  fsp -> (NaAlSi3O8 + KAlSi3O8) / denom
-  na -> NaAlSi3O8 / (NaAlSi3O8 + KAlSi3O8)
-  an -> CaSiO3 / denom
-  ol -> Si2O8 / denom
-  x -> Fe/(Fe + Mg)
-  h2o -> H2O / denom
-
-  where denom = Si4O8 + NaAlSi3O8 + KAlSi3O8 + CaAl2Si2O8 + 8/5*(Al2SiO5) + Si2O8 + H2O
-
- ====================================================================
-#
-
- starting guesses
-  q(L) = 0.18140
-  fsp(L) = 0.34900
-  na(L) = 0.20000
-  an(L) = 0.010000
-  ol(L) = 0.013730
-  x(L) = 0.73330
-  h2o(L) = 0.42760
-
- site fractions
-   fac = 1 - h2o
-   pq = q
-   xab = fsp na
-   xksp = fsp (1 - na)
-   pan = an
-   psil = 1 - q - fsp - an - ol - h2o
-   pol = ol
-   xFe = x
-   xMg = 1 - x
-   ph2o = h2o
-
- proportions
-   q4L = q
-   abL = fsp na
-   kspL = fsp (1 - na)
-   anL = an
-   slL = 1 - q - fsp - an - ol - h2o
-   fo2L = ol (1 - x)
-   fa2L = ol x
-   h2oL = h2o
-
- ideal mixing activities
-  q4L = fac pq
-  abL = fac xab
-  kspL = fac xksp
-  anL = fac pan
-  slL = fac psil
-  fo2L = fac pol xMg^5
-  fa2L = fac pol xFe^5
-  h2oL = ph2o^2
-
- non-ideality by symmetric formalism
-  W(q4L,abL) = 12 - 0.4 P
-  W(q4L,kspL) = -2 - 0.5 P
-  W(q4L,anL) = 5
-  W(q4L,slL) = 12
-  W(q4L,fo2L) = 12 - 0.4 P
-  W(q4L,fa2L) = 14
-  W(q4L,h2oL) = 17 - 0.5 P
-  W(abL,kspL) = -6 + 3 P
-  W(abL,anL) = 0
-  W(abL,slL) = 12
-  W(abL,fo2L) = 10
-  W(abL,fa2L) = 2
-  W(abL,h2oL) = -1.5 - 0.3 P
-  W(kspL,anL) = 0 - 1 P
-  W(kspL,slL) = 12
-  W(kspL,fo2L) = 12
-  W(kspL,fa2L) = 12
-  W(kspL,h2oL) = 9.5 - 0.3 P
-  W(anL,slL) = 0
-  W(anL,fo2L) = 0
-  W(anL,fa2L) = 0
-  W(anL,h2oL) = 7.5 - 0.5 P
-  W(slL,fo2L) = 12
-  W(slL,fa2L) = 12
-  W(slL,h2oL) = 11
-  W(fo2L,fa2L) = 18
-  W(fo2L,h2oL) = 11 - 0.5 P
-  W(fa2L,h2oL) = 12
-
- "make" end-members
-  q4L = 4 qL
-  slL = 8/5 silL - 23  (mod)
-  fo2L = 2 foL - 10  (mod)
-  fa2L = 2 faL - 9 - 1.3 P  (mod)
-
-#
- =================================================================
- ternary feldspar, “4TR” model, with plagioclase-friendly
-         parameterisation.
-
- Holland, TJB, Green, ECR & Powell, R (2021). A thermodynamic model
- for feldspars in KAlSi3O8-NaAlSi3O8-CaAl2Si2O8 for mineral
- equilibrium calculations. Journal of Metamorphic Geology, 1-14.
- Published online as DOI 10.1111/jmg.12639
-
- E-m   Formula        Mixing sites
-                      A                   TB*
-                      Na    Ca    K       Al    Si
- ab    NaAlSi3O8      1     0     0       1     3
- san   KAlSi3O8       0     0     1       1     3
- an    CaAl2Si2O8     0     1     0       2     2
- *use 1/4 entropy of mixing from TB-sites
-
- ca -> xCaA
- k -> xKA
- -------------------------------------------------
-#
-
- starting guesses
-  ca(pl4tr) = 0.30000
-  k(pl4tr) = 0.020000
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4 ca
-   xSiTB = 3/4 - 1/4 ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548 xNaA xAlTB^(1/4) xSiTB^(3/4)
-  an = 2xCaA xAlTB^(1/2) xSiTB^(1/2)
-  san = 1.7548 xKA xAlTB^(1/4) xSiTB^(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935 T - 0.04 P
-  W(ab,san) = 24.1 - 0.00957 T + 0.338 P
-  W(an,san) = 48.5 - 0.13 P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-#
- =================================================================
- ternary feldspar, “4TR” model, with K-feldspar-friendly
-         parameterisation.
-
- Holland, TJB, Green, ECR & Powell, R (2021). A thermodynamic model
- for feldspars in KAlSi3O8-NaAlSi3O8-CaAl2Si2O8 for mineral
- equilibrium calculations. Journal of Metamorphic Geology, 1-14.
- Published online as DOI 10.1111/jmg.12639
-
- E-m   Formula        Mixing sites
-                      A                   TB*
-                      Na    Ca    K       Al    Si
- ab    NaAlSi3O8      1     0     0       1     3
- san   KAlSi3O8       0     0     1       1     3
- an    CaAl2Si2O8     0     1     0       2     2
- *use 1/4 entropy of mixing from TB-sites
-
- na -> xNaA
- ca -> xCaA
- -------------------------------------------------
-#
-
- starting guesses
-  na(k4tr) = 0.40000
-  ca(k4tr) = 0.0010000
-
- site fractions
-   xNaA = na
-   xCaA = ca
-   xKA = 1 - na - ca
-   xAlTB = 1/4 + 1/4 ca
-   xSiTB = 3/4 - 1/4 ca
-
- proportions
-   ab = na
-   an = ca
-   san = 1 - na - ca
-
- ideal mixing activities
-  ab = 1.7548 xNaA xAlTB^(1/4) xSiTB^(3/4)
-  an = 2xCaA xAlTB^(1/2) xSiTB^(1/2)
-  san = 1.7548 xKA xAlTB^(1/4) xSiTB^(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935 T - 0.04 P
-  W(ab,san) = 24.1 - 0.00957 T + 0.338 P
-  W(an,san) = 48.5 - 0.13 P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-
-
-#
- =================================================================
- ternary plagioclase (Cbar1 ASF): NCKAS
-
- REPLACED BY PL4TR
-
- Holland, TJB & Powell, R (2003) Activity-composition relations for phases in
- petrological calculations: an asymmetric multicomponent formulation. Contributions
- to Mineralogy and Petrology, 145, 492-501.
-
-  E-m    Formula        Mixing site
-                       K     Na    Ca
-  san    KAlSi3O8      1     0     0
-  abh    NaAlSi3O8     0     1     0
-  anC    CaAl2Si2O8    0     0     1
-
- ca -> xCa
- k -> xK
- --------------------------------------------------
-#
-
- starting guesses
-  ca(plc) = 0.21972
-  k(plc) = 0.026767
-
- site fractions
-   x(K) = k
-   x(Na) = 1 - k - ca
-   x(Ca) = ca
-
- proportions
-   abh = 1 - k - ca
-   anC = ca
-   san = k
-
- ideal mixing activities
-  abh = x(Na)
-  anC = x(Ca)
-  san = x(K)
-
- non-ideality by van laar
-  W(abh,anC) = 3.1
-  W(abh,san) = 25.1 - 0.0108 T + 0.338 P
-  W(anC,san) = 40
-
-  v(abh) = 0.643
-  v(anC) = 1
-  v(san) = 1
-
- "make" end-members
-  anC = e-an + 7.03 - 0.00466 T  (tran)
-
-#
- =================================================================
- ternary ksp (Cbar1 ASF): NCKAS
-
- REPLACED BY K4TR
-
- Holland, TJB & Powell, R (2003) Activity-composition relations for phases in
- petrological calculations: an asymmetric multicomponent formulation. Contributions
- to Mineralogy and Petrology, 145, 492-501.
-
- coded by axe attack on 14 August 2013
-
-  E-m    Formula        Mixing site
-                       K     Na    Ca
-  san    KAlSi3O8      1     0     0
-  abh    NaAlSi3O8     0     1     0
-  anC    CaAl2Si2O8    0     0     1
-
- na -> xNa
- ca -> xCa
- --------------------------------------------------
-#
-
- starting guesses
-  na(ksp) = 0.20000
-  ca(ksp) = 0.010000
-
- site fractions
-   xK = 1 - ca - na
-   xNa = na
-   xCa = ca
-
- proportions
-   san = 1 - ca - na
-   abh = na
-   anC = ca
-
- ideal mixing activities
-  san = xK
-  abh = xNa
-  anC = xCa
-
- non-ideality by van laar
-  W(san,abh) = 25.1 - 0.0108 T + 0.338 P
-  W(san,anC) = 40
-  W(abh,anC) = 3.1
-
-  v(san) = 1
-  v(abh) = 0.643
-  v(anC) = 1
-
- "make" end-members
-  anC = e-an + 7.03 - 0.00466 T  (tran)
-
-#
- ====================================================================
- biotite: KFMMnASHTO
-
- Mn-free core model:
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286.
-
- Addition of Mn:
- White, RW, Powell, R & Johnson, TE (2014). The effect of Mn
- on mineral stability in metapelites revisited: new a-x
- relations for manganese-bearing minerals.
- Journal of Metamorphic Geology, 32, 809-828.
-
- coded by axe attack on 05 March 2011
-
- E-m    Formula                             Mixing sites
-                            M3                        M12           T         V
-                            Mg  Mn  Fe  Fe3 Ti  Al    Mg  Mn  Fe    Si  Al    OH  O
- phl   KMg3AlSi3O10(OH)2    1   0   0   0   0   0     2   0   0     1   1     2   0
- annm  KFe3AlSi3O10(OH)2    0   0   1   0   0   0     0   0   2     1   1     2   0
- obi   KMg2Fe1AlSi3O10(OH)2 0   0   1   0   0   0     2   0   0     1   1     2   0  - ordered intermediate
- east  KMg2Al3Si2O10(OH)2   0   0   0   0   0   1     2   0   0     0   2     2   0
- tbi   KMg2AlSi3TiO12       0   0   0   0   1   0     2   0   0     1   1     0   2
- fbi   KMg2Al2FeSi2O10(OH)2 0   0   0   1   0   0     2   0   0     0   2     2   0
- mmbi  KMn3AlSi3O10(OH)2    0   1   0   0   0   0     0   2   0     1   1     2   0
-
- x -> (2 xFeM12 + xFeM3)/(2 xFeM12 + xFeM3 + 2 xMgM12 + xMgM3)
- m -> xMnM3 = xMnM12 (equidistribution)
- y -> xAlM3
- f -> xFe3M3
- t -> xTiM3
- Q -> 3 (x - xFeM12)  - order variable
- -------------------------------------------------
-#
-
- starting guesses
-  x(bi) = 0.78741
-  m(bi) = 0.0010000
-  y(bi) = 0.23447
-  f(bi) = 0.010000
-  t(bi) = 0.010000
-  Q(bi) = 0.054865  order variable
-
- site fractions
-   xMgM3 = 1 - f - m - t - x - y - 2/3 Q + f x + 3m x + t x + x y
-   xMnM3 = m
-   xFeM3 = x + 2/3 Q + (-f) x + (-3m) x + (-t) x + (-x) y
-   xFe3M3 = f
-   xTiM3 = t
-   xAlM3 = y
-   xMgM12 = 1 + 1/3 Q - m - x
-   xMnM12 = m
-   xFeM12 = -1/3 Q + x
-   xSiT = 1/2 - 1/2 f - 1/2 y
-   xAlT = 1/2 + 1/2 f + 1/2 y
-   xOHV = 1 - t
-   xOV = t
-
- proportions
-   phl = 1 - f - m - t - x - y - 2/3 Q + f x + 3m x + t x + x y
-   annm = -1/3 Q + x
-   obi = Q + (-f) x + (-3m) x + (-t) x + (-x) y
-   east = y
-   tbi = t
-   fbi = f
-   mmbi = m
-
- ideal mixing activities
-  phl = 4xMgM3 xMgM12^2 xSiT xAlT xOHV^2
-  annm = 4xFeM3 xFeM12^2 xSiT xAlT xOHV^2
-  obi = 4xFeM3 xMgM12^2 xSiT xAlT xOHV^2
-  east = xAlM3 xMgM12^2 xAlT^2 xOHV^2
-  tbi = 4xTiM3 xMgM12^2 xSiT xAlT xOV^2
-  fbi = xFe3M3 xMgM12^2 xAlT^2 xOHV^2
-  mmbi = 4xMnM3 xMnM12^2 xSiT xAlT xOHV^2
-
- non-ideality by symmetric formalism
-  W(phl,annm) = 12
-  W(phl,obi) = 4
-  W(phl,east) = 10
-  W(phl,tbi) = 30
-  W(phl,fbi) = 8
-  W(phl,mmbi) = 9
-  W(annm,obi) = 8
-  W(annm,east) = 15
-  W(annm,tbi) = 32
-  W(annm,fbi) = 13.6
-  W(annm,mmbi) = 6.3
-  W(obi,east) = 7
-  W(obi,tbi) = 24
-  W(obi,fbi) = 5.6
-  W(obi,mmbi) = 8.1
-  W(east,tbi) = 40
-  W(east,fbi) = 1
-  W(east,mmbi) = 13
-  W(tbi,fbi) = 40
-  W(tbi,mmbi) = 30
-  W(fbi,mmbi) = 11.6
-
- "make" end-members
-  annm = ann - 3  (mod)
-  obi = 1/3 ann + 2/3 phl - 3  (od)
-  tbi = phl - br + ru + 55  (make)
-  fbi = east - 1/2 gr + 1/2 andr - 3  (make)
-  mmbi = mnbi - 7.89  (rcal)
-
-#
- =================================================================
- Cordierite: MnFMASH
-
- Mn-free core model:
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286.
-
- Addition of Mn:
- White, RW, Powell, R & Johnson, TE (2014). The effect of Mn
- on mineral stability in metapelites revisited: new a-x
- relations for manganese-bearing minerals.
- Journal of Metamorphic Geology, 32, 809-828.
-
- coded by axe attack on 11 October 2011
-
- E-m   Formula                      Mixing sites
-                              X                   H
-                              Fe    Mg    Mn      H2O   v
- crd   Mg2Al4Si5O18           0     2     0       0     1
- fcrd  Fe2Al4Si5O18           2     0     0       0     1
- hcrd  Mg2Al4Si5O17(OH)2      0     2     0       1     0
- mncd Mg2Al4Si5O18            0     0     2       0     1
-
- x -> xFeX/(xFeX + xMgX)
- m -> xMnX
- h -> xH2OH
- -------------------------------------------------
-#
-
- starting guesses
-  x(cd) = 0.64584
-  m(cd) = 0.0010000
-  h(cd) = 0.41634
-
- site fractions
-   xFeX = x + (-m) x
-   xMgX = 1 - m - x + m x
-   xMnX = m
-   xH2OH = h
-   xvH = 1 - h
-
- proportions
-   crd = 1 - h - m - x + m x
-   fcrd = x + (-m) x
-   hcrd = h
-   mncd = m
-
- ideal mixing activities
-  crd = xMgX^2 xvH
-  fcrd = xFeX^2 xvH
-  hcrd = xMgX^2 xH2OH
-  mncd = xMnX^2 xvH
-
- non-ideality by symmetric formalism
-  W(crd,fcrd) = 8
-  W(crd,hcrd) = 0
-  W(crd,mncd) = 6
-  W(fcrd,hcrd) = 9
-  W(fcrd,mncd) = 4
-  W(hcrd,mncd) = 6
-
- "make" end-members
-  mncd = e-mncrd - 4.21  (rcal)
-
-#
- =================================================================
- Ilmenite: FTO
-
- White, RW, Powell, R, Holland, TJB & Worley, BA (2000) The effect of TiO2 and
- Fe2O3 on metapelitic assemblages at greenschist and amphibolite facies conditions:
- mineral equilibria calculations in the system K2O-FeO-MgO-Al2O3-SiO2-H2O-TiO2-Fe2O3.
- Journal of Metamorphic Geology, 18, 497-511.
-
- E-m   Formula    Mixing sites
- 		   A            B
-Fe2 Ti Fe3   Fe2 Ti Fe3
- oilm  FeTiO3      1   0   0    0   1   0     - ordered ilm
- dilm  FeTiO3     1/2 1/2  0   1/2 1/2  0     - disordered ilm
- dhem  Fe2O3       0   0   1    0   0   1     - disordered hem
-
- x(ilm) = 1 - xFe3A
- Q(ilm) = x(Fe2,A) - x(Fe2,B)    - order variable
- NOTE: Q(ilm) must have a range of -x to +x
- --------------------------------------------------
-#
-
- starting guesses
-  x(ilm) = 0.80000
-  Q(ilm) = 0.55000  range -0.99 <> 0.99  order variable
-
- site fractions
-   xFe2A = 1/2 x + 1/2 Q
-   xTiA = 1/2 x - 1/2 Q
-   xFe3A = 1 - x
-   xFe2B = 1/2 x - 1/2 Q
-   xTiB = 1/2 x + 1/2 Q
-   xFe3B = 1 - x
-
- proportions
-   oilm = Q
-   dilm = x - Q
-   dhem = 1 - x
-
- ideal mixing activities
-  oilm = xFe2A xTiB
-  dilm = 4xFe2A^(1/2) xTiA^(1/2) xFe2B^(1/2) xTiB^(1/2)
-  dhem = xFe3A xFe3B
-
- non-ideality by symmetric formalism
-  W(oilm,dilm) = 15.6
-  W(oilm,dhem) = 26.6
-  W(dilm,dhem) = 11
-
- "make" end-members
-  oilm = d-ilm - 13.6075 + 0.009426 T  (od)
-  dilm = d-ilm + 1.9928 - 0.0021 T  (od)
-  dhem = d-hem
-
-#
- =============================================================
- Magnetite: FTO
-
- Alternative magnetite: use for SUBSOLIDUS equilibria only!
- (greenschist->amphibolite grade)
-
- White, RW, Powell, R, Holland, TJB & Worley, BA (2000) The effect of TiO2 and
- Fe2O3 on metapelitic assemblages at greenschist and amphibolite facies conditions:
- mineral equilibria calculations in the system K2O-FeO-MgO-Al2O3-SiO2-H2O-TiO2-Fe2O3.
- Journal of Metamorphic Geology, 18, 497-511.
-
- E-m  Formula   "Mixing sites" (not true sites)
-                T              M
-                Fe    Fe3      Fe    Fe3   Ti
- imt  Fe3O4     0     1        1     1     0
- dmt  Fe3O4     1/3   2/3      2/3   4/3   0
- usp  Fe2TiO4   1     0        1     0     1
-
- x -> 1/2 (1 - xTiM)
- Q -> 1 - xFeT
- =============================================================
-#
-
- starting guesses
-  x(mt) = 0.75304
-  Q(mt) = 0.86141  order variable
-
- site fractions
-   xTiM = 1/2 - 1/2 x
-   xFe3M = x - 1/2 Q
-   xFeM = 1/2 - 1/2 x + 1/2 Q
-   xFe3T = Q
-   xFeT = 1 - Q
-
- proportions
-   imt = -2x + 3Q
-   dmt = 3x - 3Q
-   usp = 1 - x
-
- ideal mixing activities
-  imt = 4xFe3M xFeM xFe3T
-  dmt = 27/4 xFe3M^(4/3) xFeM^(2/3) xFe3T^(2/3) xFeT^(1/3)
-  usp = 4xTiM xFeM xFeT
-
- non-ideality by symmetric formalism
-  W(imt,dmt) = 2.4
-  W(imt,usp) = 1
-  W(dmt,usp) = -5
-
- "make" end-members
-  imt = d-mt - 1.8595 + 0.003166 T  (od)
-  dmt = d-mt + 1.3305 - 0.001184 T  (od)
-
diff --git a/ref_database/TC_634/metapelites/tc-ds62.txt b/ref_database/TC_634/metapelites/tc-ds62.txt
deleted file mode 100644
index 46263a67..00000000
--- a/ref_database/TC_634/metapelites/tc-ds62.txt
+++ /dev/null
@@ -1,2494 +0,0 @@
- 256    don't fiddle with the numbers: you'll BREAK the dataset...
-  
-5
-      fo   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2172.59   0.09510   4.3660
-         0.2333    0.000001494    -603.8   -1.8697
-         0.0000285  1285.00     3.84   -0.00300    0
-      fa   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1477.72   0.15100   4.6310
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000282  1256.00     4.68   -0.00370    0
-    teph   2  6   2.0000  1   1.0000 10   4.0000  0
-         -1733.97   0.15590   4.8990
-         0.2196    0.000000000   -1292.7   -1.3083
-         0.0000286  1256.00     4.68   -0.00370    0
-     lrn   2  7   2.0000  1   1.0000 10   4.0000  0
-         -2306.92   0.12760   5.1600
-         0.2475   -0.000003206       0.0   -2.0519
-         0.0000290   985.00     4.07   -0.00410    1   1710   0.01003    0.0500
-    mont   1  7   1.0000  5   1.0000  1   1.0000 10   4.0000  0
-         -2251.26   0.10950   5.1480
-         0.2507   -0.000010433    -797.2   -1.9961
-         0.0000287  1134.00     3.87   -0.00340    0
-    chum   8  5   9.0000  1   4.0000 10  18.0000 11   2.0000  0
-         -9613.54   0.44050  19.8010
-         1.0710   -0.000016533   -7899.6   -7.3739
-         0.0000320  1199.00     4.58   -0.00380    0
-    chdr   5  5   5.0000  1   2.0000 10  10.0000 11   2.0000  0
-         -5254.89   0.26000  11.0840
-         0.6250   -0.000001088   -2259.9   -4.9107
-         0.0000182  1161.00     4.80   -0.00410    0
-     mwd   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2138.52   0.09390   4.0510
-         0.2087    0.000003942   -1709.5   -1.3028
-         0.0000237  1726.00     3.84   -0.00220    0
-     fwd   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1467.90   0.14600   4.3210
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000273  1690.00     4.35   -0.00260    0
-     mrw   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2127.68   0.09000   3.9490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1781.00     4.35   -0.00240    0
-     frw   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1471.76   0.14000   4.2030
-         0.1668    0.000042610   -1705.4   -0.5414
-         0.0000222  1977.00     4.92   -0.00250    0
-     mpv   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1443.03   0.06260   2.4450
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2510.00     4.14   -0.00160    0
-     fpv   1  4   1.0000  1   1.0000 10   3.0000  0
-         -1084.64   0.09100   2.5480
-         0.1332    0.000010830   -3661.4   -0.3147
-         0.0000187  2810.00     4.14   -0.00160    0
-     apv   2  3   2.0000 10   3.0000  0
-         -1646.63   0.05180   2.5400
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2030.00     4.00   -0.00200    0
-     cpv   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1541.73   0.07350   2.7450
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000187  2360.00     3.90   -0.00160    0
-     mak   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1490.87   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00220    0
-     fak   1  4   1.0000  1   1.0000 10   3.0000  0
-         -1142.14   0.09150   2.7600
-         0.1003    0.000013328   -4364.9    0.4198
-         0.0000212  2180.00     4.55   -0.00220    0
-     maj   3  5   4.0000  1   4.0000 10  12.0000  0
-         -6050.40   0.25520  11.4570
-         0.7136   -0.000000997   -1158.2   -6.6223
-         0.0000183  1600.00     4.56   -0.00280    0
-      py   3  5   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -6281.96   0.26950  11.3130
-         0.6335    0.000000000   -5196.1   -4.3152
-         0.0000237  1743.00     4.05   -0.00230    0
-     alm   3  4   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -5260.70   0.34200  11.5250
-         0.6773    0.000000000   -3772.7   -5.0440
-         0.0000212  1900.00     2.98   -0.00160    0
-    spss   3  6   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -5693.49   0.33530  11.7920
-         0.6469    0.000000000   -4525.8   -4.4528
-         0.0000227  1740.00     6.68   -0.00380    0
-      gr   3  7   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -6643.01   0.25500  12.5350
-         0.6260    0.000000000   -5779.2   -4.0029
-         0.0000220  1720.00     5.53   -0.00320    0
-    andr   3  7   3.0000  4   2.0000  1   3.0000 10  12.0000  0
-         -5769.10   0.31640  13.2040
-         0.6386    0.000000000   -4955.1   -3.9892
-         0.0000286  1588.00     5.68   -0.00360    0
-    knor   3  5   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-         -5687.71   0.31700  11.7380
-         0.6130    0.000003606   -4178.0   -3.7294
-         0.0000237  1743.00     4.05   -0.00230    0
-    osma   2  9   1.0000  5   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-        -14896.31   0.75500  37.8930
-         1.5407   -0.000011359  -10339.0  -11.6990
-         0.0000047  1290.00     4.10   -0.00310    0
-    osmm   3  9   1.0000  5   3.0000  3   3.0000  1  11.0000 10  30.0000  0
-        -14786.74   0.74000  38.4400
-         1.5255   -0.000010267  -10538.0  -11.3370
-         0.0000047  1290.00     4.10   -0.00310    0
-    osfa   1  9   1.0000  4   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-        -14215.49   0.78000  38.4500
-         1.5586   -0.000011359   -9476.5  -11.8450
-         0.0000049  1290.00     4.10   -0.00310    0
-     vsv   1  7  19.0000  5   2.0000  3  11.0000  1  18.0000 10  78.0000 11   9.0000  0
-        -42345.82   1.89000  85.2000
-         4.4880   -0.000057952  -22269.3  -33.4780
-         0.0000275  1255.00     4.80   -0.00380    0
-     and   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2588.67   0.09270   5.1530
-         0.2773   -0.000006588   -1914.1   -2.2656
-         0.0000181  1442.00     6.89   -0.00480    0
-      ky   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2592.97   0.08350   4.4140
-         0.2794   -0.000007124   -2055.6   -2.2894
-         0.0000192  1601.00     4.05   -0.00250    0
-    sill   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2585.79   0.09540   4.9860
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000112  1640.00     5.06   -0.00310    2   4.75 0.0100   4.75 0.0100     1   0.25
-    smul   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2569.21   0.10150   4.9870
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000136  1740.00     4.00   -0.00230    0
-    amul   2  3   2.5000  1   0.5000 10   4.7500  0
-         -2485.53   0.11300   5.0830
-         0.2448    0.000000968   -2533.3   -1.6416
-         0.0000136  1740.00     4.00   -0.00230    0
-     tpz   1  3   2.0000  1   1.0000 10   6.0000 11   2.0000  0
-         -2900.71   0.10050   5.3390
-         0.3877   -0.000007120    -857.2   -3.7442
-         0.0000157  1315.00     4.06   -0.00310    0
-     mst   4  5   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -25123.74   0.91000  44.2600
-         2.8205   -0.000059366  -13774.0  -24.1260
-         0.0000181  1684.00     4.05   -0.00240    0
-     fst   4  4   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -23754.63   1.01000  44.8800
-         2.8800   -0.000056595  -10642.0  -25.3730
-         0.0000183  1800.00     4.76   -0.00260    0
-    mnst   4  6   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -24245.85   1.03400  45.4600
-         2.8733   -0.000089064  -12688.0  -24.7490
-         0.0000209  1800.00     4.76   -0.00260    0
-    mctd   1  5   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3549.25   0.14600   6.8750
-         0.4174   -0.000003771   -2920.6   -3.4178
-         0.0000263  1456.00     4.06   -0.00280    0
-    fctd   1  4   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3208.29   0.16700   6.9800
-         0.4161   -0.000003477   -2835.9   -3.3603
-         0.0000280  1456.00     4.06   -0.00280    0
-   mnctd   1  6   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3336.15   0.16600   7.1750
-         0.4644   -0.000012654   -1147.2   -4.3410
-         0.0000260  1456.00     4.06   -0.00280    0
-    merw   1  7   3.0000  5   1.0000  1   2.0000 10   8.0000  0
-         -4545.70   0.25310   9.8470
-         0.4175    0.000008117   -2923.0   -2.3203
-         0.0000319  1200.00     4.07   -0.00340    0
-     spu   5  7   5.0000  1   2.0000 12   1.0000 10  11.0000  0
-         -5846.72   0.33200  14.6970
-         0.6141   -0.000003508   -2493.1   -4.1680
-         0.0000340   950.00     4.09   -0.00430    0
-      zo   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6896.29   0.29800  13.5750
-         0.6620    0.000010416   -6006.4   -4.2607
-         0.0000312  1044.00     4.00   -0.00380    0
-      cz   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6895.54   0.30100  13.6300
-         0.6309    0.000013693   -6645.8   -3.7311
-         0.0000233  1197.00     4.07   -0.00340    0
-      ep   2  7   2.0000  3   2.0000  4   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6473.83   0.31500  13.9200
-         0.6133    0.000022070   -7160.0   -2.9877
-         0.0000234  1340.00     4.00   -0.00300    0
-     fep   2  7   2.0000  3   1.0000  4   2.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6028.59   0.32900  14.2100
-         0.5847    0.000030447   -7674.2   -2.2443
-         0.0000231  1513.00     4.00   -0.00260    0
-     pmt   2  7   2.0000  3   2.0000  6   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6543.03   0.34000  13.8200
-         0.5698    0.000027790   -5442.9   -2.8126
-         0.0000238  1197.00     4.07   -0.00340    0
-     law   1  7   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4868.63   0.22900  10.1320
-         0.6878    0.000001566     375.9   -7.1792
-         0.0000265  1229.00     5.45   -0.00440    0
-     mpm   4  7   4.0000  3   5.0000  5   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -14386.91   0.62900  29.5500
-         1.7208   -0.000024928   -5998.7  -14.6203
-         0.0000248  1615.00     4.05   -0.00250    0
-     fpm   4  7   4.0000  3   5.0000  4   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -14034.04   0.65700  29.6800
-         1.7372   -0.000024582   -5161.1  -14.9630
-         0.0000249  1615.00     4.05   -0.00250    0
-     jgd   4  7   4.0000  4   6.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -11808.96   0.83000  31.0800
-         1.7954   -0.000037986   -4455.7  -14.8880
-         0.0000249  1615.00     4.05   -0.00250    0
-     geh   1  7   2.0000  3   2.0000  1   1.0000 10   7.0000  0
-         -3992.24   0.19850   9.0240
-         0.4057   -0.000007099   -1188.3   -3.1744
-         0.0000223  1080.00     4.08   -0.00380    2   7.51 0.0900   7.50 0.0900     1   0.80
-      ak   1  7   2.0000  5   1.0000  1   2.0000 10   7.0000  0
-         -3865.62   0.21250   9.2540
-         0.3854    0.000003209    -247.5   -2.8899
-         0.0000257  1420.00     4.06   -0.00290    0
-     rnk   3  7   3.0000  1   2.0000 10   7.0000  0
-         -3943.82   0.21000   9.6510
-         0.3723   -0.000002893   -2462.4   -2.1813
-         0.0000328   950.00     4.09   -0.00430    0
-      ty   5  7   5.0000  1   2.0000 12   2.0000 10  13.0000  0
-         -6368.04   0.39000  17.0390
-         0.7417   -0.000005345   -1434.6   -5.8785
-         0.0000342   950.00     4.09   -0.00430    0
-     crd   1  5   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -9163.43   0.40410  23.3220
-         0.9061    0.000000000   -7902.0   -6.2934
-         0.0000068  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-    hcrd   1  5   2.0000  3   4.0000  1   5.0000 10  19.0000 11   2.0000  0
-         -9448.52   0.48300  23.3220
-         0.9553    0.000000000   -8352.6   -6.3012
-         0.0000067  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-    fcrd   2  4   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -8444.07   0.46100  23.7100
-         0.9240    0.000000000   -7039.4   -6.4396
-         0.0000067  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-   mncrd   1  6   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -8693.59   0.47300  24.0270
-         0.8865    0.000000000   -8840.0   -5.5904
-         0.0000069  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-     phA   7  5   7.0000  1   2.0000 10  14.0000 11   6.0000  0
-         -7129.62   0.35050  15.4220
-         0.9620   -0.000011521   -4517.8   -7.7247
-         0.0000355  1450.00     4.06   -0.00280    0
-     sph   1  7   1.0000  2   1.0000  1   1.0000 10   5.0000  0
-         -2601.66   0.12400   5.5650
-         0.2279    0.000002924   -3539.5   -0.8943
-         0.0000158  1017.00     9.85   -0.00970    1    485   0.00040    0.0050
-    cstn   1  7   1.0000  1   2.0000 10   5.0000  0
-         -2496.35   0.09950   4.8180
-         0.2056    0.000006034   -5517.7   -0.3526
-         0.0000158  1782.00     4.00   -0.00220    0
-     zrc   2 16   1.0000  1   1.0000 10   4.0000  0
-         -2035.07   0.08303   3.9260
-         0.2320   -0.000014405       0.0   -2.2382
-         0.0000125  2301.00     4.04   -0.00180    0
-      en   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3090.22   0.13250   6.2620
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000227  1059.00     8.65   -0.00820    0
-    pren   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3084.56   0.13700   6.4760
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000230  1059.00     8.65   -0.00820    0
-     cen   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3091.11   0.13200   6.2640
-         0.3060   -0.000003793   -3041.7   -1.8521
-         0.0000211  1059.00     8.65   -0.00820    0
-     hen   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3082.73   0.13170   6.0990
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000226  1500.00     5.50   -0.00360    0
-      fs   2  4   2.0000  1   2.0000 10   6.0000  0
-         -2388.71   0.18990   6.5920
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000326  1010.00     4.08   -0.00400    0
-    mgts   1  5   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-         -3196.67   0.13100   6.0500
-         0.3714   -0.000004082    -398.4   -3.5471
-         0.0000217  1028.00     8.55   -0.00830    0
-      di   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-         -3201.85   0.14290   6.6190
-         0.3145    0.000000041   -2745.9   -2.0201
-         0.0000273  1192.00     5.19   -0.00440    0
-     hed   2  7   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-         -2842.06   0.17500   6.7950
-         0.3402    0.000000812   -1047.8   -2.6467
-         0.0000238  1192.00     3.97   -0.00330    0
-      jd   1  8   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3025.27   0.13350   6.0400
-         0.3194    0.000003616   -1173.9   -2.4695
-         0.0000210  1281.00     3.81   -0.00300    0
-     acm   1  8   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-         -2583.43   0.17060   6.4590
-         0.3071    0.000016758   -1685.5   -2.1258
-         0.0000211  1060.00     4.08   -0.00380    0
-     kos   1  8   1.0000 19   1.0000  1   2.0000 10   6.0000  0
-         -2746.84   0.14965   6.3090
-         0.3092    0.000005419    -664.6   -2.1766
-         0.0000194  1308.00     3.00   -0.00230    0
-    cats   1  7   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-         -3310.11   0.13500   6.3560
-         0.3476   -0.000006974   -1781.6   -2.7575
-         0.0000208  1192.00     5.19   -0.00440    2   3.80 0.0100   3.80 0.0100     1   0.25
-    caes   1  7   0.5000  3   1.0000  1   2.0000 10   6.0000  0
-         -3002.02   0.12700   6.0500
-         0.3620   -0.000016944    -175.9   -3.5657
-         0.0000231  1192.00     5.19   -0.00440    0
-    rhod   1  6   1.0000  1   1.0000 10   3.0000  0
-         -1322.38   0.10050   3.4940
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000281   840.00     4.00   -0.00480    0
-    pxmn   1  6   1.0000  1   1.0000 10   3.0000  0
-         -1323.16   0.09930   3.4720
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000280   840.00     4.00   -0.00480    0
-      wo   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1633.77   0.08250   3.9930
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000254   795.00     4.10   -0.00520    0
-    pswo   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1627.96   0.08780   4.0080
-         0.1578    0.000000000    -967.3   -1.0754
-         0.0000285  1100.00     4.08   -0.00370    0
-     wal   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1625.90   0.08350   3.7633
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000254   795.00     4.10   -0.00520    0
-      tr   2  7   2.0000  5   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12304.87   0.55300  27.2700
-         1.2602    0.000003830  -11455.0   -8.2376
-         0.0000261   762.00     4.10   -0.00540    0
-    fact   5  7   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10504.12   0.71000  28.4200
-         1.2900    0.000029992   -8447.5   -8.9470
-         0.0000288   760.00     4.10   -0.00540    0
-      ts   2  7   2.0000  5   3.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12555.27   0.53300  26.8000
-         1.2448    0.000024348  -11965.0   -8.1121
-         0.0000266   760.00     4.10   -0.00540    0
-    parg   4  8   1.0000  7   2.0000  5   4.0000  3   3.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12664.73   0.63500  27.1900
-         1.2802    0.000022997  -12359.5   -8.0658
-         0.0000280   912.00     4.09   -0.00450    0
-      gl   2  8   2.0000  5   3.0000  3   2.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -11960.24   0.53000  25.9800
-         1.7175   -0.000121070    7075.0  -19.2720
-         0.0000149   883.00     4.09   -0.00460    0
-     fgl   3  8   2.0000  3   2.0000  4   3.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10880.21   0.62400  26.5900
-         1.7629   -0.000118992    9423.7  -20.2071
-         0.0000183   890.00     4.09   -0.00460    0
-    rieb   2  8   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10024.78   0.69500  27.4900
-         1.7873   -0.000124882    9627.1  -20.2755
-         0.0000181   890.00     4.09   -0.00460    0
-    anth   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12066.84   0.53700  26.5400
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00590    0
-   fanth   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-         -9624.52   0.72500  27.8700
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   700.00     4.11   -0.00590    0
-    cumm   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12064.69   0.53800  26.3300
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00590    0
-    grun   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-         -9607.15   0.73500  27.8400
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   648.00     4.12   -0.00640    0
-     ged   5  5   5.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12329.14   0.51700  25.5480
-         1.3077    0.000023642   -9307.4   -9.7990
-         0.0000241   770.00     4.10   -0.00530    0
-    spr4   4  5   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-        -11022.02   0.42550  19.9000
-         1.1331   -0.000007596   -8816.6   -8.1806
-         0.0000205  2500.00     4.04   -0.00160    0
-    spr5   4  5   3.0000  3  10.0000  1   1.0000 10  20.0000  0
-        -11135.57   0.41950  19.7500
-         1.1034    0.000001015  -10957.0   -7.4092
-         0.0000206  2500.00     4.04   -0.00160    0
-    fspr   4  4   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-         -9659.53   0.48500  19.9230
-         1.1329   -0.000007348  -10420.2   -7.0366
-         0.0000196  2500.00     4.04   -0.00170    0
-    mcar   1  5   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4771.05   0.22150  10.5900
-         0.6830   -0.000014054     291.0   -6.9764
-         0.0000243   525.00     4.14   -0.00790    0
-    fcar   1  4   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4411.44   0.25110  10.6950
-         0.6866   -0.000012415     186.0   -6.8840
-         0.0000221   525.00     4.14   -0.00790    0
-    deer  12  4  18.0000  1  12.0000 10  50.0000 11  10.0000  0
-        -18341.40   1.65000  55.7400
-         3.1644   -0.000027883   -5039.1  -26.7210
-         0.0000275   630.00     4.12   -0.00650    0
-      mu   2  9   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5976.51   0.29200  14.0830
-         0.7564   -0.000019840   -2170.0   -6.9792
-         0.0000307   490.00     4.15   -0.00850    0
-     cel   1  9   1.0000  5   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5834.84   0.29000  13.9570
-         0.7412   -0.000018748   -2368.8   -6.6169
-         0.0000307   700.00     4.11   -0.00590    0
-    fcel   1  9   1.0000  4   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5468.49   0.33000  14.0700
-         0.7563   -0.000019147   -1586.1   -6.9287
-         0.0000318   700.00     4.11   -0.00590    0
-      pa   1  8   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5942.84   0.27700  13.2110
-         0.8030   -0.000031580     217.0   -8.1510
-         0.0000370   515.00     6.51   -0.01260    0
-      ma   1  7   1.0000  3   4.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -6242.07   0.26500  12.9640
-         0.7444   -0.000016800   -2074.4   -6.7832
-         0.0000233  1000.00     4.08   -0.00410    0
-     phl   2  9   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6214.88   0.32600  14.9640
-         0.7703   -0.000036939   -2328.9   -6.5316
-         0.0000380   513.00     7.33   -0.01430    0
-     ann   3  9   1.0000  4   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5143.72   0.42000  15.4320
-         0.8157   -0.000034861      19.8   -7.4667
-         0.0000380   513.00     7.33   -0.01430    0
-    mnbi   2  9   1.0000  6   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5477.52   0.43300  15.2640
-         0.8099   -0.000059213   -1514.4   -6.9987
-         0.0000380   530.00     7.33   -0.01430    0
-    east   2  9   1.0000  5   2.0000  3   3.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -6330.38   0.31800  14.7380
-         0.7855   -0.000038031   -2130.3   -6.8937
-         0.0000380   530.00     7.33   -0.01430    0
-    naph   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6172.01   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01430    0
-    clin   2  5   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -8909.16   0.43700  21.1400
-         1.1708   -0.000001508   -3825.8  -10.3150
-         0.0000204   870.00     4.09   -0.00470    0
-    ames   2  5   4.0000  3   4.0000  1   2.0000 10  18.0000 11   8.0000  0
-         -9040.46   0.41200  20.7100
-         1.1860   -0.000002599   -3627.2  -10.6770
-         0.0000200   870.00     4.09   -0.00470    0
-   afchl   2  5   6.0000  1   4.0000 10  18.0000 11   8.0000  0
-         -8727.86   0.43900  21.5700
-         1.1550   -0.000000417   -4024.4   -9.9529
-         0.0000204   870.00     4.09   -0.00470    0
-    daph   3  4   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7116.91   0.58400  21.6200
-         1.1920   -0.000005940   -4826.4   -9.7683
-         0.0000227   870.00     4.09   -0.00470    0
-   mnchl   2  6   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7702.32   0.59500  22.5900
-         1.1365   -0.000005243   -5548.1   -8.9115
-         0.0000223   870.00     4.09   -0.00470    0
-     sud   2  5   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -8626.54   0.39500  20.3000
-         1.4361   -0.000048749   -2748.5  -13.7640
-         0.0000199   870.00     4.09   -0.00470    0
-    fsud   2  4   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7899.85   0.45600  20.4000
-         1.4663   -0.000047365   -1182.8  -14.3880
-         0.0000208   870.00     4.09   -0.00470    0
-     prl   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5640.61   0.23900  12.8040
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02710    0
-      ta   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5897.17   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-     fta   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -4798.54   0.35200  14.2250
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01440    0
-    tats   2  5   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6001.29   0.25900  13.5100
-         0.5495    0.000036324   -8606.6   -2.5153
-         0.0000180   430.00     6.17   -0.01440    0
-     tap   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5649.78   0.23500  13.4500
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02710    0
-    minn   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -4819.31   0.35500  14.8510
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01440    0
-    minm   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5866.00   0.26390  14.2910
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-     kao   2  3   2.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4122.00   0.20370   9.9340
-         0.4367   -0.000034295   -4055.9   -2.6991
-         0.0000251   645.00     4.12   -0.00640    0
-     pre   1  7   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6202.17   0.29280  14.0260
-         0.7249   -0.000013865   -2059.0   -6.3239
-         0.0000158  1093.00     4.01   -0.00370    0
-    fpre   1  7   2.0000  3   1.0000  4   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5766.64   0.32000  14.8000
-         0.7371   -0.000016810   -1957.3   -6.3581
-         0.0000158  1093.00     4.01   -0.00370    0
-     chr   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4361.00   0.22130  10.7460
-         0.6247   -0.000020770   -1721.8   -5.6194
-         0.0000220   628.00     4.00   -0.00640    0
-     liz   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4369.19   0.21200  10.6450
-         0.6147   -0.000020770   -1721.8   -5.6194
-         0.0000220   710.00     3.20   -0.00450    0
-     glt   3  4   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -3297.62   0.31000  11.9800
-         0.5764    0.000002984   -3757.0   -4.1662
-         0.0000228   630.00     4.00   -0.00630    0
-    fstp   5  9   0.5000  4   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-        -12551.07   0.93020  37.2390
-         1.9443   -0.000012289   -4840.2  -16.6350
-         0.0000368   513.00     7.33   -0.01430    0
-    mstp   5  9   0.5000  5   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-        -14288.38   0.84740  36.5770
-         1.8622   -0.000014018   -8983.1  -14.9230
-         0.0000371   513.00     7.33   -0.01430    0
-     atg  48  5  48.0000  1  34.0000 10 147.0000 11  62.0000  0
-        -71404.69   3.62000 175.4800
-         9.6210   -0.000091183  -35941.6  -83.0342
-         0.0000280   631.00     5.92   -0.00940    0
-      ab   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3935.48   0.20740  10.0670
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000236   541.00     5.91   -0.01090    2  14.00 0.0420  13.00 0.0420     3   0.90
-     abh   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3921.48   0.22430  10.1050
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000241   541.00     5.91   -0.01090    0
-     mic   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3975.35   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    0
-     san   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3966.70   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    2   8.65 0.0240   8.50 0.0240     3   0.80
-      an   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-         -4232.69   0.20050  10.0790
-         0.3705    0.000010010   -4339.1   -1.9606
-         0.0000141   860.00     4.09   -0.00480    2  42.01 0.1000  42.00 0.1000     1   2.00
-     kcm   1  9   1.0000  3   1.0000  1   3.0000 10   9.0000 11   2.0000  0
-         -4232.64   0.28150  11.4380
-         0.5365   -0.000010090    -980.4   -4.7350
-         0.0000321   425.00     2.00   -0.00470    0
-      wa   1  9   2.0000  1   4.0000 10   9.0000  0
-         -4271.89   0.25400  10.8440
-         0.4991    0.000000000       0.0   -4.3501
-         0.0000266   900.00     4.00   -0.00440    0
-     hol   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3791.96   0.16620   7.1280
-         0.4176   -0.000003617   -4748.1   -2.8199
-         0.0000280  1800.00     4.00   -0.00220    0
-       q   1  1   1.0000 10   2.0000  0
-          -910.72   0.04143   2.2690
-         0.0929   -0.000000642    -714.9   -0.7161
-         0.0000000   730.00     6.00   -0.00820    1    847   0.00495    0.1188
-     trd   1  1   1.0000 10   2.0000  0
-          -907.11   0.04410   2.8000
-         0.0749    0.000003100   -1174.0   -0.2367
-         0.0000000   150.00     4.36   -0.02910    0
-    crst   1  1   1.0000 10   2.0000  0
-          -904.27   0.05086   2.7450
-         0.0727    0.000001304   -4129.0    0.0000
-         0.0000000   160.00     4.35   -0.02720    0
-     coe   1  1   1.0000 10   2.0000  0
-          -907.00   0.03960   2.0640
-         0.1078   -0.000003279    -190.3   -1.0416
-         0.0000123   979.00     4.19   -0.00430    0
-     stv   1  1   1.0000 10   2.0000  0
-          -876.39   0.02400   1.4010
-         0.0681    0.000006010   -1978.2   -0.0821
-         0.0000158  3090.00     4.60   -0.00150    0
-      ne   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2094.56   0.12440   5.4190
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000463   465.00     4.16   -0.00890    1    467   0.01000    0.0800
-      cg   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2091.72   0.11870   5.6030
-         0.1161    0.000086021   -1992.7    0.0000
-         0.0000450   465.00     4.16   -0.00890    0
-     cgh   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2078.01   0.13500   5.6700
-         0.2292    0.000011876       0.0   -1.9707
-         0.0000467   465.00     4.16   -0.00890    0
-     sdl   1  8   8.0000  3   6.0000  1   6.0000 13   2.0000 10  24.0000  0
-        -13405.53   0.91000  42.1300
-         1.5327    0.000047747   -2972.8  -12.4270
-         0.0000463   465.00     4.16   -0.00890    0
-     kls   1  9   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2122.96   0.13600   6.0520
-         0.2420   -0.000004482    -895.8   -1.9358
-         0.0000316   514.00     2.00   -0.00390    0
-      lc   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3029.27   0.19850   8.8260
-         0.3698   -0.000016332     684.7   -3.6831
-         0.0000185   450.00     5.70   -0.01270    2  11.61 0.4000  11.60 0.4000     2   0.70
-      me   4  7   4.0000  3   6.0000  1   6.0000 10  27.0000 12   1.0000  0
-        -13841.82   0.75200  33.9850
-         1.3590    0.000036442   -8594.7   -9.5982
-         0.0000181   870.00     4.09   -0.00470    0
-     wrk   1  7   1.0000  3   2.0000  1   4.0000 10  14.0000 11   4.0000  0
-         -6662.45   0.38000  19.0400
-         0.8383   -0.000021460   -2272.0   -7.2923
-         0.0000149   860.00     4.09   -0.00480    0
-     lmt   1  7   1.0000  3   2.0000  1   4.0000 10  16.0000 11   8.0000  0
-         -7262.70   0.46500  20.3700
-         1.0134   -0.000021413   -2235.8   -8.8067
-         0.0000137   860.00     4.09   -0.00480    0
-     heu   1  7   1.0000  3   2.0000  1   7.0000 10  24.0000 11  12.0000  0
-        -10545.22   0.78300  31.7000
-         1.5048   -0.000033224   -2959.3  -13.2972
-         0.0000157   274.00     4.00   -0.01460    0
-    stlb   1  7   1.0000  3   2.0000  1   7.0000 10  25.0000 11  14.0000  0
-        -10896.76   0.71000  32.8700
-         1.5884   -0.000032043   -3071.6  -13.9669
-         0.0000151   860.00     4.09   -0.00480    0
-     anl   1  8   1.0000  3   1.0000  1   2.0000 10   7.0000 11   2.0000  0
-         -3307.22   0.23200   9.7400
-         0.6435   -0.000016067    9302.3   -9.1796
-         0.0000276   400.00     4.18   -0.01040    0
-    lime   1  7   1.0000 10   1.0000  0
-          -634.53   0.03810   1.6760
-         0.0524    0.000003673    -750.7   -0.0510
-         0.0000341  1130.00     3.87   -0.00340    0
-      ru   1  2   1.0000 10   2.0000  0
-          -944.36   0.05050   1.8820
-         0.0904    0.000002900       0.0   -0.6238
-         0.0000224  2220.00     4.24   -0.00190    0
-     per   1  5   1.0000 10   1.0000  0
-          -601.53   0.02650   1.1250
-         0.0605    0.000000362    -535.8   -0.2992
-         0.0000311  1616.00     3.95   -0.00240    0
-    fper   1  4   1.0000 10   1.0000  0
-          -259.87   0.05860   1.2060
-         0.0444    0.000008280   -1214.2    0.1852
-         0.0000322  1520.00     4.90   -0.00320    0
-    mang   1  6   1.0000 10   1.0000  0
-          -385.55   0.05970   1.3220
-         0.0598    0.000003600     -31.4   -0.2826
-         0.0000369  1645.00     4.46   -0.00270    0
-     cor   2  3   2.0000 10   3.0000  0
-         -1675.27   0.05090   2.5580
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2540.00     4.34   -0.00170    0
-    mcor   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1474.44   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00220    0
-     hem   2  4   2.0000 10   3.0000  0
-          -825.61   0.08740   3.0270
-         0.1639    0.000000000   -2257.2   -0.6576
-         0.0000279  2230.00     4.04   -0.00180    1    955   0.01560    0.0000
-     esk   2 19   2.0000 10   3.0000  0
-         -1137.32   0.08300   2.9090
-         0.1190    0.000009496   -1442.0   -0.0034
-         0.0000159  2380.00     4.00   -0.00170    0
-     bix   2  6   2.0000 10   3.0000  0
-          -959.00   0.11370   3.1370
-         0.1451    0.000023534     721.6   -1.0084
-         0.0000291  2230.00     4.04   -0.00180    0
-     NiO   1 15   1.0000 10   1.0000  0
-          -239.47   0.03800   1.0970
-         0.0477    0.000007824    -392.5    0.0000
-         0.0000330  2000.00     3.94   -0.00200    1    520   0.00570    0.0000
-     pnt   1  6   1.0000  2   1.0000 10   3.0000  0
-         -1361.95   0.10550   3.2880
-         0.1435    0.000003373   -1940.7   -0.4076
-         0.0000240  1700.00     8.30   -0.00490    0
-    geik   1  5   1.0000  2   1.0000 10   3.0000  0
-         -1568.96   0.07360   3.0860
-         0.1510    0.000000000   -1890.4   -0.6522
-         0.0000215  1700.00     8.30   -0.00490    0
-     ilm   1  4   1.0000  2   1.0000 10   3.0000  0
-         -1230.45   0.10950   3.1690
-         0.1389    0.000005081   -1288.8   -0.4637
-         0.0000240  1700.00     8.30   -0.00490    1   1900   0.01200    0.0200
-     bdy   1 16   1.0000 10   2.0000  0
-         -1100.34   0.05040   2.1150
-         0.1035   -0.000004547    -416.2   -0.7136
-         0.0000200   953.00     3.88   -0.00410    0
-     ten   1 18   1.0000 10   1.0000  0
-          -156.10   0.04260   1.2220
-         0.0310    0.000013740   -1258.0    0.3693
-         0.0000357  2000.00     3.94   -0.00200    0
-     cup   1 18   2.0000 10   1.0000  0
-          -170.60   0.09240   2.3440
-         0.1103    0.000000000       0.0   -0.6748
-         0.0000333  1310.00     5.70   -0.00430    0
-      sp   1  5   1.0000  3   2.0000 10   4.0000  0
-         -2301.19   0.08200   3.9780
-         0.2229    0.000006127   -1686.0   -1.5510
-         0.0000193  1922.00     4.04   -0.00210    2   8.00 0.0000   1.20 0.0000     2   0.50
-    herc   1  4   1.0000  3   2.0000 10   4.0000  0
-         -1953.03   0.11390   4.0750
-         0.2167    0.000005868   -2430.2   -1.1783
-         0.0000206  1922.00     4.04   -0.00210    2  18.30 0.0000  13.60 0.0000     2   1.00
-      mt   2  4   3.0000 10   4.0000  0
-         -1114.50   0.14690   4.4520
-         0.2625   -0.000007205   -1926.2   -1.6557
-         0.0000371  1857.00     4.05   -0.00220    1    848   0.03500    0.0000
-     mft   2  5   1.0000  4   2.0000 10   4.0000  0
-         -1442.29   0.12100   4.4570
-         0.2705   -0.000007505    -999.2   -2.0224
-         0.0000363  1857.00     4.05   -0.00220    1    665   0.01700    0.0000
-     usp   2  4   2.0000  2   1.0000 10   4.0000  0
-         -1491.12   0.18000   4.6820
-        -0.1026    0.000142520   -9144.5    5.2707
-         0.0000386  1857.00     4.05   -0.00220    0
-    picr   1  5   1.0000 19   2.0000 10   4.0000  0
-         -1762.60   0.11830   4.3560
-         0.1961    0.000005398   -3126.0   -0.6169
-         0.0000180  1922.00     4.04   -0.00210    2   8.00 0.0000   1.20 0.0000     2   0.50
-      br   1  5   1.0000 10   2.0000 11   2.0000  0
-          -925.56   0.06320   2.4630
-         0.1584   -0.000004076   -1052.3   -1.1713
-         0.0000620   415.00     6.45   -0.01550    0
-     dsp   1  3   1.0000 10   2.0000 11   1.0000  0
-          -999.84   0.03450   1.7860
-         0.1451    0.000008709     584.4   -1.7411
-         0.0000357  2280.00     4.04   -0.00180    0
-     gth   1  4   1.0000 10   2.0000 11   1.0000  0
-          -561.77   0.06030   2.0820
-         0.1393    0.000000147    -212.7   -1.0778
-         0.0000435  2500.00     4.03   -0.00160    0
-      cc   1  7   1.0000 12   1.0000 10   3.0000  0
-         -1207.76   0.09250   3.6890
-         0.1409    0.000005029    -950.7   -0.8584
-         0.0000252   733.00     4.06   -0.00550    1   1240   0.01000    0.0400
-    arag   1  7   1.0000 10   3.0000 12   1.0000  0
-         -1207.65   0.08980   3.4150
-         0.1671    0.000010695     162.0   -1.5649
-         0.0000614   614.00     5.87   -0.00960    0
-     mag   1  5   1.0000 10   3.0000 12   1.0000  0
-         -1110.92   0.06550   2.8030
-         0.1864   -0.000003772       0.0   -1.8862
-         0.0000338  1028.00     5.41   -0.00530    0
-     sid   1  4   1.0000 12   1.0000 10   3.0000  0
-          -762.22   0.09330   2.9430
-         0.1684    0.000000000       0.0   -1.4836
-         0.0000439  1200.00     4.07   -0.00340    0
-     rhc   1  6   1.0000 12   1.0000 10   3.0000  0
-          -892.28   0.09800   3.1070
-         0.1695    0.000000000       0.0   -1.5343
-         0.0000244   953.00     3.88   -0.00410    0
-     dol   1  7   1.0000  5   1.0000 10   6.0000 12   2.0000  0
-         -2326.22   0.15610   6.4290
-         0.3589   -0.000004905       0.0   -3.4562
-         0.0000328   943.00     3.74   -0.00400    2  11.91 0.0160  11.90 0.0160     1   1.00
-     ank   1  7   1.0000  4   1.0000 10   6.0000 12   2.0000  0
-         -1971.41   0.18846   6.6060
-         0.3410   -0.000001161       0.0   -3.0548
-         0.0000346   914.00     3.88   -0.00430    2  11.91 0.0160  11.90 0.0160     1   1.00
-     syv   1  9   1.0000 13   1.0000  0
-          -436.50   0.08260   3.7520
-         0.0462    0.000017970       0.0    0.0000
-         0.0001109   170.00     5.00   -0.02940    0
-     hlt   1  8   1.0000 13   1.0000  0
-          -411.30   0.07210   2.7020
-         0.0452    0.000017970       0.0    0.0000
-         0.0001147   238.00     5.00   -0.02100    0
-     pyr   1  4   1.0000 17   2.0000  0
-          -171.64   0.05290   2.3940
-         0.0373    0.000026715   -1817.0    0.6493
-         0.0000310  1395.00     4.09   -0.00290    0
-    trot   1  4   1.0000 17   1.0000  0
-           -99.03   0.06550   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000568   658.00     4.17   -0.00630    1    598   0.01200    0.0410
-     tro   1  4   1.0000 17   1.0000  0
-           -97.76   0.07080   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000573   658.00     4.17   -0.00630    1    598   0.01200    0.0410
-     lot   1  4   1.0000 17   1.0000  0
-          -102.16   0.06000   1.8180
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000493   658.00     4.17   -0.00630    1    420   0.01000    0.0000
-    trov   1  4   0.8750 17   1.0000  0
-           -96.02   0.05750   1.7380
-         0.0511    0.000008307    -669.7    0.0000
-         0.0000594   658.00     4.17   -0.00630    1    595   0.01000    0.0160
-     any   1  7   1.0000 17   1.0000 10   4.0000  0
-         -1434.40   0.10690   4.5940
-         0.1287    0.000048545   -1223.0   -0.5605
-         0.0000418   543.80     4.19   -0.00770    0
-    iron   1  4   1.0000  0
-            -0.00   0.02709   0.7090
-         0.0462    0.000005159     723.1   -0.5562
-         0.0000356  1640.00     5.16   -0.00310    1   1042   0.00830    0.0000
-      Ni   1 15   1.0000  0
-             0.00   0.02987   0.6590
-         0.0498    0.000000000     585.9   -0.5339
-         0.0000428  1905.00     4.25   -0.00220    1    631   0.00300    0.0000
-      Cu   1 18   1.0000  0
-            -0.00   0.03314   0.7110
-         0.0124    0.000009220    -379.9    0.2335
-         0.0000358  1625.00     4.24   -0.00260    0
-     gph   1 12   1.0000  0
-             0.00   0.00576   0.5300
-         0.0343    0.000000000    -240.7   -0.4038
-         0.0000165   312.00     3.90   -0.01250    0
-    diam   1 12   1.0000  0
-             1.89   0.00236   0.3420
-         0.0400    0.000000000     -28.5   -0.5805
-         0.0000040  4465.00     1.61   -0.00036    0
-       S   1 17   1.0000  0
-             0.00   0.03205   1.5510
-         0.0566   -0.000004557     638.0   -0.6818
-         0.0000640   145.00     7.00   -0.04800    0
-     H2O   1 11   2.0000 10   1.0000  0
-          -241.81   0.18880   0.0000
-         0.0401    0.000008656     487.5   -0.2512
-         0.0000000     0.00     0.00    0.00000    0
-     CO2   1 12   1.0000 10   2.0000  0
-          -393.51   0.21370   0.0000
-         0.0878   -0.000002644     706.4   -0.9989
-         0.0000000     0.00     0.00    0.00000    0
-      CO   1 12   1.0000 10   1.0000  0
-          -110.53   0.19767   0.0000
-         0.0457   -0.000000097     662.7   -0.4147
-         0.0000000     0.00     0.00    0.00000    0
-     CH4   1 12   1.0000 11   4.0000  0
-           -74.81   0.18626   0.0000
-         0.1501    0.000002063    3427.7   -2.6504
-         0.0000000     0.00     0.00    0.00000    0
-      O2   1 10   2.0000  0
-            -0.00   0.20520   0.0000
-         0.0483   -0.000000691     499.2   -0.4207
-         0.0000000     0.00     0.00    0.00000    0
-      H2   1 11   2.0000  0
-             0.00   0.13070   0.0000
-         0.0233    0.000004627       0.0    0.0763
-         0.0000000     0.00     0.00    0.00000    0
-      S2   1 17   2.0000  0
-           128.54   0.23100   0.0000
-         0.0371    0.000002398    -161.0   -0.0650
-         0.0000000     0.00     0.00    0.00000    0
-     H2S   1 11   2.0000 17   1.0000  0
-           -20.30   0.20577   0.0000
-         0.0474    0.000010240     615.9   -0.3978
-         0.0000000     0.00     0.00    0.00000    0
-    syvL   1  9   1.0000 13   1.0000  0
-          -417.41   0.09450   3.8220
-         0.0669    0.000000000       0.0    0.0000
-         0.0003010    56.00     4.65   -0.08300   -0.02000    0
-    hltL   1  8   1.0000 13   1.0000  0
-          -392.99   0.08010   2.9380
-         0.0720   -0.000003223       0.0    0.0000
-         0.0002950    64.00     4.61   -0.07200   -0.01500    0
-    perL   1  5   1.0000 10   1.0000  0
-          -654.12  -0.06430   0.8390
-         0.0990    0.000000000       0.0    0.0000
-         0.0002260   362.00    10.06   -0.02780   -0.04100    0
-    limL   1  7   1.0000 10   1.0000  0
-          -692.28  -0.04750   1.3030
-         0.0990    0.000000000       0.0    0.0000
-         0.0001750   362.00    10.06   -0.02780   -0.04100    0
-    corL   1  3   2.0000 10   3.0000  0
-         -1632.16   0.01490   3.3690
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00    0.04000   -0.03500    0
-      qL   1  1   1.0000 10   2.0000  0
-          -921.07   0.01630   2.7300
-         0.0825    0.000000000       0.0    0.0000
-         0.0000000   220.00     9.46   -0.04300   -0.03500    0
-    h2oL   1 11   2.0000 10   1.0000  0
-          -295.01   0.04550   1.3900
-         0.0800    0.000000000       0.0    0.0000
-         0.0005210    50.60     4.00   -0.07900   -0.00370    0
-     foL   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2237.35  -0.06200   4.3120
-         0.2694    0.000000000       0.0    0.0000
-         0.0000920   362.00    10.06   -0.02780   -0.04400    0
-     faL   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1463.02   0.09600   4.6770
-         0.2437    0.000000000       0.0    0.0000
-         0.0001071   290.00    10.42   -0.03590   -0.05500    0
-     woL   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1642.22   0.02250   3.9650
-         0.1674    0.000000000       0.0    0.0000
-         0.0000669   305.00     9.38   -0.03080   -0.02000    0
-     enL   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3096.57  -0.00400   6.9840
-         0.3536    0.000000000       0.0    0.0000
-         0.0000681   218.00     7.20   -0.03300   -0.02400    0
-     diL   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-         -3193.87   0.04210   7.2880
-         0.3340    0.000000000       0.0    0.0000
-         0.0000851   249.00     8.04   -0.03230   -0.03730    0
-    silL   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2593.43   0.01000   6.0510
-         0.2530    0.000000000       0.0    0.0000
-         0.0000408   220.00     6.36   -0.02890   -0.02900    0
-     anL   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-         -4277.97   0.02900  10.0140
-         0.4300    0.000000000       0.0    0.0000
-         0.0000514   210.00     6.38   -0.03040   -0.05500    0
-    kspL   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3985.19   0.12920  11.4310
-         0.3680    0.000000000       0.0    0.0000
-         0.0000493   173.00     6.84   -0.03930   -0.00900    0
-     abL   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3926.52   0.14990  10.8580
-         0.3580    0.000000000       0.0    0.0000
-         0.0000337   176.00    14.35   -0.08150   -0.02600    0
-     neL   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2116.73   0.05290   5.2000
-         0.2165    0.000000000       0.0    0.0000
-         0.0001370   250.00     7.37   -0.02950   -0.00800    0
-     lcL   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3068.41   0.10200   8.5900
-         0.2870    0.000000000       0.0    0.0000
-         0.0000670   175.00     7.00   -0.03940   -0.00000    0
-      H+   1 11   1.0000 14  -1.0000  0
-            -0.00   0.00000   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0000
-     Cl-   1 13   1.0000 14   1.0000  0
-          -167.08   0.05673   1.7790
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1414
-     OH-   1 10   1.0000 11   1.0000 14   1.0000  0
-          -230.02  -0.01071  -0.4180
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1372
-     Na+   1  8   1.0000 14  -1.0000  0
-          -240.30   0.05840  -0.1110
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0306
-      K+   1  9   1.0000 14  -1.0000  0
-          -252.17   0.10104   0.9060
-         0.0000    0.000072700       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0072
-    Ca++   1  7   1.0000 14  -2.0000  0
-          -543.30  -0.05650  -1.8060
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0463
-    Mg++   1  5   1.0000 14  -2.0000  0
-          -465.96  -0.13810  -2.1550
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0265
-    Fe++   1  4   1.0000 14  -2.0000  0
-           -90.42  -0.10711  -2.2200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0339
-   Al+++   1  3   1.0000 14  -3.0000  0
-          -527.23  -0.31630  -4.4400
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1427
-   CO3--   1 12   1.0000 10   3.0000 14   2.0000  0
-          -675.23  -0.05000  -0.5020
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.2908
-   AlOH3   1  3   1.0000 10   3.0000 11   3.0000  0
-         -1251.85   0.05360   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1015
-  AlOH4-   1  3   1.0000 10   4.0000 11   4.0000 14   1.0000  0
-         -1495.78   0.12690   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0965
-     KOH   1  9   1.0000 10   1.0000 11   1.0000  0
-          -473.62   0.10962  -0.8000
-         0.0000    0.000094500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0293
-     HCl   1 11   1.0000 13   1.0000  0
-          -162.13   0.05673   1.7790
-         0.0000    0.000090300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0540
-     KCl   1  9   1.0000 13   1.0000  0
-          -400.03   0.18481   4.4090
-         0.0000    0.000054300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0380
-    NaCl   1  8   1.0000 13   1.0000  0
-          -399.88   0.12609   2.2260
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0020
-   CaCl2   1  7   1.0000 13   2.0000  0
-          -877.06   0.04600   3.2600
-         0.0000    0.000136900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0343
-   CaCl+   1  7   1.0000 13   1.0000 14  -1.0000  0
-          -701.28   0.02736   0.5740
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0400
-   MgCl2   1  5   1.0000 13   2.0000  0
-          -796.08  -0.02243   2.9200
-         0.0000    0.000239900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0186
-   MgCl+   1  5   1.0000 13   1.0000 14  -1.0000  0
-          -632.48  -0.08137   0.1260
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1126
-   FeCl2   1  4   1.0000 13   2.0000  0
-          -375.34   0.10988   2.7000
-         0.0000    0.000450300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0124
-    aqSi   1  1   1.0000 10   2.0000  0
-          -887.83   0.04635   1.8320
-         0.0000    0.000177500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0283
-     HS-   1 11   1.0000 17   1.0000 14   1.0000  0
-           -16.11   0.06820   2.0650
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0920
-   HSO3-   1 11   1.0000 17   1.0000 10   3.0000 14   1.0000  0
-          -626.22   0.13975   3.3300
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0058
-   SO42-   1 17   1.0000 10   4.0000 14   2.0000  0
-          -909.60   0.01883   1.3880
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.2680
-   HSO4-   1 11   1.0000 17   1.0000 10   4.0000 14   1.0000  0
-          -889.10   0.12552   3.5200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0220
-
-  0.4693 0.2862 0.0130 0.0352 -0.0362 0.1244  1.2433 0.6711 0.2796 0.0130 0.2766 0.0130 0.1627 0.0122 -0.0474 -0.0092 0.1564 0.0020
- 0.6507 0.4026 -0.0026 0.0253 -0.0744 -0.0319 0.3162 0.2188 0.4184 -0.0513 -0.1809 -0.0301 -0.0301 -0.0304 -0.0299 -0.0506
- -0.0302 0.2345 -0.3076 -0.2685 0.1033 -0.0326 -0.0225 0.0879 -0.1000 -0.0721 -0.0721 -0.0504 -0.0290 -0.0412 -0.0394 0.0130
- -0.1226 -0.0145 -0.0827 0.1150 -0.0454 -0.1000 0.2554 0.2553 -0.0133 0.0039 0.8704 -0.0085 0.0087 0.0155 0.3012 0.3012 0.3012
- 0.3012 0.0305 0.1011 0.1429 0.0068 -0.0089 0.0123 -0.0511 -0.0564 -0.0024 0.0229 0.0229 -0.0092 -0.0092 -0.0092 0.7539 0.0766
- 0.3532 0.4998 0.4497 0.0442 0.0869  1.0701 0.1227  1.0701 0.1240 0.6678 0.3717 0.1720 -0.1688 0.1198 -0.0157 0.1687 -0.1201
- 0.0776 -0.0575 -0.0395 -0.0868 0.3262 -0.0792 -0.0511 0.1285 0.4147 0.6713 0.4711 0.8715 -0.0063 0.0425 0.2222 -0.0488 0.0220
- 0.4676 0.0600 0.2699 0.0218 0.0631 0.4475 -0.0129 -0.0482 -0.0266 0.4398 0.4397 0.0281 0.0293 0.7069  7.0174 0.0080 0.0080
- -0.0723 -0.0724 -0.0392 -0.0725 -0.1320 -0.0724 0.0174 0.0174 0.0174 0.0174 0.0209 -0.0233 -0.0233 -0.0233 -0.1396 -0.1046
- -0.0885 -0.1449 -0.0045 -0.0047 0.0474 0.0473 -0.0095 -0.0218 0.0006 0.0955 -0.0023 -0.0052 -0.0474 0.1627 -0.0043 -0.1356
- 0 0 0.0062 0.1259 -0.0017 -0.0046 0 0 0.0843 -0.0501 -0.0068 0.0419 -0.0016 0 0.0986 -0.0239 -0.0022 -0.0272 -0.0272 0.1249
- -0.0032 0.0003 0.0967 -0.0306 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 -0.0003 0 0 0 0 0 0 0 0 0.0955 -0.0218 -0.0062 0.0174 -0.0001
- 0.2862 0.0130 -0.0092 0.3012 0.1429 -0.0299 -0.0392 -0.0724 0.0080 -0.0233 -0.0885 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0.0174 0 0 0 0 0.4066 0.0318 -0.0014 0.0059 0.0392 0.0131 0.0139 0.4066 0.0143 0.4063 0.0296 0.0893 -0.0683 0.0232 0.0306
- 0.0207 0.1182 0.0232 0.5350 0.0546 0.0009 0.3689 0.1091 0.1844 0.2835 0.5663 -0.0264 -0.0185 -0.0185 -0.0180 -0.0190 -0.0607
- -0.0186 -0.3185 0.3636 -0.2766 -0.0372 0.1326 -0.0267 0.0045 -0.0271 -0.0064 -0.0065 0.1810 0.3662 0.0188 0.0046 0.0023 0.1725
-  1.1100 -0.0715 0.0290 0.0218 -0.0269 0.0734 0.0734 0.4267 0.0944 -0.0132 0.0028 0.0709 0.0377 0.0611 0.0611 0.0611 0.0611
- 0.4564 -0.0376 0.0535 0.2507 -0.0079 0.1798 0.0351 -0.0452 0.0523 0.0362 0.0362 0.0232 0.0231 0.0232 0.2480  1.2360 0.0503
- -0.0004 0.1249 0.7173  1.0282 0.2631  1.6468 0.2631  1.6474 0.0644 -0.2478 -0.3464 0.5247 0.0118 0.1819  3.6236 -0.0579 0.0410
- 0.2116 -0.0270 -0.0638 -0.0473 0.5343 -0.0159 -0.1462 -0.0113 -0.0127 -0.1116 0.0861 0.8380 0.0396 -0.0264 0.3139 0.1297
- 0.1408 0.6501 0.0420 0.1316 0.7346 0.2204 0.0297 0.0277 0.2152 0.0418 0.0418 0.6347  1.1031 0.2524 0.7947 0.0412 0.0413 0.0105
- 0.0105 0.0047 0.0104 -0.0104 0.0105 0.0499 0.0499 0.0499 0.0499 0.0495 -0.0530 -0.0529 -0.0529 -0.3178 -0.0872 -0.0383 -0.0102
- 0.1044 0.1043 0.2540 0.2539 -0.0087 -0.0238 -0.0210 -0.0126 0.1047 -0.0028 -0.0683 0.0296 0.3090 0.0175 0 -0.0022 -0.0262
- -0.0377 0.1278 -0.0113 0 0 -0.0860 0.0829 0.4653 0.0867 0.1235 0 -0.0130 -0.0348 0.1542 -0.0243 -0.0243 -0.0164 0.1550 -0.0031
- -0.0406 0.1309 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0003 0 0 0 0 0 0 0 0 -0.0126 -0.0238 -0.0090 0.0499 0 0.0130 0.4066 0.0231
- 0.0611 0.0535 -0.0189 0.0047 0.0105 0.0413 -0.0529 -0.0383 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0499 0 0 0 0 0.9841
- 0.0036 0.0192 0.1245 0.0542 0.0327 0.0318 0.0316 0.0318 0.0421 0.0167 -0.0533 0.0219 0.0397 0.0036 0.1684 0.0589 0.0567  1.4368
- 0.0120 0.0575 0.1152 0.1743 0.2657 0.1723 0.0739 -0.0125 -0.0125 -0.0125 -0.0125 -0.0462 -0.0125 -0.1871 -0.1909  1.6500
- -0.0157 -0.0169 0.4436 0.0227 -0.0149 0.0043 0.0043 0.0270 0.0498 0.4869 0.0092 0.0321 0.0311 0.1447 -0.0504 0.0412 0.0255
- -0.0184 0.0903 0.0903 0.0891  1.0089 0.0227 0.0097 0.0621 0.0319 0.0752 0.0752 0.0752 0.0752 0.0727 -0.0163 0.0599 0.0584
- -0.0070 0.0152 0.0214 -0.0315 0.0454 0.4623 0.4623 0.0219 0.0219 0.0219 0.2731 0.2667 0.0898 0.0565 0.1391 0.1349 0.1813
- 0.3036 0.2950 0.3036 0.2954 0.1198 -0.1463 -0.2377 -0.1506 0.0249 0.0238 0.4122 -0.0516 0.0392 0.0385 -0.0199 -0.0442 -0.0082
- -0.0118  1.3696 -0.0991 0.0261 0.0533 -0.0383 0.1448 0.0481  2.3497 0.0089 0.0068 0.1091 0.1531 0.1494 0.0623 0.1102 0.1500
- 0.1458 0.0270 0.0311 0.0538 0.0753 0.0753 0.0681 0.2047 0.2098  1.2440 0.0334 0.0334 0.0018 0.0018 0.0092 0.0018 -0.0248
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- 0.5137 -0.0327 -0.0195 0.0436 0 -0.0001 -0.0160 -0.0618 -0.0279 -0.0030 0 0 0.4743 0.5038 -0.0294 -0.0201 -0.0269 0 -0.0315
- 0.2540 -0.0097 0.2733 0.2733 -0.0462 -0.0121 -0.0022 0.2288 0.2614 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0024 0 0 0 0 0 0
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- 0.5517 0.8761  1.4229  1.0085  1.0086  1.0717  1.0862 -0.2394 0.3292 0.3309 0.0100 -0.0569 -0.0569 -0.0569 -0.0569 0.0063
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- 0.9626 0.6186 0.9485  1.4974 0.6919 0.6920 0.7466  2.5862 -0.1956 0.3106 0.3957 0.0320 0.0065 0.0065 0.0065 0.0065 0.0598
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- 0.3106 0.1713 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0023 0 0 0 0 0 0 0 0 0.0913 0.1913 0.0756 0.0932 0.0001 0.3532 0.0503
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- 0.0671  1.6380 -0.3331 0.2356 0.0675  4.7715 -0.2843 0.3661 -0.1410 -0.0992 -0.2023  5.4159 0.9697 0.4034  1.5359 0.1472
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- 0.2159 0.2139  4.3677  4.3646  4.3652  26.2014 -0.3867 -0.1702 -0.0140 0.4622 0.4631  1.1113  1.1115  4.8922 -0.1005 -0.0326
- -0.0593 0.1476 -0.0122 -0.2847 0.1223 0.4340 0.0865 0 -0.0033 -0.0592 -0.1107 0.1758 -0.0490 0 0 -0.3664 -0.0724 0.6532 0.1023
- 0.1699 0 -0.0611 -0.1450 0.2166 -0.1025 -0.1025 -0.0766 0.2188 -0.0138 -0.1788 0.1165 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0002
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- -0.2064 -0.1735 0.6810 0.2612 0.2613  1.6856  3.2253 0.7465  4.9433  5.1668  5.1544 0.0539 0.0539 -0.3413 0.0541 0.3131 0.0539
- 0.2857 0.2857 0.2857 0.2856 0.2828  4.3081  4.3050  4.3057  25.8441 -0.5172 -0.2317  -1.1320 0.2311 0.2321  1.0897  1.0899
-  4.8614 -0.1066 -0.0598 -0.0677 0.2185 -0.0163 -0.7756 0.1768 0.7682 0.0994 0 0.0026 -0.0922 -0.1494 0.3313 -0.0649 0 0 -0.8678
- -0.3768  1.2128 0.2397 0.3201 0 -0.0699 -0.3893 0.3834 -0.1085 -0.1084 -0.0880 0.4343 -0.0182 -0.1961 0.3256 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0.0002 0.0016 0 0 0 0 0 0 0 0.0002 -0.0677 -0.1066 -0.1018 0.2857 0.0002 0.0869  1.0282 0.1691 0.3725 0.3504
- -0.4909 -0.3413 0.0539  5.1544  4.3058 -0.2317 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.2857 0 0 0 0  5.4236  2.5163  5.4234
-  2.4908  2.8768 0.0293  -1.2247  -1.6254 0.5450 0.1398  3.4462 -0.7280 0.5194 0.1094 -0.2464 -0.5766 0.9084 -0.3286 -0.2402
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- 0.1604 0.0770 0.3008  1.7837  1.7837 0.5687  1.5679  3.5956  29.3665 0.2800 0.2804 -0.2014 -0.2016 -0.0496 -0.2017 -0.5745
- -0.2016 0.3489 0.3489 0.3489 0.3490 0.3590 -0.4192 -0.4189 -0.4190  -2.5148 -0.9262 -0.5641 -0.3702 0.6478 0.6474  1.6937
-  1.6936 -0.0686 -0.1990 -0.0018 0.2568 -0.0281 -0.0350 -0.5265 0.7403 -0.0771 -0.3488 0 0.0003 -0.0101 0.3359 -0.0390 -0.0817
- 0 0 -0.1762 -0.5652 -0.1165 0.0927 -0.0377 0 0.2642 -0.2674 -0.0386 -0.2214 -0.2214 0.3386 -0.0393 -0.0177 0.1111 -0.2617
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0002 0.0010 0 0 0 0 0 0 0 0 0.2568 -0.1990 -0.0691 0.3489 -0.0002  1.0701 0.2631 0.1258  1.4427
- 0.8389 -0.1737 -0.0496 -0.2016 0.2804 -0.4190 -0.5641 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.3489 0 0 0 0  68.4944  2.5162
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- 0.3157 0.3382  1.1468 0.3958 0.3959  2.7070  5.3608  2.0001  7.5418 0.3881 0.3885 0.0970 0.0970 0.1008 0.0971 -0.1371 0.0970
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- 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0031 0 0 0 0 0 0 0 0 -0.1183 -0.2063 -0.0794 0.4684 0 0.1227  1.6468 0.2379 0.5790 0.5239 -0.1401
- 0.1008 0.0970 0.3885 -0.5022 -0.3644 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4684 0 0 0 0  5.4260  2.4908  2.8767 0.0293
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- 0.3490 0.3590 -0.4192 -0.4189 -0.4190  -2.5148 -0.9262 -0.5641 -0.3702 0.6478 0.6474  1.6938  1.6936 -0.0686 -0.1990 -0.0018
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- 0.0927 -0.0377 0 0.2642 -0.2674 -0.0386 -0.2214 -0.2214 0.3386 -0.0393 -0.0177 0.1111 -0.2617 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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- 0.3965  2.7457  5.3860  2.0264  7.5460 0.3879 0.3883 0.0973 0.0974 0.1005 0.0974 -0.1368 0.0974 0.4691 0.4691 0.4691 0.4688
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- 0.3469 -0.0267 -0.6058 0.2793  1.0200 0.1655 0 -0.0077 -0.1396 -0.2321 0.4121 -0.1064 0 0 -0.7706 -0.1085  1.5346 0.2496
- 0.3982 0 -0.1213 -0.3089 0.5090 -0.2099 -0.2099 -0.1524 0.5132 -0.0299 -0.3612 0.3040 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0031
- 0 0 0 0 0 0 0 0 -0.1179 -0.2065 -0.0795 0.4691 0 0.1240  1.6474 0.2380 0.5791 0.5246 -0.1405 0.1005 0.0974 0.3883 -0.5015
- -0.3635 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4691 0 0 0 0  33.1904  3.8090  4.0226  2.4974  1.0907 0.7813 0.9227 0.4372
- 0.2476 -0.0592 0.6645  1.2353 0.7233 -0.2200 -0.1007 0.9138 0.8924  2.3748  2.5665  2.1831 0.8279  1.0014  2.0750  1.4563
-  1.0035  1.2961 0.3667  1.4870  1.0245 0.3626  1.2046 0.7863 0.6005 0.2895  1.0620  1.0620 0.1497 0.9623  2.5092  17.2240
- 0.0752 0.0753 -0.1604 -0.1605 0.6466 -0.1605  -1.1213 -0.1605 0.1064 0.1064 0.1064 0.1064 0.1130 -0.1526 -0.1525 -0.1525
- -0.9152 -0.3906 -0.2757  1.7896 0.8596 0.8597  1.1788  1.1788 -0.0311 -0.1340 0.0047 0.2019 -0.0142 -0.0157 0.5903 0.4105
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- -0.1503 0.2633 -0.0174 -0.0036 0.1084 -0.1684 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 0.0003 0 0 0 0 0 0 0 0 0.2019 -0.1340 0.0775
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- 0.8232 -0.1223 0.0370  2.6693 0.7182  2.7141  4.5786 0.8496  1.0901  1.4037  3.5911  2.9415 0.7242 -0.1513  -1.1265  1.6969
- 0.7380  -1.0966 -0.2201  1.2961 0.9750 0.0506 0.4315 0.4315 -0.5172 -0.4645  1.1595  6.0886 -0.2606 -0.2608 -0.1825 -0.1827
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- 0.0278 0.0649 0 0  2.2494  1.9112 0.0546 0.1177 0.0269 0 0.2425 0.9427 0.0188 -0.0245 -0.0245 0.3059 0.0138 0.0211 0.2774
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- 0.0169 0.2081 0.0167 0.0196  2.4557 -0.0947 0.0586 -0.2886 0 0 0.0876 0.2877 0.0399 0.0929 0 0  2.7793  2.4820 0.0853 0.1113
- 0.0386 0 0.2140  1.2225 0.0291 0.0108 0.0107 0.2689 0.0234 0.0282 0.2762 0.0336 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0002 -0.0019
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- 0 -0.0041 -0.0028 -0.0059 0.3014 0.0507 0 0  1.9077  2.1911 0.9922 0.2085 0.2912 0 0.0218 0.9188 0.3236 -0.0181 -0.0181 0.0253
- 0.3383 0.0142 0.0073 0.3204 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0002 -0.0004 0 0 0 0 0 0 0 0 0.0213 -0.0166 0.2427 -0.2212 -0.0002
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- 0.9500 0.3929 0.3896 0.4334  1.0625 0.9498 0.4462 0.2496 0.0802 0.5303 0.4516 0.0790 0.2347 0.3962 0.3239 0.1432 0.1950 0.1950
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- 0.3212 0.0592 -0.0129 0.0099 0 0.0001  3.6062 -0.1284 -0.1225 -0.0130 0 0 0.3217 0.3155 -0.0192 -0.0058 -0.1184 0 -0.0371
- 0.1585 -0.0057 -0.0604 -0.0604 -0.0225 -0.0158 0.5121 -0.0840 -0.0765 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0015 -0.0093 0 0 0 0
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- 0.7454 0.5943 0.1989 0.3345 0.3345 -0.0451 0.4288  1.0773  5.2945 -0.0224 -0.0223 -0.0675 -0.0675 0.6810 -0.0661 -0.8939
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- -0.0010 -0.0941 0.1118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0015 0.0007 0 0 0 0 0 0 0 0 -0.0242 -0.0623 0.1003 0.0170 0.0015 -0.0488
- 0.3139 -0.0512 -0.0270 -0.0668 0.7831 0.7214 0.0166 0.0101 -0.0298 -0.0032 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0170
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- 0.1442 0.1444 0.0437 0.0437 0.4095 0.0439 -0.4395 0.0437 0.1781 0.1781 0.1781 0.1781 0.1755 -0.1949 -0.1948 -0.1948  -1.1693
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- 0.0755 0 0.0001 -0.0283 -0.0698 -0.0232 -0.0403 0 0 0.0939 0.1466 -0.0659 -0.0387 -0.0224 0 -0.0552 0.0921 -0.0210 -0.1021
- -0.1021 -0.0687 -0.0213 -0.0115 -0.1703 -0.1233 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0002 0.0016 0 0 0 0 0 0 0 0 -0.0538 -0.1002
- 0.0225 0.1781 0.0002 0.0220 0.1297 0.0664 0.1950 0.1621 0.3481 0.4095 0.0437 0.1444 -0.1948 -0.1315 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0.1781 0 0 0 0  1.1922 0.7044 0.5853 0.4735 0.6772  1.1370 0.0956 0.0639 0.1789 0.7960 0.7960 0.3046
- 0.8610  1.6815  13.1934 0.1511 0.1513 -0.0790 -0.0791 -0.0104 -0.0789 -0.2594 -0.0791 0.1864 0.1864 0.1864 0.1865 0.1904
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- 0 0.1034 -0.1380 -0.0203 -0.1107 -0.1107 0.1327 -0.0205 -0.0100 0.0194 -0.1316 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 0.0007
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- -0.2718 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1864 0 0 0 0  15.9008 0.2378 0.6360  1.5654 0.5641 0.1683 0.1735 0.5128
- 0.2022 0.2023  1.0936  2.5708 -0.0822  3.9005 0.2003 0.2006 0.0460 0.0460 0.0491 0.0462 -0.0696 0.0460 0.2360 0.2360 0.2360
- 0.2361 0.2337 -0.2632 -0.2630 -0.2631  -1.5789 -0.4365 -0.1954 0.0414 0.5215 0.5219  1.2304  1.2306 -0.0351 -0.1035 -0.0444
- -0.0619 0.1221 -0.0136 -0.3094 0.1406 0.3583 0.0926 0 -0.0017 -0.0701 -0.1243 0.2430 -0.0536 0 0 -0.4033 -0.0157 0.6197 0.1048
- 0.2348 0 -0.0639 -0.1505 0.1789 -0.1059 -0.1059 -0.0783 0.2555 -0.0150 -0.1845 0.1493 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0002
- 0.0016 0 0 0 0 0 0 0 0 -0.0619 -0.1035 -0.0406 0.2360 0.0002 0.0600 0.6501 0.1232 0.3052 0.2702 -0.0716 0.0491 0.0460 0.2006
- -0.2631 -0.1954 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.2360 0 0 0 0 0.8422 0.5488 0.2246 0.5482 0.4114 0.3270 0.1732
- 0.4410 0.4410 0.0957 0.5535  1.1365  7.2091 0.0484 0.0485 -0.0578 -0.0579 0.3403 -0.0577 -0.5371 -0.0579 0.0646 0.0646 0.0646
- 0.0645 0.0681 -0.0868 -0.0868 -0.0868 -0.5208 -0.1965 -0.1273 0.9454 0.4701 0.4708 0.6649 0.6651 -0.0159 -0.0683 0.0023 0.0725
- -0.0077 -0.0077 0.2908 0.1765 -0.0198 -0.0984 0 0.0001 0.0039 0.0983 -0.0088 -0.0153 0 0 0.3881 0.2793 -0.0314 0.0266 -0.0085
- 0 0.0748 0.1428 -0.0098 -0.0755 -0.0755 0.0964 -0.0114 -0.0028 0.0191 -0.0872 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0002 0.0004 0
- 0 0 0 0 0 0 0 0.0725 -0.0683 0.0382 0.0646 0.0002 0.2699 0.0420 -0.0117 0.3430 0.1571 0.3570 0.3403 -0.0579 0.0485 -0.0868
- -0.1273 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0646 0 0 0 0 0.9834 0.6484 0.5027 0.5200 0.4803 0.3749 0.1136 0.1137
- 0.2880  1.2044 0.9259  2.2865 0.1461 0.1463 0.0444 0.0445 0.4150 0.0447 -0.4445 0.0445 0.1803 0.1803 0.1803 0.1802 0.1778
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- -0.0558 0.0820 -0.0211 -0.1033 -0.1033 -0.0697 -0.0211 -0.0116 -0.1725 -0.1244 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0002 0.0016
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- -0.1328 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1803 0 0 0 0  1.9584  1.0776 0.1628 0.1756 0.5418 0.2020 0.2020  1.3331
-  2.4930  1.0047  3.8435 0.1971 0.1974 0.0494 0.0494 0.0537 0.0496 -0.0714 0.0494 0.2384 0.2384 0.2384 0.2382 0.2358 -0.2552
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- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.2384 0 0 0 0  93.0939 0.1084 0.0584 0.1985 0.7582 0.7583 0.5398 0.9007  1.8451
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- 0.3253 0.0211 -0.1319 0 -0.0017 -0.0188 0.1694 -0.0593 -0.0420 0 0 -0.1484 -0.3412 -0.0767 0.0119 -0.0573 0 0.1105 -0.1397
- 0.0106 -0.1071 -0.1071 0.1649 -0.6204 -0.0112 0.0545 -0.7244 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 0.0008 0 0 0 0 0 0 0 0 0.1085
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- 0.2534 -0.0381 -0.0246 -0.0299 0 -0.0371 0.1306 -0.0126 0.2705 0.2705 -0.0535 -0.0145 -0.0048 0.2185 0.2562 0 0 0 0 0 0 0
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- 0.7094 0.0277 0.0326 -0.0643 -0.0266 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0535 0 0 0 0  1.6195 0.0003 0.0003 0.3672
- 0.9032 0.3448 0.2464 0.0643 0.0642 0.0310 0.0310 0.5091 0.0314 -0.1374 0.0310 0.0875 0.0875 0.0875 0.0874 0.0861 -0.1021
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- 0.4938 0.2505 -0.0524 -0.0507 -0.1041 0.0372 -0.0686 -0.1588 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0555 0 0 0 0  1.0211
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- 0.0610 -0.0687 -0.0686 -0.0686 -0.4120 -0.2136 -0.1588 -0.2058 0.0616 0.0630 0.2307 0.2314 -0.0176 -0.0448 0.0005 0.1301
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- 0.0163 0.0231 -0.0267 0.0224 0.1075 0.1075 0.1075 0.1074 0.1065 -0.1146 -0.1145 -0.1145 -0.6874 -0.1885 -0.0830 -0.0015 0.2327
- 0.2342 0.5581 0.5589 -0.0178 -0.0494 -0.0319 -0.0272 0.1549 -0.0060 -0.1433 0.0637 0.4567 0.0379 0 -0.0033 -0.0446 -0.0677
- 0.1878 -0.0244 0 0 -0.1813 0.0801 0.6876 0.1241 0.1814 0 -0.0272 -0.0726 0.2282 -0.0503 -0.0503 -0.0352 0.2293 -0.0068 -0.0852
- 0.1792 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0007 0.0007 0 0 0 0 0 0 0 0 -0.0272 -0.0494 -0.0188 0.1075 0.0007 0.0281 0.6347 0.0521
- 0.1319 0.1176 -0.0368 0.0163 0.0224 0.0888 -0.1145 -0.0830 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1075 0 0 0 0  73.2239
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- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.3332 0 0 0 0  576.7337  19.5167 0.1930 0.1933  3.3271  3.3293 0.2467  3.3314
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- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0459 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0477 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0005 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0.1131 -0.0003 0.0015 -0.0164 0 0.0955 -0.0126 -0.0157 0.0782 0.0232 -0.0055 -0.0207 -0.0302 -0.0161 0.0165 -0.0132
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0164 0 0 0 0 0.2436 0.0011 -0.0274 0 -0.0218 -0.0238 0.1405 -0.0491 0.1146 -0.0193
- 0.1170 -0.0015 -0.0255 0.0264 0.0258 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0274 0 0 0 0 0.9265 -0.0107 0 -0.0062 -0.0090
- -0.0095 -0.0167 -0.0178 0.0550 0.0446 -0.0013 -0.0093 0.0110 0.0093 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0107 0 0
- 0 0 0.0662 -0.0001 0.0174 0.0499 0.0349 0.0812 0.0750 -0.0164 0.0187 0.0135 0.0542 -0.0703 -0.0510 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0.0654 0 0 0 0 0.0006 -0.0001 0 0 -0.0002 -0.0001 -0.0001 -0.0001 -0.0001 -0.0001 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 0 0 0 0 0.3169 0.0130 -0.0092 0.3012 0.1429 -0.0299 -0.0392 -0.0724 0.0080 -0.0233 -0.0885
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0174 0 0 0 0 0.4462 0.0231 0.0611 0.0535 -0.0189 0.0047 0.0105 0.0413 -0.0529
- -0.0383 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0499 0 0 0 0 0.2296 0.0260 0.2057 -0.0376 0.1488 0.0118 0.0267 -0.0428
- -0.0232 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0349 0 0 0 0 0.5692 0.2185 -0.0450 -0.0196 -0.0613 0.0646 -0.0995 -0.1464
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0812 0 0 0 0 0.4388 -0.0604 0.1437 -0.0191 0.0582 -0.0926 -0.0943 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0750 0 0 0 0  2.9818 0.3583 0.0030 -0.0165 0.0134 0.0188 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 -0.0165 0 0 0 0 0.6243 0.0159 0.0066 -0.0225 -0.0034 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0187 0 0 0 0  6.9492
- 0.0120 -0.0112  6.9214 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0135 0 0 0 0  2.5302  2.2400 -0.0436 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0.0542 0 0 0 0  2.7390 0.0624 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0703 0 0 0 0  7.0639 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0510 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0106 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0106 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0106 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0.0106 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.0565 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
-  1.0565 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  9.5086 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  2.3772 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0.0106 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.0565 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.0565 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0  1.5214 0 0 0 0 0 0 0 0 0 0 0 0 0 0.6762 0 0 0 0 0 0 0 0 0 0 0 0  1.7855 0 0 0 0 0 0 0 0 0 0 0  1.2784 0 0 0 0 0 0 0 0
- 0 0  1.5214 0 0 0 0 0 0 0 0 0  2.7047 0 0 0 0 0 0 0 0  4.6592 0 0 0 0 0 0 0 0.6762 0 0 0 0 0 0  9.5086 0 0 0 0 0 0.4087 0
- 0 0 0  26.4128 0 0 0  26.4128 0 0  26.4128 0  26.4128
-
-tc-ds62.txt produced at 20.08 on Mon 6 Feb,2012 (sigfit =  1.028)
diff --git a/ref_database/TC_634/tc-axCpxw-it.txt b/ref_database/TC_634/tc-axCpxw-it.txt
deleted file mode 100644
index 167b1f65..00000000
--- a/ref_database/TC_634/tc-axCpxw-it.txt
+++ /dev/null
@@ -1,1128 +0,0 @@
-#
- ====================================================================
-   CPXWING CALIBRATION
-
- ====================================================================
-#
-
-#
- =================================================
- -------------------------------------------------
- Cpxwing: NCKFMASTOCr. Don't fiddle with the numbers, you'll BREAK cpxwing.
-
- coded by axe attack on 10 March 2022
-
-         M1m                      M1a                      M2c                  M2n                  T
-         Mg  Fe  Fe3 Al  Cr  Ti   Mg  Fe  Fe3 Al  Cr  Ti   Mg  Fe  Ca  Na  K    Mg  Fe  Ca  Na  K    Si  Al
- di      1/2 0   0   0   0   0    1/2 0   0   0   0   0    0   0   1/2 0   0    0   0   1/2 0   0    2   0
- cfs     0   1/2 0   0   0   0    0   1/2 0   0   0   0    0   1/2 0   0   0    0   1/2 0   0   0    2   0
- cen     1/2 0   0   0   0   0    1/2 0   0   0   0   0    1/2 0   0   0   0    1/2 0   0   0   0    2   0
- cts     0   0   0   1/2 0   0    0   0   0   1/2 0   0    0   0   1/2 0   0    0   0   1/2 0   0    1   1
- jd      0   0   0   1/2 0   0    0   0   0   1/2 0   0    0   0   0   1/2 0    0   0   0   1/2 0    2   0
- acm     0   0   1/2 0   0   0    0   0   1/2 0   0   0    0   0   0   1/2 0    0   0   0   1/2 0    2   0
- crdi    0   0   0   0   1/2 0    0   0   0   0   1/2 0    0   0   1/2 0   0    0   0   1/2 0   0    1   1
- cbuf    1/4 0   0   0   0   1/4  1/4 0   0   0   0   1/4  0   0   1/2 0   0    0   0   1/2 0   0    1   1
- kjd     0   0   0   1/2 0   0    0   0   0   1/2 0   0    0   0   0   0   1/2  0   0   0   0   1/2  2   0
- om      1/2 0   0   0   0   0    0   0   0   1/2 0   0    0   0   1/2 0   0    0   0   0   1/2 0    2   0
- mfm     0   1/2 0   0   0   0    1/2 0   0   0   0   0    0   0   1/2 0   0    0   0   1/2 0   0    2   0
- ifm     1/2 0   0   0   0   0    1/2 0   0   0   0   0    0   1/2 0   0   0    0   1/2 0   0   0    2   0
- jac     0   0   0   1/2 0   0    0   0   1/2 0   0   0    0   0   0   1/2 0    0   0   0   1/2 0    2   0
- dts     1/2 0   0   0   0   0    0   0   0   1/2 0   0    0   0   1/2 0   0    0   0   1/2 0   0    3/2 1/2
-
- x -> (xFeM1a + xFeM1m + xFeM2c + xFeM2n)/(xFeM1a + xFeM1m + xFeM2c + xFeM2n + xMgM1a + xMgM1m + xMgM2c + xMgM2n)
- y -> 2*xAlT
- o -> (xFeM2c + xFeM2n + xMgM2c + xMgM2n)/2
- n -> (xNaM2c + xNaM2n)/2
- f -> (xFe3M1a + xFe3M1m)/2
- cr -> (xCrM1a + xCrM1m)/2
- t -> (xTiM1a + xTiM1m)/2
- k -> (xKM2c + xKM2n)/2
- Qf -> (xFe3M1a - xFe3M1m)/2
- Qca -> (xCaM2c - xCaM2n)/2
- Qfm -> (xFeM1a + xFeM1m - xFeM2c - xFeM2n)/2
- Qf1 -> (-xFeM1a + xFeM1m)/2
- Qa -> (xAlM1a - xAlM1m)/2
-
- -------------------------------------------------
-#
-
- starting guesses
-  x(cpxw) = 0.15009
-  y(cpxw) = 0.12580
-  o(cpxw) = 0.30120
-  n(cpxw) = 0.075890
-  f(cpxw) = 0.017400
-  cr(cpxw) = 0.014600
-  t(cpxw) = 0.014400
-  k(cpxw) = 0.0090000
-  Qf(cpxw) = 0.0037000  range -1 <> 1  order variable
-  Qca(cpxw) = 0.064000  range -1 <> 1  order variable
-  Qfm(cpxw) = 0.071500  range -1 <> 1  order variable
-  Qf1(cpxw) = -0.14280  range -1 <> 1  order variable
-  Qa(cpxw) = 0.0041000  range -1 <> 1  order variable
-
- site fractions
-   xMgM1m = 1 - 1/2 Qfm - 1/2 x - k - n + Qa + Qf - Qf1 + t - y + 1/2 k x + 1/2 n x + (-1/2 o) x + (-1/2 t) x + 1/2 x y
-   xFeM1m = 1/2 Qfm + 1/2 x + Qf1 + (-1/2 k) x + (-1/2 n) x + 1/2 o x + 1/2 t x + (-1/2 x) y
-   xFe3M1m = f - Qf
-   xAlM1m = -cr - f + k + n - Qa + y - 2t
-   xCrM1m = cr
-   xTiM1m = t
-   xMgM1a = 1 - 1/2 Qfm - 1/2 x - k - n - Qa - Qf + Qf1 + t - y + 1/2 k x + 1/2 n x + (-1/2 o) x + (-1/2 t) x + 1/2 x y
-   xFeM1a = 1/2 Qfm + 1/2 x - Qf1 + (-1/2 k) x + (-1/2 n) x + 1/2 o x + 1/2 t x + (-1/2 x) y
-   xFe3M1a = f + Qf
-   xAlM1a = -cr - f + k + n + Qa + y - 2t
-   xCrM1a = cr
-   xTiM1a = t
-   xMgM2c = 1/2 Qfm - 1/2 x + o + 1/2 k x + 1/2 n x + (-1/2 o) x + (-1/2 t) x + 1/2 x y
-   xFeM2c = -1/2 Qfm + 1/2 x + (-1/2 k) x + (-1/2 n) x + 1/2 o x + 1/2 t x + (-1/2 x) y
-   xCaM2c = 1 - k - n - o + Qca
-   xNaM2c = n - Qca
-   xKM2c = k
-   xMgM2n = 1/2 Qfm - 1/2 x + o + 1/2 k x + 1/2 n x + (-1/2 o) x + (-1/2 t) x + 1/2 x y
-   xFeM2n = -1/2 Qfm + 1/2 x + (-1/2 k) x + (-1/2 n) x + 1/2 o x + 1/2 t x + (-1/2 x) y
-   xCaM2n = 1 - k - n - o - Qca
-   xNaM2n = n + Qca
-   xKM2n = k
-   xSiT = 1 - 1/2 y
-   xAlT = 1/2 y
-
- proportions
-   di = 1 - k - n - o - Qa - Qf - y - 2Qf1
-   cfs = 1/2 Qfm + 1/2 x - Qf1 + (-1/2 k) x + (-1/2 n) x + 1/2 o x + 1/2 t x + (-1/2 x) y
-   cen = 1/2 Qfm - 1/2 x + o + 1/2 k x + 1/2 n x + (-1/2 o) x + (-1/2 t) x + 1/2 x y
-   cts = -cr - Qa + Qca - Qf + y - 2t
-   jd = -f + n - Qca - Qf
-   acm = f - Qf
-   crdi = cr
-   cbuf = 2t
-   kjd = k
-   om = 2Qca
-   mfm = 2Qf1
-   ifm = Qf1 - Qfm
-   jac = 2Qf
-   dts = 2Qa - 2Qca + 2Qf
-
- ideal mixing activities
-  di = xMgM1m^(1/2) xMgM1a^(1/2) xCaM2c^(1/2) xCaM2n^(1/2) xSiT^(1/2)
-  cfs = xFeM1m^(1/2) xFeM1a^(1/2) xFeM2c^(1/2) xFeM2n^(1/2) xSiT^(1/2)
-  cen = xMgM1m^(1/2) xMgM1a^(1/2) xMgM2c^(1/2) xMgM2n^(1/2) xSiT^(1/2)
-  cts = 1.4142 xAlM1m^(1/2) xAlM1a^(1/2) xCaM2c^(1/2) xCaM2n^(1/2) xSiT^(1/4) xAlT^(1/4)
-  jd = xAlM1m^(1/2) xAlM1a^(1/2) xNaM2c^(1/2) xNaM2n^(1/2) xSiT^(1/2)
-  acm = xFe3M1m^(1/2) xFe3M1a^(1/2) xNaM2c^(1/2) xNaM2n^(1/2) xSiT^(1/2)
-  crdi = 1.4142 xCrM1m^(1/2) xCrM1a^(1/2) xCaM2c^(1/2) xCaM2n^(1/2) xSiT^(1/4) xAlT^(1/4)
-  cbuf = 2.8284 xMgM1m^(1/4) xTiM1m^(1/4) xMgM1a^(1/4) xTiM1a^(1/4) xCaM2c^(1/2) xCaM2n^(1/2) xSiT^(1/4) xAlT^(1/4)
-  kjd = xAlM1m^(1/2) xAlM1a^(1/2) xKM2c^(1/2) xKM2n^(1/2) xSiT^(1/2)
-  om = xMgM1m^(1/2) xAlM1a^(1/2) xCaM2c^(1/2) xNaM2n^(1/2) xSiT^(1/2)
-  mfm = xFeM1m^(1/2) xMgM1a^(1/2) xCaM2c^(1/2) xCaM2n^(1/2) xSiT^(1/2)
-  ifm = xMgM1m^(1/2) xMgM1a^(1/2) xFeM2c^(1/2) xFeM2n^(1/2) xSiT^(1/2)
-  jac = xAlM1m^(1/2) xFe3M1a^(1/2) xNaM2c^(1/2) xNaM2n^(1/2) xSiT^(1/2)
-  dts = 1.3247 xMgM1m^(1/2) xAlM1a^(1/2) xCaM2c^(1/2) xCaM2n^(1/2) xSiT^(3/8) xAlT^(1/8)
-
- non-ideality by van laar
-  W(di,cfs) = 22.4462
-  W(di,cen) = 29
-  W(di,cts) = 10
-  W(di,jd) = 26
-  W(di,acm) = 21
-  W(di,crdi) = 12
-  W(di,cbuf) = -5
-  W(di,kjd) = 26
-  W(di,om) = 15.75
-  W(di,mfm) = 2
-  W(di,ifm) = 19.3462
-  W(di,jac) = 24.65
-  W(di,dts) = 5.5
-  W(cfs,cen) = 8
-  W(cfs,cts) = 22
-  W(cfs,jd) = 33
-  W(cfs,acm) = 55
-  W(cfs,crdi) = 45
-  W(cfs,cbuf) = 10
-  W(cfs,kjd) = 31.1111
-  W(cfs,om) = 40
-  W(cfs,mfm) = 20.5
-  W(cfs,ifm) = 5.2
-  W(cfs,jac) = 30
-  W(cfs,dts) = 21
-  W(cen,cts) = 56
-  W(cen,jd) = 50
-  W(cen,acm) = 50
-  W(cen,crdi) = 48
-  W(cen,cbuf) = 20
-  W(cen,kjd) = 40
-  W(cen,om) = 42
-  W(cen,mfm) = 30.5923
-  W(cen,ifm) = 5.2
-  W(cen,jac) = 62
-  W(cen,dts) = 49
-  W(cts,jd) = -2
-  W(cts,acm) = 12
-  W(cts,crdi) = 7
-  W(cts,cbuf) = 39
-  W(cts,kjd) = 6
-  W(cts,om) = 7
-  W(cts,mfm) = 12
-  W(cts,ifm) = 22
-  W(cts,jac) = 4
-  W(cts,dts) = 5.5
-  W(jd,acm) = 5
-  W(jd,crdi) = 2
-  W(jd,cbuf) = 38
-  W(jd,kjd) = 28
-  W(jd,om) = 15.5
-  W(jd,mfm) = 25.2
-  W(jd,ifm) = 36.8
-  W(jd,jac) = 3
-  W(jd,dts) = 10
-  W(acm,crdi) = 32
-  W(acm,cbuf) = 24
-  W(acm,kjd) = 24
-  W(acm,om) = 16.4
-  W(acm,mfm) = 22.2
-  W(acm,ifm) = 56.73
-  W(acm,jac) = 3
-  W(acm,dts) = 20
-  W(crdi,cbuf) = 0.1
-  W(crdi,kjd) = 3
-  W(crdi,om) = -2
-  W(crdi,mfm) = 2
-  W(crdi,ifm) = 40
-  W(crdi,jac) = 8
-  W(crdi,dts) = 2
-  W(cbuf,kjd) = 16
-  W(cbuf,om) = -1
-  W(cbuf,mfm) = 4
-  W(cbuf,ifm) = 14
-  W(cbuf,jac) = 10
-  W(cbuf,dts) = 8
-  W(kjd,om) = 12.5
-  W(kjd,mfm) = 13
-  W(kjd,ifm) = 31.1111
-  W(kjd,jac) = 10.2
-  W(kjd,dts) = 5
-  W(om,mfm) = 18.45
-  W(om,ifm) = 39.8325
-  W(om,jac) = 19.5
-  W(om,dts) = 4
-  W(mfm,ifm) = 22
-  W(mfm,jac) = 24.55
-  W(mfm,dts) = 8
-  W(ifm,jac) = 31.5575
-  W(ifm,dts) = 22
-  W(jac,dts) = 19
-
-  v(di) = 1.3
-  v(cfs) = 1
-  v(cen) = 1
-  v(cts) = 1.3
-  v(jd) = 1.3
-  v(acm) = 1.3
-  v(crdi) = 1.3
-  v(cbuf) = 1.3
-  v(kjd) = 1.3
-  v(om) = 1.3
-  v(mfm) = 1.3
-  v(ifm) = 1
-  v(jac) = 1.3
-  v(dts) = 1.3
-
- "make" end-members
-  cfs = fs + 4.9 - 0.0042 T + 0.049 P
-  cen = en + 1.32 - 0.00074 T + 0.032 P
-  cts = e-cats - 5
-  crdi = d-cats - jd + kos - 6 + 0.02 P
-  cbuf = - 1/2 cor + d-cats + 1/2 per + 1/2 ru - 16.1
-  kjd = - abh + e-san + jd + 50 - 0.1 P
-  om = 1/2 di + 1/2 jd - 1.7
-  mfm = di - 1/4 en + 1/4 fs + 2.73934 - 0.001622 T - 0.0181 P
-  ifm = 1/2 en + 1/2 fs - 5.72301 - 0.0002 T + 0.107626 P
-  jac = 1/2 acm + 1/2 jd - 3 + 0.0008 T + 0.01 P
-  dts = 1/2 di + 1/2 e-cats - 6.5 + 0.0002 T + 0.01 P
-
-
-#
- =================================================
- -------------------------------------------------
- opx
-
- coded by axe attack on 13 December 2021
-
-         M1                       M2               T
-         Mg  Fe  Al  Fe3 Cr  Ti   Mg  Fe  Ca  Na   Si  Al
- en      1   0   0   0   0   0    1   0   0   0    2   0
- fs      0   1   0   0   0   0    0   1   0   0    2   0
- fm      1   0   0   0   0   0    0   1   0   0    2   0
- odi     1   0   0   0   0   0    0   0   1   0    2   0
- mgts    0   0   1   0   0   0    1   0   0   0    1   1
- occr    0   0   0   0   1   0    0   0   1   0    1   1
- octi    1/2 0   0   0   0   1/2  0   0   1   0    1   1
- oacm    0   0   0   1   0   0    0   0   0   1    2   0
- ojd     0   0   1   0   0   0    0   0   0   1    2   0
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2*xAlT
- c -> xCaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)
- f -> xFe3M1
- t -> xTiM1
- cr -> xCrM1
- j -> xNaM2
-
- -------------------------------------------------
-#
-
- starting guesses
-  x(opx) = 0.20000
-  y(opx) = 0.10000
-  c(opx) = 0.050000
-  Q(opx) = 0.030000  range -1 <> 1  order variable
-  f(opx) = 0.010000
-  t(opx) = 0.020000
-  cr(opx) = 0.0010000
-  j(opx) = 0.010000
-
- site fractions
-   xMgM1 = 1 - j - Q + t - x - y + j Q + (-Q) t + j x + (-t) x + Q y + x y
-   xFeM1 = Q + x + (-j) Q + Q t + (-j) x + t x + (-Q) y + (-x) y
-   xAlM1 = -cr - f + j + y - 2t
-   xFe3M1 = f
-   xCrM1 = cr
-   xTiM1 = t
-   xMgM2 = 1 - c - j + Q - x + (-j) Q + Q t + c x + j x + (-Q) y
-   xFeM2 = -Q + x + j Q + (-Q) t + (-c) x + (-j) x + Q y
-   xCaM2 = c
-   xNaM2 = j
-   xSiT = 1 - 1/2 y
-   xAlT = 1/2 y
-
- proportions
-   en = 1 - c + cr - j + Q - x - y + 2t + (-j) Q + Q t + c x + j x + (-Q) y
-   fs = Q + x + (-j) Q + Q t + (-j) x + t x + (-Q) y + (-x) y
-   fm = -2Q + 2j Q + (-2Q) t + (-c) x + (-t) x + 2Q y + x y
-   odi = c - cr - 2t
-   mgts = -cr + y - 2t
-   occr = cr
-   octi = 2t
-   oacm = f
-   ojd = -f + j
-
- ideal mixing activities
-  en = xMgM1 xMgM2 xSiT^(1/2)
-  fs = xFeM1 xFeM2 xSiT^(1/2)
-  fm = xMgM1 xFeM2 xSiT^(1/2)
-  odi = xMgM1 xCaM2 xSiT^(1/2)
-  mgts = 1.4142 xAlM1 xMgM2 xSiT^(1/4) xAlT^(1/4)
-  occr = 1.4142 xCrM1 xCaM2 xSiT^(1/4) xAlT^(1/4)
-  octi = 2.8284 xMgM1^(1/2) xTiM1^(1/2) xCaM2 xSiT^(1/4) xAlT^(1/4)
-  oacm = xFe3M1 xNaM2 xSiT^(1/2)
-  ojd = xAlM1 xNaM2 xSiT^(1/2)
-
- non-ideality by van laar
-  W(en,fs) = 5
-  W(en,fm) = 3
-  W(en,odi) = 28
-  W(en,mgts) = 11.5
-  W(en,occr) = 45
-  W(en,octi) = 28
-  W(en,oacm) = 62
-  W(en,ojd) = 58
-  W(fs,fm) = 3
-  W(fs,odi) = 24
-  W(fs,mgts) = 8
-  W(fs,occr) = 30
-  W(fs,octi) = 32
-  W(fs,oacm) = 48
-  W(fs,ojd) = 18
-  W(fm,odi) = 22.2
-  W(fm,mgts) = 8
-  W(fm,occr) = 30
-  W(fm,octi) = 28
-  W(fm,oacm) = 12
-  W(fm,ojd) = 23
-  W(odi,mgts) = 52
-  W(odi,occr) = 8
-  W(odi,octi) = 22
-  W(odi,oacm) = 18
-  W(odi,ojd) = 10
-  W(mgts,occr) = 52.227
-  W(mgts,octi) = 40
-  W(mgts,oacm) = 22
-  W(mgts,ojd) = 3
-  W(occr,octi) = 58
-  W(occr,oacm) = 32
-  W(occr,ojd) = 1.5
-  W(octi,oacm) = 45
-  W(octi,ojd) = 38
-  W(oacm,ojd) = -2.5
-
-  v(en) = 1
-  v(fs) = 1
-  v(fm) = 1
-  v(odi) = 1.3
-  v(mgts) = 1
-  v(occr) = 1.3
-  v(octi) = 1.3
-  v(oacm) = 1.3
-  v(ojd) = 1.3
-
- "make" end-members
-  fm = 1/2 en + 1/2 fs - 11 + 0.004 T + 0.0586 P
-  odi = di + 3.7
-  occr = d-cats - jd + kos + 4 + 0.02 P
-  octi = - 1/2 cor + d-cats + 1/2 per + 1/2 ru - 13.1
-  oacm = acm + 2.5
-  ojd = jd + 0.1 + 0.5 P
-
-#
- =================================================================
- olivine: CFMS
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
-  E-m    Formula	   Mixing sites
-                     M1            M2
-                     Mg    Fe      Mg    Fe    Ca
- mont    CaMgSiO4    1     0       0     0     1
- fa      Fe2SiO4     0     1       0     1     0
- fo      Mg2SiO4     1     0       1     0     0
- cfm     MgFeSiO4    1     0       0     1     0   - ordered intermediate
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- c -> xCaM2
- Q -> x - xFeM1/(xFeM1 + xMgM1)   - order variable
-
- --------------------------------------------------
-#
-
- starting guesses
-  x(ol) = 0.10000
-  c(ol) = 0.0020000
-  Q(ol) = 0.010000  order variable
-
- site fractions
-   xMgM1 = 1 + Q - x
-   xFeM1 = -Q + x
-   xMgM2 = 1 - c - Q - x + c x
-   xFeM2 = Q + x + (-c) x
-   xCaM2 = c
-
- proportions
-   mont = c
-   fa = -Q + x
-   fo = 1 - c - Q - x + c x
-   cfm = 2Q + (-c) x
-
- ideal mixing activities
-  mont = xMgM1 xCaM2
-  fa = xFeM1 xFeM2
-  fo = xMgM1 xMgM2
-  cfm = xMgM1 xFeM2
-
- non-ideality by symmetric formalism
-  W(mont,fa) = 24
-  W(mont,fo) = 38
-  W(mont,cfm) = 24
-  W(fa,fo) = 9
-  W(fa,cfm) = 4.5
-  W(fo,cfm) = 4.5
-
- "make" end-members
-  cfm = 1/2 fa + 1/2 fo
-
-#
- =================================================================
- Spinel: FMATOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- coded by axe attack on 04 December 2015
-
- E-m  Formula                          Mixing sites
-                T                         M
-                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti
- nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel
- isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
- nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
- ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
- nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
- imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite
- pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite
- qndm Mg2TiO4   1     0     0     0       1     0     0     0     0     1    - qandilite
-
- x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
- y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
- c -> xCrM
- t -> 2 xTiM
- Q1 -> -xMgM + xMgT    - order variable
- Q2 -> -xFeM + xFeT    - order variable
- Q3 -> -xFe3M + xFe3T  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(spn) = 0.10000
-  y(spn) = 0.050000
-  c(spn) = 0.050000
-  t(spn) = 0.050000
-  Q1(spn) = 0.20000  range -1 <> 1  order variable
-  Q2(spn) = 0.20000  range -1 <> 1  order variable
-  Q3(spn) = 0.20000  range -1 <> 1  order variable
-
- site fractions
-   xMgT = 1/3 + 1/3 t - 1/3 x + 2/3 Q1 + (-1/3 t) x
-   xFeT = 1/3 x + 2/3 Q2 + 1/3 t x
-   xAlT = 2/3 - 1/3 t - 2/3 Q1 - 2/3 Q2 - 2/3 Q3 - 2/3 y + 2/3 c y + 2/3 t y
-   xFe3T = 2/3 Q3 + 2/3 y + (-2/3 c) y + (-2/3 t) y
-   xMgM = 1/3 - 1/3 Q1 + 1/3 t - 1/3 x + (-1/3 t) x
-   xFeM = -1/3 Q2 + 1/3 x + 1/3 t x
-   xAlM = 2/3 + 1/3 Q1 + 1/3 Q2 + 1/3 Q3 - c - 2/3 y - 5/6 t + 2/3 c y + 2/3 t y
-   xFe3M = -1/3 Q3 + 2/3 y + (-2/3 c) y + (-2/3 t) y
-   xCrM = c
-   xTiM = 1/2 t
-
- proportions
-   nsp = 1/3 - 1/3 x - c + 2/3 Q1 - 2/3 t + (-1/3 t) x
-   isp = 2/3 - 1/3 t - 2/3 Q1 - 2/3 x + (-2/3 t) x
-   nhc = 1/3 x - 1/3 y + 2/3 Q2 + 2/3 Q3 + 1/3 t x + 1/3 c y + 1/3 t y
-   ihc = -2/3 Q2 - 2/3 Q3 + 2/3 x - 2/3 y + 2/3 t x + 2/3 c y + 2/3 t y
-   nmt = 1/3 y - 2/3 Q3 + (-1/3 c) y + (-1/3 t) y
-   imt = 2/3 Q3 + 2/3 y + (-2/3 c) y + (-2/3 t) y
-   pcr = c
-   qndm = t
-
- ideal mixing activities
-  nsp = xMgT xAlM
-  isp = 2xAlT xMgM^(1/2) xAlM^(1/2)
-  nhc = xFeT xAlM
-  ihc = 2xAlT xFeM^(1/2) xAlM^(1/2)
-  nmt = xFeT xFe3M
-  imt = 2xFe3T xFeM^(1/2) xFe3M^(1/2)
-  pcr = xMgT xCrM
-  qndm = 2xMgT xMgM^(1/2) xTiM^(1/2)
-
- non-ideality by symmetric formalism
-  W(nsp,isp) = -8.2
-  W(nsp,nhc) = 3.5
-  W(nsp,ihc) = -13
-  W(nsp,nmt) = 43.2
-  W(nsp,imt) = 49.1
-  W(nsp,pcr) = -5
-  W(nsp,qndm) = 20
-  W(isp,nhc) = 4.4
-  W(isp,ihc) = -6
-  W(isp,nmt) = 36.8
-  W(isp,imt) = 20
-  W(isp,pcr) = 14
-  W(isp,qndm) = 22
-  W(nhc,ihc) = -8.2
-  W(nhc,nmt) = 18.1
-  W(nhc,imt) = 49
-  W(nhc,pcr) = -19
-  W(nhc,qndm) = 32
-  W(ihc,nmt) = -4
-  W(ihc,imt) = 7.6
-  W(ihc,pcr) = -11
-  W(ihc,qndm) = 10
-  W(nmt,imt) = 18.1
-  W(nmt,pcr) = 11.9
-  W(nmt,qndm) = 62
-  W(imt,pcr) = -6.4
-  W(imt,qndm) = 24.5
-  W(pcr,qndm) = 52
-
- "make" end-members
-  nsp = o-sp
-  isp = o-sp + 23.6 - 0.005763 T  (od)
-  nhc = o-herc
-  ihc = o-herc + 23.6 - 0.005763 T  (od)
-  nmt = e-mt + 0 + 0.005763 T  (od)
-  imt = e-mt + 0.3  (od)
-  pcr = picr
-  qndm = qnd - 26
-
-
-
-#
- =================================================================
- ternary feldspar, “4TR” model, with plag-friendly
-         parameterisation.
-
- Holland, TJB, Green, ECR & Powell, R (2021). A thermodynamic model
- for feldspars in KAlSi3O8-NaAlSi3O8-CaAl2Si2O8 for mineral
- equilibrium calculations. Journal of Metamorphic Geology, 1-14.
- Published online as DOI 10.1111/jmg.12639
-
-
-
- 4Tplag feldspar
-
-         A                   TB
-         Na    Ca    K       Al    Si
- ab      1     0     0       1     3
- san     0     0     1       1     3
- an      0     1     0       2     2
-
- ca -> xCaA
-
- k -> xKA
- -------------------------------------------------
-#
-
- starting guesses
-  ca(pl) = 0.80000
-  k(pl) = 0.030000
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4 ca
-   xSiTB = 3/4 - 1/4 ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548 xNaA xAlTB^(1/4) xSiTB^(3/4)
-  an = 2xCaA xAlTB^(1/2) xSiTB^(1/2)
-  san = 1.7548 xKA xAlTB^(1/4) xSiTB^(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935 T - 0.04 P
-  W(ab,san) = 24.1 - 0.00957 T + 0.338 P
-  W(an,san) = 48.5 - 0.13 P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-
-#
- =================================================================
-abc 2  1
-
- Low-albite solid solution, for modelling the peristerite gap in 
- metabasites
-
- Holland, TJB, Green, ECR & Powell, R (2021). A thermodynamic model
- for feldspars in KAlSi3O8-NaAlSi3O8-CaAl2Si2O8 for mineral
- equilibrium calculations. Journal of Metamorphic Geology, 1-14.
- Published online as DOI 10.1111/jmg.12639
- 
- E-m   Formula        Mixing sites
-
-         		A                
-         		NaSi    CaAl         
- ab    NaAlSi3O8   	1       0          
- an    CaAl2Si2O8  	0       1          
-
- ca -> xCaA
-
-
- starting guesses
-  ca(abc) = 0.001
-    
- site fractions
-   xNaA = 1 - ca
-   xCaA = ca
-    
- proportions
-   abm = 1 - ca
-   anm = ca
-   
- ideal mixing activities
-  abm = xNaA
-  anm = xCaA
-
- non-ideality by van laar
-  W(abm,anm) = 3.4
-
-  v(abm) = 0.64
-  v(anm) = 1 
-
- "make" end-members
-  abm = e-ab - 1.746 + 0.002 T (mod)
-  anm = e-an + 10 (mod)
- 
- 
-
-#
- =================================================================
- garnet: CFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- E-m    Formula                     Mixing sites
-                            M1            M2
-                            Mg  Fe  Ca    Al  Cr  Fe3 Mg  Ti
- py    Mg3Al2Si3O12         3   0   0     2   0   0   0   0
- alm   Fe3Al2Si3O12         0   3   0     2   0   0   0   0
- gr    Ca3Al2Si3O12         0   0   3     2   0   0   0   0
- andr  Ca3Fe2Si3O12         0   0   3     0   0   2   0   0
- knom  Mg3Cr2Si3O12         3   0   0     0   2   0   0   0
- tig   Mg3.5AlTi0.5Si3O12   3   0   0     1   0   0   1/2 1/2
-
- x -> xFeM1/(xFeM1 + xMgM1)
- c -> xCaM1
- f -> xFe3M2
- cr -> xCrM2
- t -> xTiM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(g) = 0.33800
-  c(g) = 0.17000
-  f(g) = 0.0010000
-  t(g) = 0.015000
-
- site fractions
-   xMgM1 = 1 - c - x + c x
-   xFeM1 = x + (-c) x
-   xCaM1 = c
-   xAlM2 = 1 - f - 2t
-   xFe3M2 = f
-   xMgM2 = t
-   xTiM2 = t
-
- proportions
-   py = 1 - c - x - 4t + c x
-   alm = x + (-c) x
-   gr = c - f
-   andr = f
-   tig = 4t
-
- ideal mixing activities
-  py = xMgM1^3 xAlM2^2
-  alm = xFeM1^3 xAlM2^2
-  gr = xCaM1^3 xAlM2^2
-  andr = xCaM1^3 xFe3M2^2
-  tig = 8xMgM1^3 xAlM2 xMgM2^(1/2) xTiM2^(1/2)
-
- non-ideality by van laar
-  W(py,alm) = 10 + 0.1 P
-  W(py,gr) = 54 - 0.01 T + 0.04 P
-  W(py,andr) = 55 - 0.01 T - 0.036 P
-  W(py,tig) = 14
-  W(alm,gr) = 42 - 0.01 T + 0.1 P
-  W(alm,andr) = 45 - 0.01 T + 0.039 P
-  W(alm,tig) = 8
-  W(gr,andr) = -5
-  W(gr,tig) = 2
-  W(andr,tig) = 90
-
-  v(py) = 1
-  v(alm) = 1
-  v(gr) = 2.5
-  v(andr) = 2.5
-  v(tig) = 1
-
- "make" end-members
-  tig = py + 1/2 per + 1/2 ru - 1/2 cor + 42.8 - 0.02 T  (make)
-
-
-
-
-#
- -------------------------------------------------
- ilmenite
- Full disorder new model TJBH 2019
-
- ## manually cut-down to remove Mg - rp 19-1-22
-    made consistent with ds634 sf for ilm; no P dependence
-
-         A                         B
-         Fe    Ti    Fe3   Mg      Fe    Ti    Fe3   Mg
- oilm    1     0     0     0       0     1     0     0
- dilm    1/2   1/2   0     0       1/2   1/2   0     0
- hem     0     0     1     0       0     0     1     0
- ogk     0     0     0     1       0     1     0     0
- dgk     0     1/2   0     1/2     0     1/2   0     1/2
-
- i -> 1 - xFe3A
-
-             xMgA + xMgB
- m -> -------------------------
-      xFeA + xFeB + xMgA + xMgB
-
- Q -> xFeA - xFeB
-
- Qt -> -xTiA + xTiB
- -------------------------------------------------
-#
-
- starting guesses
-  i(ilm) = 0.70483
-  Q(ilm) = 0.53743  range -0.99 <> 0.99  order variable
-
- site fractions
-   xFeA = 1/2 i + 1/2 Q
-   xTiA = 1/2 i - 1/2 Q
-   xFe3A = 1 - i
-   xFeB = 1/2 i - 1/2 Q
-   xTiB = 1/2 i + 1/2 Q
-   xFe3B = 1 - i
-
- proportions
-   oilm = Q
-   dilm = i - Q
-   hm = 1 - i
-
- ideal mixing activities
-  oilm = xFeA^(1/2) xTiB^(1/2)
-  dilm = 2xFeA^(1/4) xTiA^(1/4) xFeB^(1/4) xTiB^(1/4)
-  hm = xFe3A^(1/2) xFe3B^(1/2)
-
- non-ideality by symmetric formalism
-  W(oilm,dilm) = 7.05
-  W(oilm,hm) = 14.3
-  W(dilm,hm) = 7.25
-
- "make" end-members
-  oilm = o-ilm
-  dilm = d-ilm
-  hm = e-hem
-
-
-#
- =================================================================
- epidote: CFASHO
-
- Holland, TJB & Powell, R (2011). An improved and
- extended internally consistent thermodynamic dataset
- for phases of petrological interest, involving a
- new equation of state for solids.
- Journal of Metamorphic Geology, 29, 333-383.
-
- E-m   Formula                Mixing sites
-                             M1       M3
-                             Al Fe3   Al Fe3
- cz    Ca2Al3Si3O12(OH)      1   0    1   0
- ep    Ca2FeAl2Si3O12(OH)    1   0    0   1  - ordered end-member
- fep   Ca2Fe2AlSi3O12(OH)    0   1    0   1
-
- f -> (xFe3M1+xFe3M3)/2
- Q ->  f - xFe3M1   - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  f(ep) = 0.10000
-  Q(ep) = 0.20000  range 0 <> 0.5  order variable
-
- site fractions
-   xFeM1 = f - Q
-   xAlM1 = 1 - f + Q
-   xFeM3 = f + Q
-   xAlM3 = 1 - f - Q
-
- proportions
-   cz = 1 - f - Q
-   ep = 2Q
-   fep = f - Q
-
- ideal mixing activities
-  cz = xAlM1 xAlM3
-  ep = xAlM1 xFeM3
-  fep = xFeM1 xFeM3
-
- non-ideality by symmetric formalism
-  W(cz,ep) = 1
-  W(cz,fep) = 3
-  W(ep,fep) = 1
-
-
-
-#
- =================================================================
- muscovite: NCKFMASHO
-
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286.
-
- coded by axe attack on 14 August 2013
-
-
-  E-m    Formula                                    Mixing sites
-                             A                   M2A                 M2B           T1
-                             K     Na    Ca      Mg    Fe    Al      Al    Fe3     Si    Al
-  mu    KAl3Si3O12(OH)2      1     0     0       0     0     1       1     0       1     1
-  cel   KMgAlSi4O10(OH)2     1     0     0       1     0     0       1     0       2     0
-  fcel  KFeAlSi4O10(OH)2     1     0     0       0     1     0       1     0       2     0
-  pa    NaAl3Si3O10(OH)2     0     1     0       0     0     1       1     0       1     1
-  mam   CaAl4Si2O10(OH)2     0     0     1       0     0     1       1     0       0     2
-  fmu   KAl2FeSi3O12(OH)2    1     0     0       0     0     1       0     1       1     1
-
- x -> xFeM2A/(xFeM2A + xMgM2A)
- y -> xAlM2A
- f -> xFe3M2B
- n -> xNaA
- c -> xCaA
- --------------------------------------------------
-#
-
- starting guesses
-  x(mu) = 0.25000
-  y(mu) = 0.60000
-  f(mu) = 0.17000
-  n(mu) = 0.060000
-  c(mu) = 0.0040000
-
- site fractions
-   xKA = 1 - c - n
-   xNaA = n
-   xCaA = c
-   xMgM2A = 1 - x - y + x y
-   xFeM2A = x + (-x) y
-   xAlM2A = y
-   xAlM2B = 1 - f
-   xFe3M2B = f
-   xSiT1 = 1 - 1/2 c - 1/2 y
-   xAlT1 = 1/2 c + 1/2 y
-
- proportions
-   mu = -c - f - n + y
-   cel = 1 - x - y + x y
-   fcel = x + (-x) y
-   pa = n
-   mam = c
-   fmu = f
-
- ideal mixing activities
-  mu = 4xKA xAlM2A xAlM2B xSiT1 xAlT1
-  cel = xKA xMgM2A xAlM2B xSiT1^2
-  fcel = xKA xFeM2A xAlM2B xSiT1^2
-  pa = 4xNaA xAlM2A xAlM2B xSiT1 xAlT1
-  mam = xCaA xAlM2A xAlM2B xAlT1^2
-  fmu = 4xKA xAlM2A xFe3M2B xSiT1 xAlT1
-
- non-ideality by van laar
-  W(mu,cel) = 0 + 0.2 P
-  W(mu,fcel) = 0 + 0.2 P
-  W(mu,pa) = 10.12 + 0.0034 T + 0.353 P
-  W(mu,mam) = 35
-  W(mu,fmu) = 0
-  W(cel,fcel) = 0
-  W(cel,pa) = 45 + 0.25 P
-  W(cel,mam) = 50
-  W(cel,fmu) = 0
-  W(fcel,pa) = 45 + 0.25 P
-  W(fcel,mam) = 50
-  W(fcel,fmu) = 0
-  W(pa,mam) = 15
-  W(pa,fmu) = 30
-  W(mam,fmu) = 35
-
-  v(mu) = 0.63
-  v(cel) = 0.63
-  v(fcel) = 0.63
-  v(pa) = 0.37
-  v(mam) = 0.63
-  v(fmu) = 0.63
-
- "make" end-members
-  mam = ma + 6.5  (mod)
-  fmu = 1/2 andr - 1/2 gr + mu + 25  (make)
-
-
-
-#
- =================================================================
- biotite: KFMASHTO
-
- Variant on the model of
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286
- (some changes to W and DQF values).
-
-
- E-m    Formula                                      Mixing sites
-                            M3                              M12           T             V
-                            Mg    Fe    Fe3   Ti    Al      Mg    Fe      Si    Al      OH    O
- phl   KMg3AlSi3O10(OH)2    1     0     0     0     0       2     0       1     1       2     0
- annm  KFe3AlSi3O10(OH)2    0     1     0     0     0       0     2       1     1       2     0
- obi   KMg2Fe1AlSi3O10(OH)2 0     1     0     0     0       2     0       1     1       2     0  - ordered intermediate
- east  KMg2Al3Si2O10(OH)2   0     0     0     0     1       2     0       0     2       2     0
- tbi   KMg2AlSi3TiO12       0     0     0     1     0       2     0       1     1       0     2
- fbi   KMg2Al2FeSi2O10(OH)2 0     0     1     0     0       2     0       0     2       2     0
-
-
- x -> (2 xFeM12 + xFeM3)/(2 xFeM12 + xFeM3 + 2 xMgM12 + xMgM3)
- y -> xAlM3
- f -> xFe3M3
- t -> xTiM3
- Q -> 3 (x - xFeM12)  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(bi) = 0.35000
-  y(bi) = 0.25000
-  f(bi) = 0.040000
-  t(bi) = 0.17000
-  Q(bi) = 0.25000  order variable
-
- site fractions
-   xMgM3 = 1 - f - t - x - y - 2/3 Q + f x + t x + x y
-   xFeM3 = x + 2/3 Q + (-f) x + (-t) x + (-x) y
-   xFe3M3 = f
-   xTiM3 = t
-   xAlM3 = y
-   xMgM12 = 1 + 1/3 Q - x
-   xFeM12 = -1/3 Q + x
-   xSiT = 1/2 - 1/2 f - 1/2 y
-   xAlT = 1/2 + 1/2 f + 1/2 y
-   xOHV = 1 - t
-   xOV = t
-
- proportions
-   phl = 1 - f - t - x - y - 2/3 Q + f x + t x + x y
-   annm = -1/3 Q + x
-   obi = Q + (-f) x + (-t) x + (-x) y
-   east = y
-   tbi = t
-   fbi = f
-
- ideal mixing activities
-  phl = 4xMgM3 xMgM12^2 xSiT xAlT xOHV^2
-  annm = 4xFeM3 xFeM12^2 xSiT xAlT xOHV^2
-  obi = 4xFeM3 xMgM12^2 xSiT xAlT xOHV^2
-  east = xAlM3 xMgM12^2 xAlT^2 xOHV^2
-  tbi = 4xTiM3 xMgM12^2 xSiT xAlT xOV^2
-  fbi = xFe3M3 xMgM12^2 xAlT^2 xOHV^2
-
- non-ideality by symmetric formalism
-  W(phl,annm) = 12
-  W(phl,obi) = 4
-  W(phl,east) = 10
-  W(phl,tbi) = 30
-  W(phl,fbi) = 8
-  W(annm,obi) = 8
-  W(annm,east) = 5
-  W(annm,tbi) = 32
-  W(annm,fbi) = 13.6
-  W(obi,east) = 7
-  W(obi,tbi) = 24
-  W(obi,fbi) = 5.6
-  W(east,tbi) = 40
-  W(east,fbi) = 1
-  W(tbi,fbi) = 40
-
- "make" end-members
-  annm = ann - 6  (mod)
-  obi = 1/3 ann + 2/3 phl - 6  (od)
-  tbi = - br + phl + ru + 55  (make)
-  fbi = 1/2 andr + east - 1/2 gr - 3  (make)
-
-
-
-#
- =================================================================
- chlorite: FMASHO
-
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286.
-
- coded by axe attack on 14 August 2013
-
-  E-m    Formula                                    Mixing sites
-                             M1            M23       M4                  T2
-                             Mg  Fe  Al    Mg  Fe    Mg  Fe  Fe3 Al    Si  Al
- clin    Mg5Al2Si3O10(OH)8   1   0   0     4   0     0   0   0   1     1   1
- afchl   Mg6Si4O10(OH)8      1   0   0     4   0     1   0   0   0     2   0
- ames    Mg4Al4Si2O10(OH)8   0   0   1     4   0     0   0   0   1     0   2
- daph    Fe5Al2Si3O10(OH)8   0   1   0     0   4     0   0   0   1     1   1
- ochl1   Fe5MgSi4O10(OH)8    1   0   0     0   4     0   1   0   0     2   0    - ordered intermediate
- ochl4   FeMg5Si4O10(OH)8    0   1   0     4   0     1   0   0   0     2   0    - ordered intermediate
- f3clin  Mg5AlFeSi3O10(OH)8  1   0   0     4   0     0   0   1   0     1   1
-
- x -> (xFeM1 + 4 xFeM23 + xFeM4)/(xFeM1 + 4 xFeM23 + xFeM4 + xMgM1 + 4 xMgM23 + xMgM4)
- y -> (xAlM1 + xAlM4)/2
- f -> xFe3M4
- QAl -> (xAlM4 - xAlM1)/2                 - order variable
- Q1 -> x - xFeM1/(xFeM1 + xMgM1)          - order variable
- Q4 -> x - xFeM4/(xFeM4 + xMgM4)          - order variable
- -------------------------------------------------
-#
-
- starting guesses
-  x(chl) = 0.30000
-  y(chl) = 0.55000
-  f(chl) = 0.050000
-  QAl(chl) = 0.42000  range -1 <> 1  order variable
-  Q1(chl) = -0.18000  range -1 <> 1  order variable
-  Q4(chl) = -0.26000  range -1 <> 1  order variable
-
- site fractions
-   xMgM1 = 1 + Q1 + QAl - x - y + Q1 QAl + (-QAl) x + (-Q1) y + x y
-   xFeM1 = -Q1 + x + (-Q1) QAl + QAl x + Q1 y + (-x) y
-   xAlM1 = -QAl + y
-   xMgM23 = 1 - 1/4 Q1 - 1/4 Q4 - x + 1/4 f Q4 + (-1/4 Q1) QAl + 1/4 Q4 QAl + 1/4 Q1 y + 1/4 Q4 y
-   xFeM23 = 1/4 Q1 + 1/4 Q4 + x + (-1/4 f) Q4 + 1/4 Q1 QAl + (-1/4 Q4) QAl + (-1/4 Q1) y + (-1/4 Q4) y
-   xMgM4 = 1 - f + Q4 - QAl - x - y + (-f) Q4 + (-Q4) QAl + f x + QAl x + (-Q4) y + x y
-   xFeM4 = -Q4 + x + f Q4 + Q4 QAl + (-f) x + (-QAl) x + Q4 y + (-x) y
-   xFe3M4 = f
-   xAlM4 = QAl + y
-   xSiT2 = 1 - 1/2 f - y
-   xAlT2 = 1/2 f + y
-
- proportions
-   clin = -1/4 Q1 + 2QAl - 5/4 Q4 + 5/4 f Q4 + (-1/4 Q1) QAl + 5/4 Q4 QAl + (-f) x + (-QAl) x + 1/4 Q1 y + 5/4 Q4 y + (-x) y
-   afchl = 1 - f - QAl - y - 2x + 5/4 Q1 + 9/4 Q4 + (-9/4 f) Q4 + 5/4 Q1 QAl + (-9/4 Q4) QAl + 2f x + QAl x + (-5/4 Q1) y + (-9/4 Q4) y + 3x y
-   ames = -QAl + y
-   daph = 1/4 Q1 + 5/4 Q4 + (-5/4 f) Q4 + 1/4 Q1 QAl + (-5/4 Q4) QAl + f x + QAl x + (-1/4 Q1) y + (-5/4 Q4) y + x y
-   ochl1 = -Q4 + x + f Q4 + Q4 QAl + (-f) x + (-QAl) x + Q4 y + (-x) y
-   ochl4 = x - 5/4 Q1 - 5/4 Q4 + 5/4 f Q4 + (-5/4 Q1) QAl + 5/4 Q4 QAl + (-f) x + 5/4 Q1 y + 5/4 Q4 y + (-2x) y
-   f3clin = f
-
- ideal mixing activities
-  clin = 4xMgM1 xMgM23^4 xAlM4 xSiT2 xAlT2
-  afchl = xMgM1 xMgM23^4 xMgM4 xSiT2^2
-  ames = xAlM1 xMgM23^4 xAlM4 xAlT2^2
-  daph = 4xFeM1 xFeM23^4 xAlM4 xSiT2 xAlT2
-  ochl1 = xMgM1 xFeM23^4 xFeM4 xSiT2^2
-  ochl4 = xFeM1 xMgM23^4 xMgM4 xSiT2^2
-  f3clin = 4xMgM1 xMgM23^4 xFe3M4 xSiT2 xAlT2
-
- non-ideality by symmetric formalism
-  W(clin,afchl) = 17
-  W(clin,ames) = 17
-  W(clin,daph) = 20
-  W(clin,ochl1) = 30
-  W(clin,ochl4) = 21
-  W(clin,f3clin) = 2
-  W(afchl,ames) = 16
-  W(afchl,daph) = 37
-  W(afchl,ochl1) = 20
-  W(afchl,ochl4) = 4
-  W(afchl,f3clin) = 15
-  W(ames,daph) = 30
-  W(ames,ochl1) = 29
-  W(ames,ochl4) = 13
-  W(ames,f3clin) = 19
-  W(daph,ochl1) = 18
-  W(daph,ochl4) = 33
-  W(daph,f3clin) = 22
-  W(ochl1,ochl4) = 24
-  W(ochl1,f3clin) = 28.6
-  W(ochl4,f3clin) = 19
-
- "make" end-members
-  ochl1 = afchl - clin + daph + 3  (od)
-  ochl4 = afchl - 1/5 clin + 1/5 daph + 2.4  (od)
-  f3clin = clin - 1/2 gr + 1/2 andr + 2  (make)
\ No newline at end of file
diff --git a/ref_database/TC_634/tc-ds634.txt b/ref_database/TC_634/tc-ds634.txt
deleted file mode 100755
index 71afca95..00000000
--- a/ref_database/TC_634/tc-ds634.txt
+++ /dev/null
@@ -1,3019 +0,0 @@
- 291    don't fiddle with the numbers: you'll BREAK the dataset...
-  
-5
-      fo   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2172.45   0.09510   4.3660
-         0.2333    0.000001494    -603.8   -1.8697
-         0.0000285  1285.00     3.84   -0.00300    0
-      fa   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1477.52   0.15100   4.6310
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000282  1256.00     4.68   -0.00370    0
-    teph   2  6   2.0000  1   1.0000 10   4.0000  0
-         -1733.86   0.15590   4.8990
-         0.2196    0.000000000   -1292.7   -1.3083
-         0.0000286  1256.00     4.68   -0.00370    0
-     lrn   2  7   2.0000  1   1.0000 10   4.0000  0
-         -2306.86   0.12760   5.1600
-         0.2475   -0.000003206       0.0   -2.0519
-         0.0000290   985.00     4.07   -0.00410    1   1710   0.01003    0.0500
-    mont   1  7   1.0000  5   1.0000  1   1.0000 10   4.0000  0
-         -2251.16   0.10950   5.1480
-         0.2507   -0.000010433    -797.2   -1.9961
-         0.0000287  1134.00     3.87   -0.00340    0
-    chum   8  5   9.0000  1   4.0000 10  18.0000 11   2.0000  0
-         -9613.02   0.44050  19.8010
-         1.0710   -0.000016533   -7899.6   -7.3739
-         0.0000320  1199.00     4.58   -0.00380    0
-    chdr   5  5   5.0000  1   2.0000 10  10.0000 11   2.0000  0
-         -5254.66   0.26000  11.0840
-         0.6250   -0.000001088   -2259.9   -4.9107
-         0.0000182  1161.00     4.80   -0.00410    0
-     mwd   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2138.03   0.09390   4.0510
-         0.2087    0.000003942   -1709.5   -1.3028
-         0.0000237  1726.00     3.84   -0.00220    0
-     fwd   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1467.69   0.14600   4.3210
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000273  1690.00     4.35   -0.00260    0
-     mrw   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2126.78   0.09000   3.9490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1781.00     4.35   -0.00240    0
-     frw   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1471.52   0.14000   4.2030
-         0.1668    0.000042610   -1705.4   -0.5414
-         0.0000222  1977.00     4.92   -0.00250    0
-     mpv   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1442.17   0.06260   2.4450
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2510.00     4.14   -0.00160    0
-     fpv   1  4   1.0000  1   1.0000 10   3.0000  0
-         -1082.71   0.09500   2.5340
-         0.1332    0.000010830   -3661.4   -0.3147
-         0.0000187  2810.00     4.14   -0.00160    0
-     apv   2  3   2.0000 10   3.0000  0
-         -1619.61   0.05180   2.5400
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2030.00     4.00   -0.00200    0
-     npv   2  8   0.5000  3   0.5000  1   1.0000 10   3.0000  0
-         -1365.00   0.06300   2.3340
-         0.1350    0.000008460   -1850.3   -0.6008
-         0.0000180  2030.00     4.00   -0.00200    0
-     ppv   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1418.49   0.06040   2.4420
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2312.00     4.00   -0.00160    0
-     cpv   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1533.53   0.07450   2.7450
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000200  2360.00     3.90   -0.00160    0
-     mak   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1489.55   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00220    0
-     fak   1  4   1.0000  1   1.0000 10   3.0000  0
-         -1142.11   0.09150   2.7600
-         0.1003    0.000013328   -4364.9    0.4198
-         0.0000212  2180.00     4.55   -0.00220    0
-     maj   3  5   4.0000  1   4.0000 10  12.0000  0
-         -6041.73   0.26020  11.4570
-         0.7136   -0.000000997   -1158.2   -6.6223
-         0.0000183  1600.00     4.56   -0.00280    0
-    nagt   3  8   1.0000  3   1.0000  5   2.0000  1   4.0000 10  12.0000  0
-         -5985.00   0.26060  11.0900
-         0.6208    0.000011200   -3755.9   -4.4213
-         0.0000210  1700.00     4.00   -0.00230    0
-      py   3  5   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -6284.62   0.26700  11.3130
-         0.6335    0.000000000   -5196.1   -4.3152
-         0.0000237  1743.00     4.05   -0.00230    0
-     alm   3  4   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -5267.57   0.33670  11.5250
-         0.7162   -0.000012410   -3160.8   -5.8635
-         0.0000212  1900.00     2.98   -0.00160    0
-    spss   3  6   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -5692.30   0.33530  11.7920
-         0.6469    0.000000000   -4525.8   -4.4528
-         0.0000227  1740.00     6.68   -0.00380    0
-      gr   3  7   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -6642.90   0.25500  12.5350
-         0.6260    0.000000000   -5779.2   -4.0029
-         0.0000220  1720.00     5.53   -0.00320    0
-    andr   3  7   3.0000  4   2.0000  1   3.0000 10  12.0000  0
-         -5768.85   0.31640  13.2040
-         0.6386    0.000000000   -4955.1   -3.9892
-         0.0000286  1588.00     5.68   -0.00360    0
-     ski   3  4   5.0000  1   3.0000 10  12.0000  0
-         -4331.14   0.40340  12.1440
-         0.6899    0.000000000   -2948.6   -5.0303
-         0.0000285  1574.00     6.70   -0.00430    0
-    knor   3  5   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-         -5701.11   0.30200  11.7380
-         0.6130    0.000003606   -4178.0   -3.7294
-         0.0000237  1534.00     4.34   -0.00280    0
-      uv   3  7   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-         -6057.52   0.32090  13.0770
-         0.6051    0.000003606   -4760.6   -3.4171
-         0.0000220  1620.00     4.70   -0.00290    0
-    osma   2  9   1.0000  5   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-        -14896.00   0.75500  37.8930
-         1.5407   -0.000011359  -10339.0  -11.6990
-         0.0000047  1290.00     4.10   -0.00310    0
-    osmm   3  9   1.0000  5   3.0000  3   3.0000  1  11.0000 10  30.0000  0
-        -14786.28   0.74000  38.4400
-         1.5255   -0.000010267  -10538.0  -11.3370
-         0.0000047  1290.00     4.10   -0.00310    0
-    osfa   1  9   1.0000  4   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-        -14215.33   0.78000  38.4500
-         1.5586   -0.000011359   -9476.5  -11.8450
-         0.0000049  1290.00     4.10   -0.00310    0
-     vsv   1  7  19.0000  5   2.0000  3  11.0000  1  18.0000 10  78.0000 11   9.0000  0
-        -42345.18   1.89000  85.2000
-         4.4880   -0.000057952  -22269.3  -33.4780
-         0.0000275  1255.00     4.80   -0.00380    0
-     and   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2588.56   0.09270   5.1530
-         0.2773   -0.000006588   -1914.1   -2.2656
-         0.0000181  1442.00     6.89   -0.00480    0
-      ky   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2592.86   0.08350   4.4140
-         0.2794   -0.000007124   -2055.6   -2.2894
-         0.0000192  1601.00     4.05   -0.00250    0
-    sill   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2585.66   0.09540   4.9860
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000112  1640.00     5.06   -0.00310    2   4.75 0.0100   4.75 0.0100     1   0.25
-    smul   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2569.21   0.10150   4.9870
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000136  1740.00     4.00   -0.00230    0
-    amul   2  3   2.5000  1   0.5000 10   4.7500  0
-         -2485.87   0.11300   5.0830
-         0.2448    0.000000968   -2533.3   -1.6416
-         0.0000136  1740.00     4.00   -0.00230    0
-     tpz   1  3   2.0000  1   1.0000 10   6.0000 11   2.0000  0
-         -2898.70   0.10050   5.3390
-         0.3517   -0.000011200   -3908.0   -2.5118
-         0.0000157  1315.00     4.06   -0.00310    0
-     mst   4  5   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -25122.57   0.91000  44.2600
-         2.8205   -0.000059366  -13774.0  -24.1260
-         0.0000181  1684.00     4.05   -0.00240    0
-     fst   4  4   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -23755.28   1.01000  44.8800
-         2.8800   -0.000056595  -10642.0  -25.3730
-         0.0000183  1800.00     4.76   -0.00260    0
-    mnst   4  6   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -24242.30   1.03400  45.4600
-         2.8733   -0.000089064  -12688.0  -24.7490
-         0.0000209  1800.00     4.76   -0.00260    0
-    mctd   1  5   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3549.14   0.14600   6.8750
-         0.4174   -0.000003771   -2920.6   -3.4178
-         0.0000263  1456.00     4.06   -0.00280    0
-    fctd   1  4   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3208.54   0.16700   6.9800
-         0.4161   -0.000003477   -2835.9   -3.3603
-         0.0000280  1456.00     4.06   -0.00280    0
-   mnctd   1  6   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3335.44   0.16600   7.1750
-         0.4644   -0.000012654   -1147.2   -4.3410
-         0.0000260  1456.00     4.06   -0.00280    0
-    merw   1  7   3.0000  5   1.0000  1   2.0000 10   8.0000  0
-         -4545.54   0.25310   9.8470
-         0.4175    0.000008117   -2923.0   -2.3203
-         0.0000319  1200.00     4.07   -0.00340    0
-     spu   5  7   5.0000  1   2.0000 12   1.0000 10  11.0000  0
-         -5846.59   0.33200  14.6970
-         0.6141   -0.000003508   -2493.1   -4.1680
-         0.0000340   950.00     4.09   -0.00430    0
-      zo   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6896.17   0.29800  13.5750
-         0.6620    0.000010416   -6006.4   -4.2607
-         0.0000312  1044.00     4.00   -0.00380    0
-      cz   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6895.41   0.30100  13.6300
-         0.6309    0.000013693   -6645.8   -3.7311
-         0.0000233  1197.00     4.07   -0.00340    0
-      ep   2  7   2.0000  3   2.0000  4   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6473.67   0.31500  13.9200
-         0.6133    0.000022070   -7160.0   -2.9877
-         0.0000234  1340.00     4.00   -0.00300    0
-     fep   2  7   2.0000  3   1.0000  4   2.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6028.04   0.32900  14.2100
-         0.5847    0.000030447   -7674.2   -2.2443
-         0.0000231  1513.00     4.00   -0.00260    0
-     pmt   2  7   2.0000  3   2.0000  6   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6542.56   0.34000  13.8200
-         0.5698    0.000027790   -5442.9   -2.8126
-         0.0000238  1197.00     4.07   -0.00340    0
-     law   1  7   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4868.57   0.22900  10.1320
-         0.6878    0.000001566     375.9   -7.1792
-         0.0000265  1229.00     5.45   -0.00440    0
-     mpm   4  7   4.0000  3   5.0000  5   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -14386.61   0.62900  29.5500
-         1.7208   -0.000024928   -5998.7  -14.6203
-         0.0000248  1615.00     4.05   -0.00250    0
-     fpm   4  7   4.0000  3   5.0000  4   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -14034.11   0.65700  29.6800
-         1.7372   -0.000024582   -5161.1  -14.9630
-         0.0000249  1615.00     4.05   -0.00250    0
-     jgd   4  7   4.0000  4   6.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -11808.84   0.83000  31.0800
-         1.7954   -0.000037986   -4455.7  -14.8880
-         0.0000249  1615.00     4.05   -0.00250    0
-     geh   1  7   2.0000  3   2.0000  1   1.0000 10   7.0000  0
-         -3992.13   0.19850   9.0240
-         0.4057   -0.000007099   -1188.3   -3.1744
-         0.0000223  1080.00     4.08   -0.00380    2   7.51 0.0900   7.50 0.0900     1   0.80
-      ak   1  7   2.0000  5   1.0000  1   2.0000 10   7.0000  0
-         -3865.49   0.21250   9.2540
-         0.3854    0.000003209    -247.5   -2.8899
-         0.0000257  1420.00     4.06   -0.00290    0
-     rnk   3  7   3.0000  1   2.0000 10   7.0000  0
-         -3943.74   0.21000   9.6510
-         0.3723   -0.000002893   -2462.4   -2.1813
-         0.0000328   950.00     4.09   -0.00430    0
-      ty   5  7   5.0000  1   2.0000 12   2.0000 10  13.0000  0
-         -6367.93   0.39000  17.0390
-         0.7417   -0.000005345   -1434.6   -5.8785
-         0.0000342   950.00     4.09   -0.00430    0
-     crd   1  5   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -9163.13   0.40410  23.3220
-         0.9061    0.000000000   -7902.0   -6.2934
-         0.0000068  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-    hcrd   1  5   2.0000  3   4.0000  1   5.0000 10  19.0000 11   2.0000  0
-         -9448.14   0.48300  23.3220
-         0.9553    0.000000000   -8352.6   -6.3012
-         0.0000067  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-    fcrd   2  4   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -8444.00   0.46100  23.7100
-         0.9240    0.000000000   -7039.4   -6.4396
-         0.0000067  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-   mncrd   1  6   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -8692.11   0.47300  24.0270
-         0.8865    0.000000000   -8840.0   -5.5904
-         0.0000069  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-     phA   7  5   7.0000  1   2.0000 10  14.0000 11   6.0000  0
-         -7129.51   0.35050  15.4220
-         0.9620   -0.000011521   -4517.8   -7.7247
-         0.0000355  1450.00     4.06   -0.00280    0
-     phD   1  5   1.0000  1   2.0000 10   6.0000 11   2.0000  0
-         -2670.13   0.11120   5.1030
-         0.2946    0.000007944   -5008.7   -1.3355
-         0.0000379  1650.00     5.00   -0.00300    0
-     phE   1  5   2.4000  1   1.2000 10   6.0000 11   2.4000  0
-         -2931.12   0.16900   6.4350
-         0.3974   -0.000003533   -1344.4   -3.2902
-         0.0000379   930.00     5.00   -0.00540    0
-     shB  10  5  10.0000  1   3.0000 10  18.0000 11   4.0000  0
-         -9477.28   0.39600  18.6150
-         1.0777    0.000000642   -7407.4   -7.4287
-         0.0000356  1320.00     5.30   -0.00391    0
-     sph   1  7   1.0000  2   1.0000  1   1.0000 10   5.0000  0
-         -2596.81   0.12920   5.5650
-         0.2279    0.000002924   -3539.5   -0.8943
-         0.0000158  1017.00     9.85   -0.00970    1    485   0.00040    0.0050
-    cstn   1  7   1.0000  1   2.0000 10   5.0000  0
-         -2482.85   0.09950   4.8180
-         0.2056    0.000006034   -5517.7   -0.3526
-         0.0000158  1782.00     4.00   -0.00220    0
-     zrc   2 16   1.0000  1   1.0000 10   4.0000  0
-         -2035.16   0.08303   3.9260
-         0.2320   -0.000014405       0.0   -2.2382
-         0.0000125  2301.00     4.04   -0.00180    0
-     zrt   2 16   1.0000  2   1.0000 10   4.0000  0
-         -1993.60   0.10280   4.4200
-         0.2146   -0.000008226     190.3   -1.8204
-         0.0000125  2301.00     4.04   -0.00180    0
-     tcn   2  2   1.0000  1   1.0000 10   4.0000  0
-         -1763.15   0.08100   3.4930
-         0.2086   -0.000003669     113.0   -1.9069
-         0.0000125  2301.00     4.04   -0.00180    0
-      en   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3089.93   0.13250   6.2620
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000227  1059.00     8.65   -0.00820    0
-    pren   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3084.26   0.13700   6.4760
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000230  1059.00     8.65   -0.00820    0
-     cen   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3090.81   0.13200   6.2640
-         0.3060   -0.000003793   -3041.7   -1.8521
-         0.0000211  1059.00     8.65   -0.00820    0
-     hen   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3082.43   0.13170   6.0990
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000226  1500.00     5.50   -0.00360    0
-     hfs   1  4   2.0000  1   2.0000 10   6.0000  0
-         -2380.57   0.18900   6.4050
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000237  1500.00     5.50   -0.00360    0
-      fs   2  4   2.0000  1   2.0000 10   6.0000  0
-         -2388.52   0.18990   6.5920
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000326  1010.00     4.08   -0.00400    0
-    mgts   1  5   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-         -3200.57   0.12850   6.0500
-         0.3714   -0.000004082    -398.4   -3.5471
-         0.0000217  1028.00     8.55   -0.00830    0
-      di   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-         -3201.76   0.14290   6.6190
-         0.3145    0.000000041   -2745.9   -2.0201
-         0.0000273  1192.00     5.19   -0.00440    0
-     hed   2  7   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-         -2841.97   0.17500   6.7950
-         0.3402    0.000000812   -1047.8   -2.6467
-         0.0000238  1192.00     3.97   -0.00330    0
-      jd   1  8   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3025.36   0.13350   6.0400
-         0.3194    0.000003616   -1173.9   -2.4695
-         0.0000210  1281.00     3.81   -0.00300    0
-     kjd   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -2932.70   0.14124   6.4790
-         0.3162    0.000006905    -905.3   -2.4890
-         0.0000273  1450.00     5.00   -0.00340    0
-     acm   1  8   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-         -2583.31   0.17060   6.4590
-         0.3071    0.000016758   -1685.5   -2.1258
-         0.0000211  1060.00     4.08   -0.00380    0
-     kos   1  8   1.0000 19   1.0000  1   2.0000 10   6.0000  0
-         -2744.89   0.14965   6.3090
-         0.3092    0.000005419    -664.6   -2.1766
-         0.0000194  1308.00     3.00   -0.00230    0
-    cats   1  7   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-         -3310.02   0.13500   6.3560
-         0.3476   -0.000006974   -1781.6   -2.7575
-         0.0000208  1192.00     5.19   -0.00440    2   3.80 0.0100   3.80 0.0100     1   0.25
-    caes   1  7   0.5000  3   1.0000  1   2.0000 10   6.0000  0
-         -2997.68   0.12360   6.0500
-         0.3582   -0.000010213    -880.5   -3.3522
-         0.0000231  1192.00     5.19   -0.00440    0
-    rhod   1  6   1.0000  1   1.0000 10   3.0000  0
-         -1322.28   0.10050   3.4940
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000281   840.00     4.00   -0.00480    0
-    pxmn   1  6   1.0000  1   1.0000 10   3.0000  0
-         -1323.07   0.09930   3.4720
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000280   840.00     4.00   -0.00480    0
-      wo   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1633.74   0.08250   3.9930
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000254   795.00     4.10   -0.00520    0
-    pswo   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1627.94   0.08780   4.0080
-         0.1578    0.000000000    -967.3   -1.0754
-         0.0000285  1100.00     4.08   -0.00370    0
-     wal   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1625.57   0.08450   3.7633
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000320   860.00     4.00   -0.00470    0
-      tr   2  7   2.0000  5   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12304.22   0.55300  27.2700
-         1.2602    0.000003830  -11455.0   -8.2376
-         0.0000261   762.00     4.10   -0.00540    0
-    fact   5  7   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10503.50   0.71000  28.4200
-         1.2900    0.000029992   -8447.5   -8.9470
-         0.0000288   760.00     4.10   -0.00540    0
-      ts   2  7   2.0000  5   3.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12553.86   0.53300  26.7390
-         1.2448    0.000024348  -11965.0   -8.1121
-         0.0000266   760.00     4.10   -0.00540    0
-    parg   4  8   1.0000  7   2.0000  5   4.0000  3   3.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12664.63   0.63500  27.1900
-         1.2802    0.000022997  -12359.5   -8.0658
-         0.0000280   912.00     4.09   -0.00450    0
-      gl   2  8   2.0000  5   3.0000  3   2.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -11955.86   0.53000  25.9800
-         1.7175   -0.000121070    7075.0  -19.2720
-         0.0000158   883.00     4.09   -0.00460    0
-     fgl   3  8   2.0000  3   2.0000  4   3.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10879.51   0.62400  26.5900
-         1.7629   -0.000118992    9423.7  -20.2071
-         0.0000183   890.00     4.09   -0.00460    0
-     nyb   5  8   3.0000  5   3.0000  3   3.0000  1   7.0000 10  24.0000 11   2.0000  0
-        -12165.33   0.62200  26.3140
-         1.7452   -0.000112162    6425.5  -19.1630
-         0.0000220   910.00     4.09   -0.00450    0
-    rieb   2  8   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10024.05   0.69500  27.4900
-         1.7873   -0.000124882    9627.1  -20.2755
-         0.0000181   890.00     4.09   -0.00460    0
-    anth   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12065.79   0.53700  26.5400
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00590    0
-   fanth   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-         -9623.83   0.72500  27.8700
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   700.00     4.11   -0.00590    0
-    cumm   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12063.64   0.53800  26.3300
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00590    0
-    grun   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-         -9606.39   0.73500  27.8400
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   648.00     4.12   -0.00640    0
-     ged   5  5   5.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12306.55   0.53500  25.9560
-         1.3077    0.000023642   -9307.4   -9.7990
-         0.0000241   700.00     4.11   -0.00590    0
-    spr4   4  5   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-        -11019.89   0.42550  19.9000
-         1.1331   -0.000007596   -8816.6   -8.1806
-         0.0000205  2500.00     4.04   -0.00160    0
-    spr5   4  5   3.0000  3  10.0000  1   1.0000 10  20.0000  0
-        -11134.52   0.41950  19.7500
-         1.1034    0.000001015  -10957.0   -7.4092
-         0.0000206  2500.00     4.04   -0.00160    0
-    fspr   4  4   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-         -9657.66   0.48500  19.9230
-         1.1329   -0.000007348  -10420.2   -7.0366
-         0.0000196  2500.00     4.04   -0.00170    0
-    mcar   1  5   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4770.91   0.22150  10.5900
-         0.6830   -0.000014054     291.0   -6.9764
-         0.0000243   525.00     4.14   -0.00790    0
-    fcar   1  4   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4411.67   0.25110  10.6950
-         0.6866   -0.000012415     186.0   -6.8840
-         0.0000221   525.00     4.14   -0.00790    0
-    deer  12  4  18.0000  1  12.0000 10  50.0000 11  10.0000  0
-        -18339.78   1.65000  55.7400
-         3.1644   -0.000027883   -5039.1  -26.7210
-         0.0000275   630.00     4.12   -0.00650    0
-      mu   2  9   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5976.52   0.29200  14.0830
-         0.7564   -0.000019840   -2170.0   -6.9792
-         0.0000307   490.00     4.15   -0.00850    0
-     cel   1  9   1.0000  5   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5834.98   0.29000  13.9570
-         0.7412   -0.000018748   -2368.8   -6.6169
-         0.0000307   700.00     4.11   -0.00590    0
-    fcel   1  9   1.0000  4   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5468.88   0.33000  14.0700
-         0.7563   -0.000019147   -1586.1   -6.9287
-         0.0000318   700.00     4.11   -0.00590    0
-      pa   1  8   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5942.65   0.27700  13.2110
-         0.8030   -0.000031580     217.0   -8.1510
-         0.0000370   515.00     6.51   -0.01260    0
-      ma   1  7   1.0000  3   4.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -6241.92   0.26500  12.9640
-         0.7444   -0.000016800   -2074.4   -6.7832
-         0.0000233  1000.00     4.08   -0.00410    0
-     phl   2  9   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6214.56   0.32600  14.9640
-         0.7703   -0.000036939   -2328.9   -6.5316
-         0.0000380   513.00     7.33   -0.01430    0
-     ann   3  9   1.0000  4   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5141.04   0.42000  15.4320
-         0.8157   -0.000034861      19.8   -7.4667
-         0.0000380   513.00     7.33   -0.01430    0
-     fbi   3  9   1.0000  4   1.0000  5   2.0000  3   2.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -5896.08   0.34870  15.0725
-         0.7918   -0.000038031   -1718.3   -6.8869
-         0.0000380   513.00     7.33   -0.01430    0
-     obi   2  9   1.0000  5   2.0000  4   1.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5862.62   0.35733  15.1200
-         0.7854   -0.000036246   -1546.0   -6.8433
-         0.0000380   513.00     7.33   -0.01430    0
-    mnbi   2  9   1.0000  6   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5475.44   0.43300  15.2640
-         0.8099   -0.000059213   -1514.4   -6.9987
-         0.0000380   530.00     7.33   -0.01430    0
-    east   2  9   1.0000  5   2.0000  3   3.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -6329.98   0.31800  14.7380
-         0.7855   -0.000038031   -2130.3   -6.8937
-         0.0000380   530.00     7.33   -0.01430    0
-    naph   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6164.58   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01430    0
-     tan   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5899.75   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-    clin   2  5   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -8908.79   0.43700  21.1400
-         1.1708   -0.000001508   -3825.8  -10.3150
-         0.0000204   870.00     4.09   -0.00470    0
-    ames   2  5   4.0000  3   4.0000  1   2.0000 10  18.0000 11   8.0000  0
-         -9039.76   0.41200  20.7100
-         1.1860   -0.000002599   -3627.2  -10.6770
-         0.0000200   870.00     4.09   -0.00470    0
-   afchl   2  5   6.0000  1   4.0000 10  18.0000 11   8.0000  0
-         -8727.82   0.43900  21.5700
-         1.1550   -0.000000417   -4024.4   -9.9529
-         0.0000204   870.00     4.09   -0.00470    0
-    daph   3  4   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7118.39   0.58400  21.6200
-         1.1920   -0.000005940   -4826.4   -9.7683
-         0.0000227   870.00     4.09   -0.00470    0
-   mnchl   2  6   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7698.97   0.59500  22.5900
-         1.1365   -0.000005243   -5548.1   -8.9115
-         0.0000223   870.00     4.09   -0.00470    0
-     sud   2  5   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -8626.32   0.39500  20.3000
-         1.4361   -0.000048749   -2748.5  -13.7640
-         0.0000199   870.00     4.09   -0.00470    0
-    fsud   2  4   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7900.37   0.45600  20.4000
-         1.4663   -0.000047365   -1182.8  -14.3880
-         0.0000208   870.00     4.09   -0.00470    0
-     prl   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5640.64   0.23900  12.8040
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02710    0
-      ta   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5896.70   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-     fta   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -4799.14   0.35200  14.2250
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01440    0
-    tats   2  5   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6000.79   0.25900  13.5100
-         0.5495    0.000036324   -8606.6   -2.5153
-         0.0000180   430.00     6.17   -0.01440    0
-     tap   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5649.53   0.23500  13.4500
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02710    0
-     nta   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6163.41   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01430    0
-    minn   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -4818.89   0.35500  14.8510
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01440    0
-    minm   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5865.70   0.26390  14.2910
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-     kao   2  3   2.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4122.08   0.20370   9.9340
-         0.4367   -0.000034295   -4055.9   -2.6991
-         0.0000251   645.00     4.12   -0.00640    0
-     pre   1  7   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6202.04   0.29280  14.0260
-         0.7249   -0.000013865   -2059.0   -6.3239
-         0.0000158  1093.00     4.01   -0.00370    0
-    fpre   1  7   2.0000  3   1.0000  4   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5766.47   0.32000  14.8000
-         0.7371   -0.000016810   -1957.3   -6.3581
-         0.0000158  1093.00     4.01   -0.00370    0
-     chr   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4360.72   0.22130  10.7460
-         0.6247   -0.000020770   -1721.8   -5.6194
-         0.0000220   628.00     4.00   -0.00640    0
-     liz   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4368.91   0.21200  10.6450
-         0.6147   -0.000020770   -1721.8   -5.6194
-         0.0000220   710.00     3.20   -0.00450    0
-     glt   3  4   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -3297.37   0.31000  11.9800
-         0.5764    0.000002984   -3757.0   -4.1662
-         0.0000228   630.00     4.00   -0.00630    0
-    fstp   5  9   0.5000  4   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-        -12550.93   0.93020  37.2390
-         1.9443   -0.000012289   -4840.2  -16.6350
-         0.0000368   513.00     7.33   -0.01430    0
-    mstp   5  9   0.5000  5   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-        -14286.40   0.84740  36.5770
-         1.8622   -0.000014018   -8983.1  -14.9230
-         0.0000371   513.00     7.33   -0.01430    0
-     atg  48  5  48.0000  1  34.0000 10 147.0000 11  62.0000  0
-        -71399.94   3.62000 175.4800
-         9.6210   -0.000091183  -35941.6  -83.0342
-         0.0000280   631.00     5.92   -0.00940    0
-      ab   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3935.30   0.20740  10.0670
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000236   541.00     5.91   -0.01090    2  14.00 0.0420  13.00 0.0420     3   0.90
-     abh   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3921.30   0.22430  10.1050
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000241   541.00     5.91   -0.01090    0
-     mic   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3975.42   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    0
-     san   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3966.77   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    2   8.65 0.0240   8.50 0.0240     3   0.80
-      an   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-         -4232.63   0.20050  10.0790
-         0.3705    0.000010010   -4339.1   -1.9606
-         0.0000141   860.00     4.09   -0.00480    2  42.01 0.1000  42.00 0.1000     1   2.00
-     kcm   1  9   1.0000  3   1.0000  1   3.0000 10   9.0000 11   2.0000  0
-         -4232.71   0.28150  11.4380
-         0.5365   -0.000010090    -980.4   -4.7350
-         0.0000321   425.00     2.00   -0.00470    0
-      wa   1  9   2.0000  1   4.0000 10   9.0000  0
-         -4272.00   0.25400  10.8440
-         0.4991    0.000000000       0.0   -4.3501
-         0.0000266   900.00     4.00   -0.00440    0
-     hol   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3792.04   0.16620   7.1280
-         0.4176   -0.000003617   -4748.1   -2.8199
-         0.0000280  1800.00     4.00   -0.00220    0
-       q   1  1   1.0000 10   2.0000  0
-          -910.65   0.04143   2.2690
-         0.0928   -0.000000642    -714.9   -0.7161
-         0.0000000   584.00     8.96   -0.01530    1    847   0.00535    0.1267
-     trd   1  1   1.0000 10   2.0000  0
-          -907.01   0.04420   2.8000
-         0.0749    0.000003100   -1174.0   -0.2367
-         0.0000000   150.00     4.36   -0.02910    0
-    crst   1  1   1.0000 10   2.0000  0
-          -904.17   0.05096   2.7450
-         0.0727    0.000001304   -4129.0    0.0000
-         0.0000000   160.00     4.35   -0.02720    0
-     coe   1  1   1.0000 10   2.0000  0
-          -907.00   0.03970   2.0640
-         0.1078   -0.000003279    -190.3   -1.0416
-         0.0000123   979.00     4.19   -0.00430    0
-     stv   1  1   1.0000 10   2.0000  0
-          -876.77   0.02400   1.4010
-         0.0681    0.000006010   -1978.2   -0.0821
-         0.0000158  3090.00     4.60   -0.00150    0
-      ne   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2094.85   0.12440   5.4190
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000463   465.00     4.16   -0.00890    1    467   0.01000    0.0800
-      cg   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2092.02   0.11870   5.6030
-         0.1161    0.000086021   -1992.7    0.0000
-         0.0000450   465.00     4.16   -0.00890    0
-     cgh   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2078.30   0.13500   5.6700
-         0.2292    0.000011876       0.0   -1.9707
-         0.0000467   465.00     4.16   -0.00890    0
-    macf   1  5   1.0000  3   2.0000 10   4.0000  0
-         -2246.34   0.08000   3.6140
-         0.2000    0.000006252   -2996.4   -0.8884
-         0.0000193  2120.00     4.00   -0.00170    0
-    mscf   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2061.50   0.08750   3.6490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1850.00     4.00   -0.00170    0
-    fscf   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1402.50   0.14340   3.9140
-         0.1811    0.000018526   -2767.2   -0.5271
-         0.0000201  1850.00     4.00   -0.00170    0
-    nacf   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -1965.62   0.11000   3.6310
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000210  1850.00     4.60   -0.00250    0
-    cacf   1  7   1.0000  3   2.0000 10   4.0000  0
-         -2325.60   0.08760   3.9760
-         0.1919    0.000009563   -3211.3   -0.6402
-         0.0000193  1900.00     4.00   -0.00210    0
-   manal   1  5   3.0000  3   6.0000 10  12.0000  0
-         -6796.63   0.25000  11.1660
-         0.6000    0.000018756   -8989.2   -2.6652
-         0.0000193  1840.00     4.00   -0.00220    0
-   nanal   2  8   1.0000  5   2.0000  3   5.0000  1   1.0000 10  12.0000  0
-         -6610.27   0.28000  11.3220
-         0.6727    0.000000106   -5992.8   -4.5399
-         0.0000201  1840.00     4.00   -0.00220    0
-   msnal   1  5   6.0000  1   3.0000 10  12.0000  0
-         -6172.38   0.27250  11.0610
-         0.6399    0.000008070   -4231.2   -4.4877
-         0.0000210  1850.00     4.00   -0.00220    0
-   fsnal   1  4   6.0000  1   3.0000 10  12.0000  0
-         -4146.00   0.44020  11.8560
-         0.5433    0.000055578   -8301.6   -1.5813
-         0.0000210  1850.00     4.00   -0.00220    0
-   canal   1  7   1.0000  5   2.0000  3   6.0000 10  12.0000  0
-         -6840.00   0.25760  11.1590
-         0.5919    0.000022067   -9204.1   -2.4170
-         0.0000193  1770.00     4.00   -0.00220    0
-     sdl   1  8   8.0000  3   6.0000  1   6.0000 13   2.0000 10  24.0000  0
-        -13407.31   0.91000  42.1300
-         1.5327    0.000047747   -2972.8  -12.4270
-         0.0000463   465.00     4.16   -0.00890    0
-     kls   1  9   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2123.13   0.13600   6.0520
-         0.2420   -0.000004482    -895.8   -1.9358
-         0.0000316   514.00     2.00   -0.00390    0
-      lc   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3029.40   0.19850   8.8260
-         0.3698   -0.000016332     684.7   -3.6831
-         0.0000185   450.00     5.70   -0.01270    2  11.61 0.4000  11.60 0.4000     2   0.70
-      me   4  7   4.0000  3   6.0000  1   6.0000 10  27.0000 12   1.0000  0
-        -13841.62   0.75200  33.9850
-         1.3590    0.000036442   -8594.7   -9.5982
-         0.0000182   870.00     4.09   -0.00470    0
-     wrk   1  7   1.0000  3   2.0000  1   4.0000 10  14.0000 11   4.0000  0
-         -6662.26   0.38000  19.0400
-         0.8383   -0.000021460   -2272.0   -7.2923
-         0.0000149   860.00     4.09   -0.00480    0
-     lmt   1  7   1.0000  3   2.0000  1   4.0000 10  16.0000 11   8.0000  0
-         -7262.50   0.46500  20.3700
-         1.0134   -0.000021413   -2235.8   -8.8067
-         0.0000137   860.00     4.09   -0.00480    0
-     heu   1  7   1.0000  3   2.0000  1   7.0000 10  24.0000 11  12.0000  0
-        -10544.82   0.78300  31.7000
-         1.5048   -0.000033224   -2959.3  -13.2972
-         0.0000157   274.00     4.00   -0.01460    0
-    stlb   1  7   1.0000  3   2.0000  1   7.0000 10  25.0000 11  14.0000  0
-        -10896.37   0.71000  32.8700
-         1.5884   -0.000032043   -3071.6  -13.9669
-         0.0000151   860.00     4.09   -0.00480    0
-     anl   1  8   1.0000  3   1.0000  1   2.0000 10   7.0000 11   2.0000  0
-         -3307.11   0.23200   9.7400
-         0.6435   -0.000016067    9302.3   -9.1796
-         0.0000276   400.00     4.18   -0.01040    0
-    lime   1  7   1.0000 10   1.0000  0
-          -634.57   0.03810   1.6760
-         0.0524    0.000003673    -750.7   -0.0510
-         0.0000341  1130.00     3.87   -0.00340    0
-      ru   1  2   1.0000 10   2.0000  0
-          -943.77   0.05060   1.8820
-         0.0809    0.000001658   -1243.9   -0.2111
-         0.0000224  2220.00     4.24   -0.00190    0
-     per   1  5   1.0000 10   1.0000  0
-          -601.60   0.02650   1.1250
-         0.0605    0.000000362    -535.8   -0.2992
-         0.0000311  1616.00     3.95   -0.00240    0
-    fper   1  4   1.0000 10   1.0000  0
-          -262.15   0.05860   1.2060
-         0.0444    0.000008280   -1214.2    0.1852
-         0.0000322  1520.00     4.90   -0.00320    0
-      wu   1  4   1.0000 10   1.0000  0
-          -262.44   0.06300   1.2060
-         0.0674    0.000003758     315.7   -0.3817
-         0.0000322  1520.00     4.00   -0.00320    0
-    mang   1  6   1.0000 10   1.0000  0
-          -385.58   0.05970   1.3220
-         0.0598    0.000003600     -31.4   -0.2826
-         0.0000369  1645.00     4.46   -0.00270    0
-     cor   2  3   2.0000 10   3.0000  0
-         -1675.19   0.05090   2.5580
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2540.00     4.34   -0.00170    0
-    mcor   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1468.45   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00220    0
-     hem   2  4   2.0000 10   3.0000  0
-          -825.43   0.08740   3.0270
-         0.1639    0.000000000   -2257.2   -0.6576
-         0.0000279  2230.00     4.04   -0.00180    1    955   0.01560    0.0000
-     esk   2 19   2.0000 10   3.0000  0
-         -1128.17   0.08300   2.8980
-         0.1190    0.000009496   -1442.0   -0.0034
-         0.0000159  2450.00     3.60   -0.00150    0
-     bix   2  6   2.0000 10   3.0000  0
-          -959.00   0.11370   3.1370
-         0.1451    0.000023534     721.6   -1.0084
-         0.0000291  2230.00     4.04   -0.00180    0
-     NiO   1 15   1.0000 10   1.0000  0
-          -239.47   0.03800   1.0970
-         0.0477    0.000007824    -392.5    0.0000
-         0.0000330  2000.00     3.94   -0.00200    1    520   0.00570    0.0000
-     pnt   1  6   1.0000  2   1.0000 10   3.0000  0
-         -1361.38   0.10650   3.2880
-         0.1435    0.000003373   -1940.7   -0.4076
-         0.0000240  1700.00     8.30   -0.00490    0
-    geik   1  5   1.0000  2   1.0000 10   3.0000  0
-         -1568.98   0.07460   3.0860
-         0.1361    0.000001656   -2533.0   -0.2839
-         0.0000215  1700.00     8.30   -0.00490    2   8.31 0.0000   8.30 0.0000     1   0.50
-     ilm   1  4   1.0000  2   1.0000 10   3.0000  0
-         -1232.29   0.10750   3.1690
-         0.1253    0.000009938   -2458.1   -0.0259
-         0.0000240  1700.00     8.30   -0.00490    2   7.06 0.0000   7.05 0.0000     1   0.50
-     bdy   1 16   1.0000 10   2.0000  0
-         -1100.31   0.05040   2.1150
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-    bdyT   1 16   1.0000 10   2.0000  0
-         -1096.01   0.05340   2.1150
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-    bdyC   1 16   1.0000 10   2.0000  0
-         -1085.95   0.05720   2.4950
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-     ten   1 18   1.0000 10   1.0000  0
-          -156.10   0.04260   1.2220
-         0.0310    0.000013740   -1258.0    0.3693
-         0.0000357  2000.00     3.94   -0.00200    0
-     cup   1 18   2.0000 10   1.0000  0
-          -170.60   0.09240   2.3440
-         0.1103    0.000000000       0.0   -0.6748
-         0.0000333  1310.00     5.70   -0.00430    0
-      sp   1  5   1.0000  3   2.0000 10   4.0000  0
-         -2300.08   0.08063   3.9780
-         0.2005    0.000006252   -2996.4   -0.8884
-         0.0000193  1922.00     4.04   -0.00210    2  13.93 0.0000  -3.60 0.0000     2  -0.50
-    herc   1  4   1.0000  3   2.0000 10   4.0000  0
-         -1949.49   0.11390   4.0750
-         0.1849    0.000014170   -3674.8   -0.4040
-         0.0000206  1922.00     4.04   -0.00210    2  13.93 0.0000  -3.60 0.0000     2  -0.50
-      mt   2  4   3.0000 10   4.0000  0
-         -1114.22   0.14690   4.4520
-         0.2625   -0.000007205   -1926.2   -1.6557
-         0.0000371  1857.00     4.05   -0.00220    1    848   0.03500    0.0000
-     mft   2  5   1.0000  4   2.0000 10   4.0000  0
-         -1442.21   0.12100   4.4570
-         0.2705   -0.000007505    -999.2   -2.0224
-         0.0000363  1857.00     4.05   -0.00220    1    665   0.01700    0.0000
-     qnd   2  5   2.0000  2   1.0000 10   4.0000  0
-         -2157.83   0.11170   4.5290
-         0.1617    0.000032860   -2382.2   -0.2786
-         0.0000263  1750.00     3.50   -0.00200    0
-     usp   2  4   2.0000  2   1.0000 10   4.0000  0
-         -1495.67   0.17100   4.6820
-         0.1295    0.000048696   -3739.0    0.6902
-         0.0000386  1470.00     4.00   -0.00272    2   1.00 0.0000   0.90 0.0000     1   0.50
-    picr   1  5   1.0000 19   2.0000 10   4.0000  0
-         -1764.17   0.11830   4.3560
-         0.1961    0.000005398   -3126.0   -0.6169
-         0.0000260  1922.00     4.04   -0.00210    0
-      br   1  5   1.0000 10   2.0000 11   2.0000  0
-          -925.63   0.06320   2.4630
-         0.1584   -0.000004076   -1052.3   -1.1713
-         0.0000620   415.00     6.45   -0.01550    0
-     dsp   1  3   1.0000 10   2.0000 11   1.0000  0
-          -999.74   0.03450   1.7860
-         0.1451    0.000008709     584.4   -1.7411
-         0.0000357  2280.00     4.04   -0.00180    0
-     gth   1  4   1.0000 10   2.0000 11   1.0000  0
-          -561.68   0.06030   2.0820
-         0.1393    0.000000147    -212.7   -1.0778
-         0.0000435  2500.00     4.03   -0.00160    0
-      cc   1  7   1.0000 12   1.0000 10   3.0000  0
-         -1207.74   0.09250   3.6890
-         0.1409    0.000005029    -950.7   -0.8584
-         0.0000252   733.00     4.06   -0.00550    1   1240   0.01000    0.0400
-    arag   1  7   1.0000 10   3.0000 12   1.0000  0
-         -1207.64   0.08980   3.4150
-         0.1671    0.000010695     162.0   -1.5649
-         0.0000614   614.00     5.87   -0.00960    0
-     mag   1  5   1.0000 10   3.0000 12   1.0000  0
-         -1110.88   0.06550   2.8030
-         0.1864   -0.000003772       0.0   -1.8862
-         0.0000338  1028.00     5.41   -0.00530    0
-     sid   1  4   1.0000 12   1.0000 10   3.0000  0
-          -762.14   0.09330   2.9430
-         0.1684    0.000000000       0.0   -1.4836
-         0.0000439  1200.00     4.07   -0.00340    0
-     rhc   1  6   1.0000 12   1.0000 10   3.0000  0
-          -892.28   0.09800   3.1070
-         0.1695    0.000000000       0.0   -1.5343
-         0.0000244   953.00     3.88   -0.00410    0
-     dol   1  7   1.0000  5   1.0000 10   6.0000 12   2.0000  0
-         -2326.20   0.15610   6.4290
-         0.3589   -0.000004905       0.0   -3.4562
-         0.0000328   943.00     3.74   -0.00400    2  11.91 0.0160  11.90 0.0160     1   1.00
-     ank   1  7   1.0000  4   1.0000 10   6.0000 12   2.0000  0
-         -1971.31   0.18846   6.6060
-         0.3410   -0.000001161       0.0   -3.0548
-         0.0000346   914.00     3.88   -0.00430    2  11.91 0.0160  11.90 0.0160     1   1.00
-     syv   1  9   1.0000 13   1.0000  0
-          -436.50   0.08260   3.7520
-         0.0462    0.000017970       0.0    0.0000
-         0.0001109   170.00     5.00   -0.02940    0
-     hlt   1  8   1.0000 13   1.0000  0
-          -411.30   0.07210   2.7020
-         0.0452    0.000017970       0.0    0.0000
-         0.0001147   238.00     5.00   -0.02100    0
-     pyr   1  4   1.0000 17   2.0000  0
-          -171.64   0.05290   2.3940
-         0.0373    0.000026715   -1817.0    0.6493
-         0.0000310  1395.00     4.09   -0.00290    0
-    trot   1  4   1.0000 17   1.0000  0
-           -99.03   0.06550   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000568   658.00     4.17   -0.00630    1    598   0.01200    0.0410
-     tro   1  4   1.0000 17   1.0000  0
-           -97.77   0.07080   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000573   658.00     4.17   -0.00630    1    598   0.01200    0.0410
-     lot   1  4   1.0000 17   1.0000  0
-          -102.17   0.06000   1.8180
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000493   658.00     4.17   -0.00630    1    420   0.01000    0.0000
-    trov   1  4   0.8750 17   1.0000  0
-           -96.02   0.05750   1.7380
-         0.0511    0.000008307    -669.7    0.0000
-         0.0000594   658.00     4.17   -0.00630    1    595   0.01000    0.0160
-     any   1  7   1.0000 17   1.0000 10   4.0000  0
-         -1434.40   0.10690   4.5940
-         0.1287    0.000048545   -1223.0   -0.5605
-         0.0000418   543.80     4.19   -0.00770    0
-    iron   1  4   1.0000  0
-            -0.00   0.02709   0.7090
-         0.0462    0.000005159     723.1   -0.5562
-         0.0000356  1640.00     5.16   -0.00310    1   1042   0.00830    0.0000
-      Ni   1 15   1.0000  0
-             0.00   0.02987   0.6590
-         0.0498    0.000000000     585.9   -0.5339
-         0.0000428  1905.00     4.25   -0.00220    1    631   0.00300    0.0000
-      Cu   1 18   1.0000  0
-             0.00   0.03314   0.7110
-         0.0124    0.000009220    -379.9    0.2335
-         0.0000358  1625.00     4.24   -0.00260    0
-     gph   1 12   1.0000  0
-             0.00   0.00576   0.5300
-         0.0343    0.000000000    -240.7   -0.4038
-         0.0000165   312.00     3.90   -0.01250    0
-    diam   1 12   1.0000  0
-             1.89   0.00236   0.3420
-         0.0400    0.000000000     -28.5   -0.5805
-         0.0000040  4465.00     1.61   -0.00036    0
-       S   1 17   1.0000  0
-             0.00   0.03205   1.5510
-         0.0566   -0.000004557     638.0   -0.6818
-         0.0000640   145.00     7.00   -0.04800    0
-     H2O   1 11   2.0000 10   1.0000  0
-          -241.81   0.18880   0.0000
-         0.0401    0.000008656     487.5   -0.2512
-         0.0000000     0.00     0.00    0.00000    0
-     CO2   1 12   1.0000 10   2.0000  0
-          -393.51   0.21370   0.0000
-         0.0878   -0.000002644     706.4   -0.9989
-         0.0000000     0.00     0.00    0.00000    0
-      CO   1 12   1.0000 10   1.0000  0
-          -110.53   0.19767   0.0000
-         0.0457   -0.000000097     662.7   -0.4147
-         0.0000000     0.00     0.00    0.00000    0
-     CH4   1 12   1.0000 11   4.0000  0
-           -74.81   0.18626   0.0000
-         0.1501    0.000002063    3427.7   -2.6504
-         0.0000000     0.00     0.00    0.00000    0
-      O2   1 10   2.0000  0
-            -0.00   0.20520   0.0000
-         0.0483   -0.000000691     499.2   -0.4207
-         0.0000000     0.00     0.00    0.00000    0
-      H2   1 11   2.0000  0
-             0.00   0.13070   0.0000
-         0.0233    0.000004627       0.0    0.0763
-         0.0000000     0.00     0.00    0.00000    0
-      S2   1 17   2.0000  0
-           128.54   0.23100   0.0000
-         0.0371    0.000002398    -161.0   -0.0650
-         0.0000000     0.00     0.00    0.00000    0
-     H2S   1 11   2.0000 17   1.0000  0
-           -20.30   0.20577   0.0000
-         0.0474    0.000010240     615.9   -0.3978
-         0.0000000     0.00     0.00    0.00000    0
-    syvL   1  9   1.0000 13   1.0000  0
-          -417.41   0.09450   3.8220
-         0.0669    0.000000000       0.0    0.0000
-         0.0003010    56.00     4.65   -0.08300   -0.02000    0
-    hltL   1  8   1.0000 13   1.0000  0
-          -392.99   0.08010   2.9380
-         0.0720   -0.000003223       0.0    0.0000
-         0.0002950    64.00     4.61   -0.07200   -0.01500    0
-    perL   1  5   1.0000 10   1.0000  0
-          -654.20  -0.06430   0.8390
-         0.0990    0.000000000       0.0    0.0000
-         0.0002260   362.00    10.06   -0.02780   -0.04100    0
-    limL   1  7   1.0000 10   1.0000  0
-          -692.33  -0.04750   1.3030
-         0.0990    0.000000000       0.0    0.0000
-         0.0001750   362.00    10.06   -0.02780   -0.04100    0
-    corL   1  3   2.0000 10   3.0000  0
-         -1632.15   0.01490   3.3690
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00    0.04000   -0.03500    0
-    eskL   1 19   2.0000 10   3.0000  0
-         -1062.19   0.06330   3.7090
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00    0.04000   -0.03500    0
-    hemL   2  4   2.0000 10   3.0000  0
-          -875.14  -0.03320   3.2208
-         0.2290    0.000000000       0.0    0.0000
-         0.0001953   230.00     4.00   -0.01740   -0.04600    0
-      qL   1  1   1.0000 10   2.0000  0
-          -921.01   0.01640   2.7300
-         0.0825    0.000000000       0.0    0.0000
-         0.0000000   220.00     9.46   -0.04300   -0.03500    0
-    h2oL   1 11   2.0000 10   1.0000  0
-          -281.64   0.06660   1.3355
-         0.0650    0.000000000       0.0    0.0000
-         0.0006260    42.28     4.00   -0.09460   -0.01060    0
-     foL   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2237.20  -0.06200   4.3120
-         0.2694    0.000000000       0.0    0.0000
-         0.0000920   362.00    10.06   -0.02780   -0.04400    0
-     faL   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1462.82   0.09600   4.6770
-         0.2437    0.000000000       0.0    0.0000
-         0.0001071   290.00    10.42   -0.03590   -0.05500    0
-     woL   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1642.55   0.02250   3.9850
-         0.1674    0.000000000       0.0    0.0000
-         0.0000669   325.00     9.38   -0.03080   -0.02000    0
-     enL   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3096.28  -0.00400   6.9840
-         0.3536    0.000000000       0.0    0.0000
-         0.0000681   218.00     7.20   -0.03300   -0.02400    0
-     diL   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-         -3193.77   0.04210   7.2880
-         0.3340    0.000000000       0.0    0.0000
-         0.0000851   249.00     8.04   -0.03230   -0.03730    0
-    silL   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2593.50   0.01000   6.0510
-         0.2530    0.000000000       0.0    0.0000
-         0.0000408   220.00     6.36   -0.02890   -0.02900    0
-     anL   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-         -4277.95   0.02900  10.0140
-         0.4300    0.000000000       0.0    0.0000
-         0.0000514   210.00     6.38   -0.03040   -0.05500    0
-    kspL   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3985.38   0.12920  11.4310
-         0.3680    0.000000000       0.0    0.0000
-         0.0000493   173.00     6.84   -0.03930   -0.00900    0
-     abL   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3925.42   0.14990  10.8580
-         0.3580    0.000000000       0.0    0.0000
-         0.0000337   176.00    14.35   -0.08150   -0.02600    0
-     neL   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2117.03   0.05290   5.2000
-         0.2165    0.000000000       0.0    0.0000
-         0.0001370   250.00     7.37   -0.02950   -0.00800    0
-     lcL   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3068.53   0.10200   8.5900
-         0.2870    0.000000000       0.0    0.0000
-         0.0000670   175.00     7.00   -0.03940   -0.00000    0
-     ruL   1  2   1.0000 10   2.0000  0
-          -948.48   0.00100   1.7032
-         0.1118    0.000000000       0.0    0.0000
-         0.0002901   149.00     8.00   -0.03400   -0.03500    0
-    bdyL   1 16   1.0000 10   2.0000  0
-         -1031.87   0.04890   1.8300
-         0.0900    0.000000000       0.0    0.0000
-         0.0002000   149.00     8.00   -0.03400   -0.03000    0
-      H+   1 11   1.0000 14  -1.0000  0
-             0.00   0.00000   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0000
-     Cl-   1 13   1.0000 14   1.0000  0
-          -167.08   0.05673   1.7790
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1414
-     OH-   1 10   1.0000 11   1.0000 14   1.0000  0
-          -230.02  -0.01071  -0.4180
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1372
-     Na+   1  8   1.0000 14  -1.0000  0
-          -240.30   0.05840  -0.1110
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0306
-      K+   1  9   1.0000 14  -1.0000  0
-          -252.17   0.10104   0.9060
-         0.0000    0.000072700       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0072
-    Ca++   1  7   1.0000 14  -2.0000  0
-          -543.30  -0.05650  -1.8060
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0463
-    Mg++   1  5   1.0000 14  -2.0000  0
-          -465.96  -0.13810  -2.1550
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0265
-    Fe++   1  4   1.0000 14  -2.0000  0
-           -90.42  -0.10711  -2.2200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0339
-   Al+++   1  3   1.0000 14  -3.0000  0
-          -527.23  -0.31630  -4.4400
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1427
-   CO3--   1 12   1.0000 10   3.0000 14   2.0000  0
-          -675.23  -0.05000  -0.5020
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.2908
-   AlOH3   1  3   1.0000 10   3.0000 11   3.0000  0
-         -1251.85   0.05360   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1015
-  AlOH4-   1  3   1.0000 10   4.0000 11   4.0000 14   1.0000  0
-         -1495.78   0.12690   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0965
-     KOH   1  9   1.0000 10   1.0000 11   1.0000  0
-          -473.62   0.10962  -0.8000
-         0.0000    0.000094500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0293
-     HCl   1 11   1.0000 13   1.0000  0
-          -162.13   0.05673   1.7790
-         0.0000    0.000090300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0540
-     KCl   1  9   1.0000 13   1.0000  0
-          -400.03   0.18481   4.4090
-         0.0000    0.000054300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0380
-    NaCl   1  8   1.0000 13   1.0000  0
-          -399.88   0.12609   2.2260
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0020
-   CaCl2   1  7   1.0000 13   2.0000  0
-          -877.06   0.04600   3.2600
-         0.0000    0.000136900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0343
-   CaCl+   1  7   1.0000 13   1.0000 14  -1.0000  0
-          -701.28   0.02736   0.5740
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0400
-   MgCl2   1  5   1.0000 13   2.0000  0
-          -796.08  -0.02243   2.9200
-         0.0000    0.000239900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0186
-   MgCl+   1  5   1.0000 13   1.0000 14  -1.0000  0
-          -632.48  -0.08137   0.1260
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1126
-   FeCl2   1  4   1.0000 13   2.0000  0
-          -375.34   0.10988   2.7000
-         0.0000    0.000450300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0124
-    aqSi   1  1   1.0000 10   2.0000  0
-          -887.76   0.04635   1.8320
-         0.0000    0.000177500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0283
-     HS-   1 11   1.0000 17   1.0000 14   1.0000  0
-           -16.11   0.06820   2.0650
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0920
-   HSO3-   1 11   1.0000 17   1.0000 10   3.0000 14   1.0000  0
-          -626.22   0.13975   3.3300
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0058
-   SO42-   1 17   1.0000 10   4.0000 14   2.0000  0
-          -909.60   0.01883   1.3880
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.2680
-   HSO4-   1 11   1.0000 17   1.0000 10   4.0000 14   1.0000  0
-          -889.10   0.12552   3.5200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0220
-
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- 0.0737 0.4544 -0.0110 -0.0460 -0.0228 0.4400 0.4399 0.0334 0.0449 0.7148  7.0384 0.0123 0.0123 -0.0715 -0.0716 -0.0384 -0.0717
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- 0.1561 -0.0031 -0.0399 0.1316 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0003 0 0 0 0 0 0 0 0 -0.0123 -0.0240 -0.0091 0.0003 0.2931
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- 0 0.0385 0.0237 0.0381 0.0047 0.1537 0 0.0599 0.0580  1.4937 0.0134 0.0602 0.1034 0.1153 0.0692 0.1807 0.2752 0.1793 0.0814
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- 0.1147 0.0250 0.1556 0.1516 0.0282 0.0330 0.0564 0.0764 0.0764 0.0704 0.2123 0.2168  1.2700 0.0375 0.0375 0.0022 0.0022 0.0100
- 0.0021 -0.0253 0.0022 0.0426 0.0426 0.0426 0.0426 0.0470 -0.0437 -0.0437 -0.0437 -0.0726 0.0213 0 -0.0299 0 0 0 0 0 0 -0.2624
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- -0.0087 0.0001 0 0 0.3748 -0.0149 -0.0137 -0.0099 -0.0099 -0.0099 0 0 -0.0595 -0.0602 -0.0134 -0.0039 -0.0320 -0.0126 -0.0040
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- -0.0005 -0.0331 -0.0005 -0.0140 0.0019 -0.0694 0 -0.0140 0.3611 -0.0139 0.0002 -0.0566 0 -0.1117 -0.0616 -0.0515 0.9969  1.0757
- -0.0006 -0.0421  1.0904 -0.1153 -0.0603 -0.0803  6.3203 -0.0615 -0.0616 -0.0614 -0.0616 -0.0828 -0.0616 -0.6536 -0.5873 -0.5734
- -0.0834 -0.0667 -0.0633  1.0857  1.8345 0.6091 0.6091 0.6436 0.6814 0.6474 0.2910  1.2358  1.2525  1.4248 0.6331 0.7083  1.1117
-  1.8082 -0.1429 -0.1429 -0.1097 -0.1028 -0.1198 -0.0123 -0.0389 -0.1521 0.3575 0.3375 0.0059 0.0013 0.0112 -0.0283 -0.0283
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- 0.6447 0.7350 0.5331 0.5575 -0.0484 0.0053 -0.0790 0.0645 -0.0913 0.0337 -0.0913 0.0338 -0.2010 -0.3481 -0.4031 -0.2778 -0.0758
- -0.0591 0.0112 -0.0575 -0.0021 0.0146 -0.0684 0.2213 -0.0541 -0.0034 0 0 0.0061 -0.1095 -0.0640 -0.0350 -0.1550 -0.2100 -0.0999
- -0.0716 -0.0547 -0.1594 -0.1261 -0.0372 -0.0347 0.0154 -0.0900 -0.0377 -0.0652 0.0190 -0.0295 -0.0527 0.6472 0.6816 -0.0507
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- 0.0054 -0.0153 -0.0153 -0.0153 -0.0848 -0.0295 0 -0.0071 0 0 0 0 0 0 -0.0917 -0.0034 0.0043  1.2205 0.3057 0.3063 0.3301
- 0.3301 -0.0068 0.3329 0.0033 -0.0155 -0.0015 -0.0041 0.0012 -0.0694 -0.0141 -0.0102 0.0004 0 -0.0006 0.0011 -0.0176 -0.0020
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- 0.0685 0.1755 0.0682 0.0016 0.2736 0 0.1448 -0.0294 -0.0119 0.4606 0.5227 0.0241 0.2037 0.5311 0.0567 0.1858 -0.0587  3.0641
- -0.0460 -0.0460 -0.0461 -0.0460 -0.0680 -0.0461 -0.2173 -0.4506 -0.4263 0.0088 -0.0498 -0.0435 0.6029 0.8624 0.2683 0.2683
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- 0.1394 0.4944 0.1680 0.1840 0.0116 -0.0074 0.0090 0.1370 0.1370 0.1370 0.1370 0.0217 0.0216 0.0078 0.2421 0.1842 -0.0070
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- 0.1253 -0.0296 -0.0272 -0.0296 0.0140 0.0140 0.0140 0.0140 0.0187 -0.0197 -0.0197 -0.0197 -0.0191 0.1093 0 -0.0149 0 0 0
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- -0.0080 0.0533 0.0420 -0.0300 -0.0036 0.1619 0.1618 0.0494 -0.0058 -0.0011 0.2085 0.1557 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0018
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- 0.0067 -0.0197 -0.0428 -0.0050 -0.0035 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0140 0 0 0 0  5.4613  2.9709  1.1907 0.0502
-  1.1801 0.0499 0.6477 0.0914 -0.1911 0 0.6477 -0.0435 0.6445 0.0098  2.5878 0  1.7453 -0.0235 0.0726 -0.3317 -0.1562 0.1539
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- 0.4583 -0.1352 -0.0992 0.3793 -0.4335 -0.3185 -0.3185 -0.2294 -0.1411 -0.1969 -0.1755 0.0456 -0.5462 -0.1004 -0.3473 0.4913
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-  1.2952  1.2952  1.2953 0.1134 0.1134 0.4490 0.6060 0.0113 -0.0299 0 0.0577 0.0607 -0.2379 -0.0258 0.0826 0.0826 -0.0476
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- 0.8377 -0.6782 0.5175 -0.0744 0.6377 -0.5095 0.3277 -0.2620 -0.1596 -0.3669  1.4323 -0.3367 0 0 -0.2403 0.5949  1.8201  1.9942
-  2.9284  2.0816  3.7753 -0.0304 0.1407 0.9719 -0.2117 0.0610  1.9992 0.2186  1.1624 0.0601  1.7778 0.2333  1.9285 -0.0650
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- 0.0632 0.0632 0.0632 0.0633 0.1081 -0.0798 -0.0798 -0.0798 0.2631  1.1017 0 -0.0800 0 0 0 0 0 0 -0.4790 -0.4314 -0.3745 -0.6406
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- -0.0286 0.4834 -0.0675 -0.0168 -0.0165 -0.0165 0 0 0.3901 -0.1991 -0.0209 0.1860 0.9374 -0.0623 0.5712 0.4801 -0.0958 -0.0067
- -0.1132 -0.1132 0.5544 -0.0107 0.0009 0.4369 -0.1247 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0015 0 0 0 0 0 0 0 0 0.4543 -0.0934
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- -0.0165 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0632 0 0 0 0  1.9894 0.6467 0.0188 0.6417 0.0187 0.3446 0.0372 -0.0897
- 0 0.3446 -0.0302 0.3431 0.0040  1.3766 0 0.9396 -0.0284 0.0167 -0.1848 -0.1010 0.0566  1.0231 -0.1019 0.4450 0.8819 -0.2005
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- -0.0827 -0.1885 0.7874 -0.1807 0 0 -0.1355 0.3542 0.9901  1.0493  1.5909  1.1528  2.0290 -0.0284 0.0528 0.5305 -0.1172 0.0025
-  1.0521 0.0777 0.6193 0.0017 0.9668 0.0859  1.0197 -0.0430 -0.1302 -0.0875  1.0138  1.0138 0.0401 -0.0153  1.6039  16.3049
- 0.0067 0.0067 -0.1746 -0.1747 -0.0989 -0.1745 -0.3056 -0.1747 0.0230 0.0230 0.0230 0.0230 0.0441 -0.0317 -0.0317 -0.0317
- 0.1704 0.6045 0 -0.0345 0 0 0 0 0 0 -0.1901 -0.2136 -0.1941 -0.3533 -0.0525 -0.0520 0.0174 0.0176 -0.0161 -0.0468 -0.0345
- 0.2601 -0.0280 -0.0019 -0.0079 -0.0897 0.3444 -0.0048 -0.0056 0 0 -0.0174 0.2670 -0.0366 -0.0064 -0.0063 -0.0063 0 0 0.2302
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- 0.0694 -0.0264 -0.0264 -0.0145 0.0744 -0.0033 -0.0409 0.0480 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 0.0003 0 0 0 0 0 0 0 0 -0.0172
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- 0.6283 -0.0292 -0.2839 0.3495 0.9346 -0.2357 0.2929 0.3357 0.8200 0.7973 0.1800 -0.2841 -0.3179 0.3014 0.1817 -0.0253 -0.3147
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- 0.3924 0.5039  1.1377 0.7502 0.4905 0.7348 0.1586 0.8220 0.4974 0.5892 0.1533 0.6819 0.3981 0.2932 0.1276 0.6312 0.6311 0.0631
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- 0.1964 -0.0737 -0.0737 -0.0401 0.2492 -0.0058 -0.1134 0.1755 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0002 0.0009 0 0 0 0 0 0 0 0 -0.0322
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- 0.7091 -0.0484 -0.0303 0 0  8.5234 0.1983 -0.0246 0.2737 0.4378 0.6916 0.1841 0.4771  14.7241 0.8187 0.8344 0.6193 0.2634
- 0.2925 0.5111 0.6282 0.0177 0.2841 0.2315 0.4574 0.4120 0.2484 0.0869 0.0869 0.1247 0.6960 0.6567  1.5689 0.0726 0.0727 0.0107
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- 0.3089 0.0563 -0.0198 0.0004 0 0.0001  2.2415 -0.0872 -0.0714 -0.0184 -0.0184 -0.0184 0 0 0.2871 0.2992 -0.0301 -0.0144 -0.1270
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- 0.1566 -0.0168 0 0.0691 0.1717 -0.1558 0.1189 0.1079 0.1079 0.0441 0.0441 0.0441  1.6923 0.7814 0.7095 0.7702 0.9859 0.4359
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- 0.4831 0.5213 0.3152 0.6157 0.4683 0.9660 0.0525 0.0200 0.1045 0.7429 0.7428 0.2097 0.5661  1.4671  12.2100 0.1128 0.1130
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- 0.4630 0.2274 0.4895 0.0900 0.0901 0.0363 0.0363 0.4751 0.0362 0.0824 0.0363 0.1099 0.1099 0.1099 0.1098 0.1035 -0.1282 -0.1282
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- 0 0 0 0 0 0 0 0 0.1099 0 0 0 0  11.0271  10.5154  10.9791  3.5334 0.7395 0.7402 0.7452 0.7453 0.7258 0.7397  6.1809  6.1052
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- 0.9868 0.9636  2.5336  7.6726  7.4483  7.4289 0.7018  1.2750  7.1287  7.0693 0 0  7.0599  7.3535 0.1721  1.0105  1.1845  1.4079
- 0.9611  1.0697  1.0699  1.7055  1.6596  1.5247  1.0095 0.9348  1.2344  1.5486 0.1674 0.9536  1.0225 0.9826 0.8691 0.6020
- 0.4663 0.4664 0.4169  5.4908  5.6056  8.1428 0.2298 0.2301  7.1952  7.1999 0.8027  7.1994  13.3917  7.1999 0.2681 0.2681
- 0.2681 0.2679 0.2645 -0.2903 -0.2901 -0.2901 0.4601 0.2367 0 -0.1743 0 0 0 0 0 0  -1.7416  6.6642  6.9320  2.2238  1.3383
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- 0.0099 -0.0613 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.2681 0 0 0 0  11.8736  10.3678  2.0385 0.2820 0.2825 0.2861 0.2875
- 0.0585 0.2819  2.0192  1.7484  1.7113 0.3014 0.2286 0.2244 0.1250 -0.3405 0.5424 0.5424 0.5545 0.5675 0.5409 0.4401  1.1604
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- 0.2968 0.2968 0.1616 0.1616 0.1617  2.7763  2.4251  1.7235  1.0374  1.5386  1.3233 0.3149  1.3514  3.2900  2.7954  3.2900
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- 0.0182 0.0165 -0.0639 -0.0459 -0.2193 -0.2193 0.0241 -0.0467 -0.0238 -0.1966 -0.2662 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0006
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- 0.7520 0.7584 0.7522 0.7145 0.7515  5.6239  6.8349  6.0684 0.5826 0.8773 0.6937 -0.1388 -0.3409  1.1646  1.1646  1.0540 0.9466
- 0.8820 0.8451  1.9362  2.2339  1.6808 0.3476 0.0435 0.0216 -0.3391  2.0765  2.0761  2.7179  2.2988 -0.4506 0.3760 -0.0174
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- 0.8440  7.2833  13.5156  7.2838 0.3004 0.3003 0.3003 0.3000 0.2817 -0.3120 -0.3118 -0.3118 0.3311 0.0098 0 -0.1844 0 0 0
- 0 0 0  -1.8717  6.6935  6.9887  2.3517  1.4444  1.4441  2.3442  2.3437 -0.0400 -0.1783 -0.0043 -0.1202 0.1503 0.0908 -0.0161
- 0.4514 0.1303 0.2215 0.0029 0 -0.0018 -0.0564 -0.1542 0.1202 -0.0679 -0.0681 -0.0681 0 0 0.2865 0.5819 0.3474 0.0155 -0.2743
- 0.1109 -0.1639 -0.1239 0.2172 0.1103 -0.1804 -0.1804 -0.1506 0.1274 -0.0196 -0.3298 -0.0527 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0005
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-  3.3685  3.4310 -0.1004 0 -0.9573 -0.8333  5.0109  2.7875 0.0850 0.0850  3.3201  3.3193  3.3191  6.8014  7.0911  9.9391  7.9408
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- 0.0584 0.1387  1.4827  6.6485 -0.3294 -0.1006 0 0 0.0568  1.1648 -0.4602 0.0768  1.1206  2.6228 -0.3815  1.5242  1.7643  3.0253
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-  1.1784  -2.8945 0.0099 0.0100 0.0730 0.0731  5.1989 0.0747  -1.5506 0.0731 0.1120 0.1120 0.1120 0.1121 0.1065 -0.2014 -0.2013
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- 0.0279 -0.1130 -0.0628 -0.0567 0.0050  1.4688 -0.0248 -0.1590 0.0023 0 -0.0008 0.0207 -0.1533 -0.0235 -0.0284 -0.0281 -0.0281
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- 0.3908 0.8052 0.8142 0.3633 -0.0886 -0.0760 0.3704 0.3667 -0.0393 -0.0706 -0.0835 0.3947 0.3305 0.1148 -0.0542 -0.0542 -0.0369
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- 0.2864 -0.0917 -0.0726 -0.0447 -0.5113 -0.1838 -0.1420 -0.1838 -0.1421 0.7302  1.6724  2.1299  1.6961 0.3954 0.3997 -0.2221
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- 0.0011 -0.0053 -0.0005 -0.0009 0.0012 0.4347 -0.0236 -0.0013 0.0001 0 0 0.0021 -0.0050 -0.0011 0.0039 0.0039 0.0039 0 0 0.4262
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- 0.5464 0.3310 0.1170 0.3336 0.3734 0.8704 0.8752 -0.2017 0.3655 -0.0858 -0.1014 -0.1448 0.7725 0.7724 0.7861 0.7904 -0.0786
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- 0.3624 -0.0888 -0.0753 0.3697 0.3711 -0.0397 -0.0693 -0.0839 0.3936 0.3307 0.1153 -0.0547 -0.0547 -0.0359 0.2102 0.1863 -0.9160
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- 0.0013 0.4342 -0.0238 -0.0008 0.0001 0 0 0.0015 -0.0049 -0.0019 0.0039 0.0039 0.0039 0 0 0.4268 0.4334 -0.0024 -0.0028 -0.0102
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- 0.4179 0.3727 0.0040 -0.0179 0.0133 0.0209 0.0013 0.0039 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0167 0 0 0 0 0.4391
- 0.5579 0.4180  3.7631  3.7776  3.7981 0.4109 0.4148 0.4197 -0.1078 -0.1452 0.5457 0.5457 0.3301 0.1161 0.3331 0.3730 0.8694
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- 0.1660 -0.0133 -0.0133 -0.0399 -0.0399 -0.0399 -0.2145 -0.1876 0.6948 0.2850 -0.0896 -0.0735 -0.0402 -0.5113 -0.1810 -0.1436
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- 0.1400 0 0.1848 0 0 0 0 0 0  1.8170 0.5219 0.1813  9.4811  2.5156  2.5192  1.4709  1.4711 0.0075 -0.1369 -0.0315 0.2032 -0.0190
- 0.0096 0.0153  4.1094 -0.0637 0.0309 -0.0048 0 0.0002 0.0421 0.2276 -0.0267 0.0789 0.0792 0.0792 0 0  4.3771  4.1107 0.0369
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- 0.5571  1.0265  1.1005 0.5807 -0.0668 0.0432 0.4933 0.5886 -0.1250 0.0148 -0.0973 0.5497  1.2784 0.9554 -0.1004 -0.1004 -0.0131
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- 0.2883  1.6095 0.2883  1.6097 0.2964 0.0855 0.0900 0.8371 0.1460 0.3298  3.6401 0.0629 0.0590 0.2433 0.0994 0.5502 -0.1319
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- 0.0009 0 0.0099 -0.0270 -0.0699 0.1110 -0.0191 -0.0192 -0.0192 0 0 -0.0201 0.1637 0.4840 0.0953 -0.1093 0.1024 -0.0522 -0.0404
- 0.0147 0.1741 0.2889 0.2888 -0.0568 0.1302 -0.0068 0.2332 0.4191 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0025 0 0 0 0 0 0 0
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- 0.3392 0.3672 0.3001 0.3119 0.0276 0.0553 0.3193  1.0112 -0.0948 -0.0139 0 0  2.8491 0.1897 -0.1052 0.0656 0.2230 0.5111
- -0.0650 0.3628  5.1297 0.6351 0.6910 0.4571 0.0605 0.1463 0.3450 0.4635 -0.0833 0.1355 0.0331 0.3687  1.1013 0.9296 -0.0363
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- 0.9390 -0.0139 0.2787 -0.0153 -0.0377 -0.0115 -0.0092 0.1010 0.2897 0.0035 -0.0251 0.0007 0 0 0.7490 -0.0586 -0.0251 -0.0101
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- 0.7968 0.7966 -0.1412 0.0049 -0.0399 -0.1768 0.1877 0.1766 0.0150 -0.0007 0.0236 -0.0179 -0.0179 -0.0179 -0.0179 0.0206 0.0206
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- 0.7395 0.6961 0.0368 -0.0048 0.0505 0.0663 0.0663 0.0663 0.0663 0.0404 0.0404 0.8612 0.7015 0.6898 -0.0313 0 -0.4942 -0.4433
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- 0.2807 0.1886  1.8639  3.3449  4.1389  3.3039 0.9078 0.9054 0.1216 0.8353 0.0433 0.0442 0.8390  2.4591 -0.0350 -0.0399 0
- 0 -0.0051 0.7575 -0.0423 0.1528 0.9164  1.7069 0.1259 0.9055 0.9661  1.7695  1.7651 0.9964 0.1485 0.1357 0.9400  1.0099 -0.0226
- 0.1079 0.0863 0.9006  2.3448  1.8379 0.0470 0.0471 0.0171 0.8466 0.8575 0.8926 0.0130 0.0130 0.0078 0.0078  1.6443 0.0091
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- 0.0002 0 0.0002 0.0017 -0.0185 -0.0074 -0.0111 -0.0110 -0.0110 0 0 0.8133 0.8123 -0.0670 -0.0184 -0.0308 -0.0069 -0.0107
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- 0.0130 -0.0651 -0.0419 0.0045 -0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0460 0 0 0 0  6.3814  4.2074  2.2063  1.2373
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- 0.6742 0.6741  1.3007  2.0116  3.0533  1.9903 -0.0790 0.3433 -0.2891 -0.3781 -0.1252 0.8749 -0.1252 0.8734  1.5551  3.0287
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- 0.5648  1.4066 -0.2769  2.5930 0.9506  1.6417  2.4530  1.0503 -0.0164 0.6282 0.8239  1.0620 -0.2355 0.4104 -0.0773 0.9229
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- 0.0618 0.0618 0.0618 0.0618 0.0546 -0.0763 -0.0762 -0.0762 0.7456 -0.0938 0 -0.0497 0 0 0 0 0 0 -0.4576 -0.0787 -0.0146  5.5856
-  1.7912  1.7887  1.9768  1.9781 -0.0321 0.5499 -0.0045 -0.0668 0.0634 0.0411 0.0001 0.8123 -0.0271 0.0853 0.0015 0 -0.0007
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- 0.5792 0.5792 -0.0980 0.0645 -0.0070 0.4841 0.6440 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0013 -0.0051 0 0 0 0 0 0 0 0 -0.0668 0.5499
- 0.1066 0.0015 0.0853 0.0618 0.0013 -0.1197 0.1696 0.6742 -0.0542 0.6572 0.8737  1.6695 0.0495 0.0283 -0.0762 -0.0146 -0.0045
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- 0.2216 -0.2692 0.3196 0.0188 -0.2627 0.7679  1.0683 0.1793 -0.1158 0.1756 0.2295 0.2295 0.2294 0.2295  1.3241  1.3241 -0.3233
- 0.9570  1.5039 -0.0366 0 0.8745 0.1837 0.4228 0.5197 0.1709 0.1709 0.8480 0.8478 0.8478  2.4934  5.2308  1.3779  1.2081 0.5064
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- 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0014 -0.0049 0 0 0 0 0 0 0 0 -0.0860 0.5445 -0.0576 0.0021  1.0383 0.2353 0.0014 -0.0034  1.0889
- 0.8478 0.2295 0.9570 -0.2043 0.6284 0.0645 0.1990 -0.2601 -0.1692 -0.0597 -0.0540 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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- 0.0776 0.0002 0.0177 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0780 0 0 0 0 0.8172  1.0896  1.7333 0.0443 0.0442 -0.0405
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- 0.2986 0.1696 0.0796 0.0656 0.1335 0.1736 0.2886 -0.0357 0.6586 0.7209 0.1985 0.1985 0.0725 0.1673 0.3813  3.2901 0.0369
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- 0.0006 0.0006 0.0006 0.0006 0.0680 0.0680 -0.1451 0.5582 0.5925 -0.0133 0 0.0509 0.0599 0.4103 0.2616 0.0317 0.0317 0.5691
- 0.5690 0.5690  1.1614  1.3315 0.8650 0.8645 0.0185 0.1196 -0.1278 0.2434 0.0465 0.2824 0.0465 0.2825 -0.2447 -0.6686 -0.8144
- -0.5354 -0.1014 -0.0694 0.3366 -0.1222 0.0243 0.0563 -0.1149 0.3041 -0.1076 -0.0108 0 0 -0.0009 -0.2541 -0.1009 0.0452 -0.2323
- -0.3781 -0.0864 -0.0724 -0.0545 -0.2471 -0.1832 0.0315 0.0452 0.1410 -0.1011 0.0318 -0.1015 0.1465 0.0495 -0.0569  1.0081
-  1.0773 -0.0457 -0.0457 0.0576 0.1339 -0.0259 -0.6053 0.0310 0.0310 0.0239 0.0239 0.4479 0.0239 0.1050 0.0239 0.0444 0.0444
- 0.0444 0.0444 0.0399 -0.0579 -0.0579 -0.0579 -0.1775 -0.0311 0 -0.0309 0 0 0 0 0 0 -0.3476 -0.0647 -0.0204  1.8540 0.5376
- 0.5385 0.6717 0.6717 -0.0134 0.4829 0.0070 -0.0316 -0.0053 -0.0090 -0.0002 -0.1458 0.0005 -0.0226 0.0008 0 -0.0009 -0.0010
- -0.0361 -0.0048 -0.0102 -0.0102 -0.0102 0 0 -0.1892 -0.1578 -0.0346 -0.0220 -0.0677 -0.0044 -0.0427 -0.0325 -0.0730 -0.0113
- 0.5100 0.5099 -0.0486 -0.0163 -0.0053 0.4574 0.4931 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0046 0 0 0 0 0 0 0 0 -0.0316 0.4829
- -0.0191 0.0008 -0.0226 0.0444 0 -0.0437 0.0236 0.5690 0.0006 0.5582 -0.1016 0.4479 0.0239 0.0310 -0.0579 -0.0204 0.0070 -0.0102
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0444 0 0 0 0  4.5772 -0.4137 -0.4136 -0.3432 -0.3312 -0.2981 -0.0810 -0.1123
- -0.3915 0.8742 0.8318 -0.0093 0.0088 -0.0056 -0.1134 -0.1134 -0.1134 -0.1134 -0.0372 -0.0372 -0.1892 0.8093 0.8481 -0.0139
- 0 0.0471 0.0528 0.7331 0.3349 -0.0129 -0.0129 0.8845 0.8843 0.8844  1.4363  1.6285  1.2792  1.3754 -0.2098 -0.0948 -0.1891
- 0.0186 -0.4087 -0.1421 -0.4087 -0.1421 -0.5596 -0.7312 -0.8069 -0.5813 -0.2017 -0.1661 -0.2853 -0.1090 -0.0323 0.0033 -0.1586
- 0.5818 -0.1100 -0.0022 0 0 0.0137 -0.1868 -0.1568 -0.1830 -0.3901 -0.4663 -0.3140 -0.2122 -0.1839 -0.3915 -0.3203 -0.1780
- -0.1819 -0.0750 -0.2585 -0.1802 -0.1600 -0.0676 -0.1685 -0.1534  1.5835  1.6511 -0.1576 -0.1575 -0.0438 -0.2066 -0.3846  -2.5366
- -0.0254 -0.0254 0.0244 0.0244 0.7120 0.0245 0.2059 0.0244 -0.0118 -0.0118 -0.0118 -0.0119 -0.0167 -0.0054 -0.0054 -0.0054
- -0.1642 -0.0875 0 0.0016 0 0 0 0 0 0 -0.0323 0.0493 0.0369  3.0483 0.6895 0.6908 0.6554 0.6555 -0.0135 0.8490 0.0063 -0.0312
- -0.0012 -0.0074 0.0014 -0.1329 -0.0562 -0.0189 0.0008 0 -0.0015 0.0024 -0.0358 -0.0028 0.0028 0.0028 0.0028 0 0 -0.1766 -0.1421
- -0.0283 -0.0213 -0.0670 -0.0025 -0.0431 -0.0321 -0.0655 -0.0094 0.9121 0.9118 -0.0409 -0.0073 0.0011 0.8580 0.9028 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0.0001 0.0021 0 0 0 0 0 0 0 0 -0.0312 0.8490 -0.0174 0.0008 -0.0189 -0.0118 0.0001 -0.1005 -0.0254
- 0.8843 -0.1134 0.8093 -0.1450 0.7120 0.0244 -0.0254 -0.0054 0.0369 0.0063 0.0028 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 -0.0118 0 0 0 0  2.1182  2.1178  1.8664  1.9527 0.6796 0.3295 0.3010 0.9464 -0.0218 0.1095 0.0922 -0.0308 0.1169 0.3837
- 0.3837 0.3837 0.3837 0.1975 0.1975 0.8472 0.1744 0.0827 -0.0215 0 -0.3635 -0.3465 0.6294 0.4914 0.0942 0.0942 -0.0140 -0.0140
- -0.0140  1.0445 0.5814  1.9601  1.1114 0.6525 0.3727 0.2712 -0.3105  1.4628 0.8110  1.4628 0.8109  2.4699  3.1541  3.6186
-  2.7533 0.9608 0.8642  1.0715 0.6111 0.1543 0.0602 0.7471  1.3969 0.1813 -0.1027 0 0 -0.0669 0.6381 0.3007 0.6995  1.3768
-  1.8320 0.9215 0.8948 0.9632  1.8016  1.6089  1.1144 0.6956 0.4020  1.1529  1.1318 0.3141 0.4159 0.6792 0.8693 0.7292 0.3896
- 0.4467 0.4467 0.1756  1.1387  1.6207  7.4484 0.0982 0.0984 -0.0402 -0.0402 0.7472 -0.0406 -0.9697 -0.0402 0.1199 0.1199 0.1199
- 0.1199 0.1261 -0.1418 -0.1416 -0.1417 0.7012 0.2428 0 -0.0856 0 0 0 0 0 0 -0.8504 -0.2845 -0.1624  2.1135 0.9868 0.9867  1.3458
-  1.3454 -0.0219 -0.1204 -0.0031 0.0524 -0.0285 -0.0151 -0.0103 0.6487 0.1902 -0.0368 -0.0013 0 0.0002 -0.0106 0.0624 -0.0251
- -0.0277 -0.0277 -0.0277 0 0 0.7205 0.6287 -0.0577 0.0107 0.1148 -0.0231 0.0705 0.0533 0.3185 -0.0185 -0.1282 -0.1282 0.0680
- -0.0197 -0.0064 -0.0617 -0.1481 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0004 0.0011 0 0 0 0 0 0 0 0 0.0524 -0.1204 0.0852 -0.0013
- -0.0368 0.1199 -0.0004 0.2594 0.0776 -0.0140 0.3837 0.1744 0.7807 0.7472 -0.0402 0.0984 -0.1417 -0.1624 -0.0031 -0.0277 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1199 0 0 0 0  2.2164  1.8661  1.9524 0.6806 0.3298 0.3014 0.9469 -0.0218 0.1095
- 0.0921 -0.0308 0.1168 0.3836 0.3836 0.3835 0.3836 0.1974 0.1974 0.8471 0.1743 0.0827 -0.0216 0 -0.3635 -0.3466 0.6294 0.4913
- 0.0942 0.0942 -0.0140 -0.0140 -0.0140  1.0444 0.5814  1.9602  1.1115 0.6525 0.3729 0.2714 -0.3103  1.4626 0.8111  1.4626
- 0.8109  2.4698  3.1538  3.6184  2.7531 0.9615 0.8650  1.0731 0.6114 0.1546 0.0605 0.7474  1.3972 0.1816 -0.1023 0 0 -0.0665
- 0.6385 0.3010 0.6997  1.3782  1.8335 0.9229 0.8964 0.9648  1.8031  1.6104  1.1145 0.6957 0.4022  1.1531  1.1320 0.3144 0.4161
- 0.6793 0.8700 0.7295 0.3899 0.4474 0.4474 0.1764  1.1411  1.6229  7.4589 0.0981 0.0983 -0.0403 -0.0403 0.7471 -0.0402 -0.9697
- -0.0403 0.1199 0.1199 0.1199 0.1199 0.1260 -0.1417 -0.1416 -0.1417 0.7012 0.2427 0 -0.0856 0 0 0 0 0 0 -0.8502 -0.2844 -0.1624
-  2.1133 0.9875 0.9882  1.3480  1.3481 -0.0215 -0.1204 -0.0031 0.0524 -0.0285 -0.0151 -0.0103 0.6487 0.1901 -0.0368 -0.0013
- 0 0.0002 -0.0106 0.0624 -0.0251 -0.0277 -0.0277 -0.0277 0 0 0.7205 0.6286 -0.0577 0.0107 0.1147 -0.0231 0.0705 0.0537 0.3187
- -0.0183 -0.1281 -0.1281 0.0680 -0.0197 -0.0064 -0.0617 -0.1481 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 0.0011 0 0 0 0 0 0 0 0
- 0.0524 -0.1204 0.0851 -0.0013 -0.0368 0.1199 0.0001 0.2593 0.0775 -0.0140 0.3836 0.1743 0.7806 0.7471 -0.0403 0.0983 -0.1417
- -0.1624 -0.0031 -0.0277 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1199 0 0 0 0  2.4975  1.9687 -0.1882 0.2002 0.0060 -0.1868
- -0.0005 0.1700 0.1147 -0.0583 0.1321 0.1423 0.1423 0.1423 0.1423 0.5840 0.5840 0.7012 0.0864 0.3062 -0.0222 0 -0.2182 -0.3357
- 0.6406 0.5570 0.1087 0.1087 0.0165 0.0165 0.0165 0.5373  1.6407  1.6525 0.6340 0.3194 0.9806 -0.1561 0.6329 0.6490  2.1950
- 0.6490  2.1963  1.7764  2.5050  3.0643  3.4704 0.8510  1.0942  4.2674 0.6731 0.1160 0.3616 0.7563  1.4247 -0.2022 0.5211
- 0 0 -0.0486 0.3551 -0.1042 0.3619 0.6858  1.2419 0.1297  1.9028 0.9417  1.5494  2.0362  1.2220 0.3641  1.0899 0.9216  1.2431
- -0.1174  1.0282 0.3644 0.9116 0.8091 0.6145 0.0582 0.0583 0.7229  2.2656  1.0486  1.3287 0.1286 0.1288 0.0448 0.0449 0.7984
- 0.0446 -0.8434 0.0449 0.1525 0.1525 0.1525 0.1524 0.1440 -0.1628 -0.1627 -0.1627 0.5711 0.0166 0 -0.0964 0 0 0 0 0 0 -0.9768
- -0.2561 -0.1056  2.2703  1.1026  1.1016  1.5586  1.5583 -0.0240 -0.1220 -0.0205 -0.0562 0.1490 0.1023 -0.0083 0.6274 0.0729
- 0.2382 0.0014 0 -0.0016 -0.0438 -0.0900 0.1397 -0.0345 -0.0346 -0.0346 0 0 0.5501 0.7930 0.3913 0.0557 -0.1462 0.1289 -0.0768
- -0.0581 0.3072 0.1187 -0.1248 -0.1248 -0.0697 0.1516 -0.0097 -0.1941 0.0268 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0003 0.0016 0
- 0 0 0 0 0 0 0 -0.0562 -0.1220 0.0824 0.0014 0.2382 0.1525 -0.0003 -0.0064 0.4314 0.0165 0.1423 0.0864 0.7805 0.7984 0.0449
- 0.1288 -0.1627 -0.1056 -0.0205 -0.0346 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1525 0 0 0 0  11.8903 -0.1675 0.2196 0.0166
- -0.1926 -0.0195 0.1621 0.1084 -0.0667 0.1110 0.1581 0.1581 0.1581 0.1581 0.2402 0.2402 0.7302 0.0915 0.1345 -0.0190 0 -0.3596
- -0.3401 0.6547 0.5389 0.5364 0.5364 0.0170 0.0170 0.0170 0.5642 0.7720  1.6972 0.6711 0.3433 0.4650 -0.1045 -0.2142 0.6973
- 0.9845 0.6973 0.9835  1.9205  2.6387  3.2115  2.7742 0.8660 0.9039  1.3208 0.6796 0.1158 0.1559 0.7673  1.4399 -0.1517 -0.0329
- 0 0  9.4582 0.4123 -0.0851 0.3856 0.7611  1.3249 0.1973 0.9513  16.7776  1.5890  1.6650  1.2002 0.3813 0.4913 0.9457  1.2190
- -0.0669 0.5031 0.3789 0.9088 0.8083 0.4701 0.0839 0.0839 0.2167  1.3149  1.1247  1.6941 0.1238 0.1240 0.0336 0.0337 0.7957
- 0.0334 -0.8626 0.0337 0.1430 0.1430 0.1430 0.1430 0.1415 -0.1618 -0.1617 -0.1617 0.5820 0.0165 0 -0.0930 0 0 0 0 0 0 -0.9704
- -0.2581 -0.1123  2.2647  1.0816  1.0816  1.5101  1.5098 -0.0193 -0.1139 -0.0320 -0.0613 -0.0210 -0.0161 0.1958 0.6432 0.0775
- -0.0395 0.0011 0 0.0002  1.4842 -0.0934 -0.0558 -0.0326 -0.0326 -0.0326 0 0 0.5802 0.6220 -0.0618 -0.0341 -0.1546 -0.0515
- -0.0621 -0.0620 0.3154 -0.0199 -0.1225 -0.1225 -0.0655 -0.0242 0.2054 -0.1886 -0.1467 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0003
- -0.0025 0 0 0 0 0 0 0 0 -0.0613 -0.1139 0.0844 0.0011 -0.0395 0.1430 -0.0003 0.0095 0.0972 0.0170 0.1581 0.0915 0.7982 0.7957
- 0.0337 0.1240 -0.1617 -0.1123 -0.0320 -0.0326 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1430 0 0 0 0  3.1150 0.4513  1.0546
-  4.0496 -0.1160 -0.0737 -0.0056 -0.0443 -0.0619 0.8526 0.8526 0.8526 0.8527 -0.0183 -0.0184 0.3561 0.3638 -0.0746 -0.0170
- 0 0.0170 0.0120 -0.1311 -0.0841 0.0050 0.0050 -0.0657 -0.0656 -0.0656  1.9925 -0.1872 0.9973  1.5369  1.2294 -0.0742  1.2503
- -0.0065  2.9695 -0.0790  2.9696 -0.0748  1.9809  1.4592 0.9637 -0.2814 0.3492 -0.0875 -0.0975 -0.3038 0.1877 -0.2473 -0.0946
- -0.2085  1.0744 -0.2305 0 0 -0.1962 0.5828  1.3132  1.2591  2.1015  1.6042  2.5988 -0.0812 -0.0161 0.7101 -0.1630 -0.1103
-  1.2635 -0.0500 0.7725 -0.1124  1.2804 -0.0381  1.2423 -0.0855 -0.2071 -0.1724  1.2844  1.2845 -0.0138 -0.2273  1.9554  20.7987
- -0.0296 -0.0297 -0.2382 -0.2384 -0.1435 -0.2373 -0.3872 -0.2384 -0.0116 -0.0116 -0.0116 -0.0116 0.0047 0.0017 0.0017 0.0017
- 0.3254 0.8191 0 -0.0126 0 0 0 0 0 0 0.0100 -0.2050 -0.2216 -0.4865 -0.1646 -0.1625 -0.1953 -0.1942 -0.0169 -0.0470 -0.0503
- 0.3916 -0.0178 0.0012 -0.0038 -0.0661 0.4276 0.0029 -0.0076 0 0 -0.0296 0.3690 -0.0482 0.0017 0.0018 0.0018 0 0 0.3719 -0.0647
- 0.0046 0.1436 0.7604 -0.0444 0.4299 0.4414 -0.0320 0.0020 -0.0562 -0.0562 0.4262 -0.0006 0.0023 0.3672 -0.0573 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0.0010 -0.0015 0 0 0 0 0 0 0 0 0.3916 -0.0470 -0.0087 -0.0076 0.0029 -0.0116 0.0010 0.8736 -0.0067 -0.0656
- 0.8526 0.3638 -0.0783 -0.1435 -0.2384 -0.0297 0.0017 -0.2216 -0.0503 0.0018 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0116
- 0 0 0 0  8.2097 0.1436  14.6957 0.0451 0.1516 0.0805 -0.0241 0.1018 0.3135 0.3135 0.3135 0.3158 0.1807 0.1807 0.0105 0.2004
- 0.1362 -0.0108 0 0.0502 0.0621 -0.0994 0.1061 0.0866 0.0866 0.0457 0.0456 0.0457 0.9758 0.6468 0.3746 0.3416 0.5528 0.3528
- 0.2324 0.4769  1.2010 0.7361  1.2010 0.7358 0.5932 -0.1748 -0.4781 -0.4389 0.1149 0.0506  1.0175 -0.1741 0.1280 0.0626 -0.0529
- -0.1410 0.1303 -0.0660 0 0 -0.0345 -0.1718 0.2320 0.5809 0.4213 0.1200 0.7226 0.0993 0.1465 0.1267 -0.0021 0.2643 0.5744
- 0.3835 0.2719 0.2672 0.2541 0.3745 0.5379 0.0580 0.0506 0.1113 0.3625 0.3624 0.1684 0.4872 0.8092  5.9738 0.0922 0.0924 -0.0289
- -0.0289 0.0045 -0.0286 -0.1187 -0.0289 0.1032 0.1032 0.1032 0.1032 0.1216 -0.1151 -0.1150 -0.1150 -0.1327 0.1770 0 -0.0768
- 0 0 0 0 0 0 -0.6902 -0.2433 -0.1362 -0.0436 0.2114 0.2119 0.5220 0.5223 -0.0105 -0.0508 -0.0014 0.0134 -0.0310 -0.0092 -0.0110
- -0.1457 0.1645 -0.0230 -0.0009 0 0.0001 -0.0022 0.0395 -0.0131 -0.0242 -0.0242 -0.0242 0 0 -0.0970 -0.1577 -0.0351 0.0090
- 0.0529 -0.0121 0.0489 0.0149 -0.0739 -0.0113 -0.0570 -0.0570 0.0425 -0.0120 -0.0049 -0.0160 -0.0692 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0.0003 0.0005 0 0 0 0 0 0 0 0 0.0134 -0.0508 -0.0191 -0.0009 -0.0230 0.1032 0.0003 0.2032 0.0775 0.0456 0.3135 0.2004
- -0.0415 0.0045 -0.0289 0.0924 -0.1150 -0.1362 -0.0014 -0.0242 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1032 0 0 0 0  2.7923
-  1.2504 -0.0204 0.0249 0.0228 -0.0208 0.0127 0.3469 0.3469 0.3469 0.3477 0.0499 0.0499 0.1082 0.1681 0.0196 -0.0083 0 0.0204
- 0.0226 -0.0689 0.0079 0.0271 0.0271 -0.0053 -0.0053 -0.0053 0.8847 0.1427 0.4084 0.5553 0.5311 0.0863 0.4390 0.1442  1.2416
- 0.2021  1.2416 0.2032 0.7648 0.3758 0.1372 -0.2173 0.1380 -0.0101 0.2828 -0.1427 0.0945 -0.0535 -0.0440 -0.1044 0.3560 -0.0881
- 0 0 -0.0706 0.1188 0.4558 0.5489 0.7468 0.5084 0.9851 0.0064 0.0358 0.2478 -0.0484 0.0485 0.5478 0.1034 0.3106 0.0487 0.4548
- 0.1034 0.5315 -0.0074 -0.0453 -0.0165 0.4879 0.4879 0.0475 0.0823 0.8227  7.9406 0.0196 0.0196 -0.0789 -0.0790 -0.0407 -0.0786
- -0.1502 -0.0790 0.0282 0.0282 0.0282 0.0282 0.0357 -0.0353 -0.0352 -0.0353 0.0586 0.2954 0 -0.0256 0 0 0 0 0 0 -0.2116 -0.1354
- -0.1072 -0.1561 0.0164 0.0172 0.1025 0.1029 -0.0081 -0.0297 -0.0154 0.1226 -0.0124 -0.0025 -0.0041 -0.0641 0.1727 -0.0062
- -0.0025 0 0 -0.0101 0.1210 -0.0183 -0.0069 -0.0068 -0.0068 0 0 0.0796 -0.0673 -0.0094 0.0449 0.2436 -0.0169 0.1414 0.1354
- -0.0320 -0.0029 -0.0339 -0.0340 0.1389 -0.0038 -0.0010 0.1037 -0.0379 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0004 -0.0003 0 0 0 0
- 0 0 0 0 0.1226 -0.0297 -0.0084 -0.0025 -0.0062 0.0282 0.0004 0.3187 0.0217 -0.0053 0.3469 0.1681 -0.0357 -0.0407 -0.0790
- 0.0196 -0.0353 -0.1072 -0.0154 -0.0068 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0282 0 0 0 0  47.6395 -0.1383 -0.0521
- 0.0081 -0.0715 -0.0588  1.1576  1.1576  1.1575  1.1616 0.0203 0.0204 0.4580 0.5028 -0.0642 -0.0245 0 0.0342 0.0305 -0.1886
- -0.0776 0.0042 0.0042 -0.0709 -0.0709 -0.0709  2.7526 -0.0869  1.3610  1.9902  1.6960 -0.0065  1.6386 0.1108  4.0602 0.0797
-  4.0602 0.0823  2.6613  1.8053  1.1054 -0.4674 0.4695 -0.0970 0.1192 -0.4279 0.2698 -0.2973 -0.1329 -0.2970  1.3915 -0.3103
- 0 0 -0.3170 0.6940  1.6783  1.7520  2.7467  2.0488  3.4445 -0.0860 -0.1009 0.9286 -0.2045 -0.0764  1.7450 0.0474  1.0472
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- 0.1042 -0.0118 0 0.0453 0.0546 -0.1041 0.0779 0.0720 0.0720 0.0290 0.0290 0.0290  1.1296 0.5206 0.4697 0.5183 0.6559 0.2886
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- 0.0319 0.0319 0.0319 0.2352 0.2625 -0.3259  2.1562  4.9711  4.9465  7.3523  5.2019 0.2266 0.2635 0.2266 0.2633 -0.3348 -0.9797
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- 0.1196 -0.1913 -0.4722 0.0895 -0.1596 -0.1752 -0.4182 -0.4055 -0.1115 0.1175 0.1380 -0.1639 -0.1129  2.4186 0.1330 0.1137
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- 0.1241 -0.0556 -0.0316 0.9351 0.5769 -0.2070 -0.1926 -0.0670 -0.6358 -0.4113 -0.3774 -0.4113 -0.3782 0.5684  1.6399  2.1306
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- -0.0035 0.0101 0.1316 0.1561 0.1756 0.0584 0.1332 0.0041 0.1775 0.1572 0.0339 0.0395 0.0652 0.0601 0.0601 0.0799 0.2452 0.2113
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- -0.0084 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0365 0 0 0 0  4.3168  3.0038  2.0154  2.0088  1.9522  1.1731 0.8428  1.6591
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- 0.9150 0.8439 0.9398  1.2727  1.9586 0.1270 0.8153  1.0538  1.3205  1.3205 0.5651  1.5885  2.8570  21.9854 0.3035 0.3039
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-  1.2633  2.5650  2.5651 -0.0518 0.1394 -0.0435 -0.1223 0.4048 0.2641 -0.0241 -0.6200 0.2640 0.6560 0.0030 0 -0.0059 -0.1029
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- 0.1501 -0.1647 0.3496 -0.0291 -0.0038 0.5013 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0004 0 0 0 0 0 0 0 0 -0.1223 0.1394 -0.0814
- 0.0030 0.6560 0.4338 0.0001 0.0953  1.2076 0.5955 0.5206 0.8970 -0.1875 0.3927 0.0926 0.3818 -0.4604 -0.3360 -0.0435 -0.0994
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4338 0 0 0 0  2.8899  1.9988 0.7567 0.2772 0.4254 -0.3658  1.7481 0.6338  1.7481
- 0.6295  2.4653  3.1277  3.4929  2.4956 0.9331 0.7789 0.7802 0.5227 0.1616 0.0061 0.6709  1.6454 0.3315 -0.1363 0 0 -0.0629
- 0.6926 0.4380 0.8185  1.5562  1.9260  1.1864 0.7847 0.8988  1.7665  1.4579 0.9826 0.8098 0.3493  1.1703 0.9955 0.4857 0.3268
- 0.7254 0.7788  1.3844  1.0494 0.5874 0.5874 0.1273 0.9549  1.7264  9.6599 0.0748 0.0750 -0.0735 -0.0736  1.0529 -0.0735 -0.9439
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- 0.2044 0.0782 -0.0024 -0.0451 0.0998 0.0001 0.3558 0.0515 0.3313 0.4697 0.5955 0.6948  1.0529 -0.0736 0.0750 -0.1400 -0.1813
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- 0.1242  1.8371 0.1270  1.8361  2.0297  2.0298  1.0561 0.5451 0.3032 0.1124 0.1334 0.1311 -0.1087  2.5536 0.8770 0.5746 -0.1474
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- 0.1285 -0.0113 0.2567 0.2568 0.2094 -0.0133 -0.0005 0.4721 0.2441 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0035 0 0 0 0 0 0
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- 0.5172 0.6076 0.6613  1.5643 0.2155 0.6159  4.8246  1.6325 0.7513 0.1488 0.1411 0.5024 0.1932 0.1933  1.1743  2.4071 0.8998
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- 0.3283 -0.0921 -0.1168 0.5657 -0.0549 0.3493 -0.1195  7.7895 -0.0900 0.4827 -0.0659 -0.1413 -0.1309 0.5886 0.5885 -0.0394
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- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0252 0 0 0 0  25.3248  1.7139  4.9538  1.7139  4.9554 -0.3022  -3.0140  -4.0225  -1.1550 -0.3091
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- 0.0968 -0.0223 -0.1048 -0.1048 -0.0679 -0.0233 -0.0118 -0.1722 -0.1279 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0002 0.0016 0 0 0 0
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- 0.1366 0.1049 -0.1443 -0.0216 -0.1134 -0.1134 0.1316 -0.0223 -0.0106 0.0156 -0.1361 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 0.0007
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-  1.6132 0.6748 0.1724 0.1917 0.5272 0.2207 0.2208  1.1299  2.5864 0.1240  4.1975 0.2171 0.2173 0.0461 0.0461 0.0682 0.0463
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- 0.5621 0.4297 0.3434 0.1838 0.4447 0.4446 0.1028 0.5858  1.1663  7.2843 0.0564 0.0565 -0.0570 -0.0570 0.3560 -0.0568 -0.5544
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- 0 0.2446 0 0 0 0  96.7793 0.1143 0.0570 0.2021 0.7728 0.7728 0.5229 0.9365  1.7543  12.8608 0.1723 0.1725 -0.0663 -0.0664
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- 0.3789 0.2006 0.0064 0.0064 0.0708 0.5366 0.4251 0.2252 0.0393 0.0394 0.0164 0.0164 0.3843 0.0171 -0.4095 0.0164 0.0482 0.0482
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- 0.2259 0.2645 -0.0421 -0.0250 -0.0803 -0.0023 -0.0479 -0.0381 0.1348 -0.0151 0.2874 0.2874 -0.0540 -0.0139 -0.0052 0.2347
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- 0.0307 0.0908 0.0908 0.0908 0.0907 0.0854 -0.1012 -0.1011 -0.1011 -0.0172 -0.0066 0 -0.0600 0 0 0 0 0 0 -0.6069 -0.1513 -0.0603
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- 0.2863 0.2863 -0.0590 0.0536 -0.0073 0.2285 0.3401 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0003 -0.0024 0 0 0 0 0 0 0 0 -0.0412 0.2716
- 0.0032 0.0010 0.1600 0.0908 0.0003 -0.0228 0.2084 0.3948 0.0684 0.4298 0.1144 0.5336 0.0307 0.0721 -0.1011 -0.0603 -0.0035
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- 0.0570 0.2866 -0.0227 0.1835 0.1337 -0.0576 -0.0063 -0.0558 -0.0558 0.1757 -0.0081 -0.0016 0.1182 -0.0642 0 0 0 0 0 0 0 0
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- 0.2559 -0.0539 -0.0488 -0.1027 0.0464 -0.0693 -0.1623 -0.0178 -0.0147 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0606 0
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- 0.0945 0 0 0.6170 0.5463 0.1410 0.0726 0.1931 0.0253 0.1184 0.0986 0.2532 0.0449 0.1567 0.1567 0.1229 0.0470 0.0268 0.2785
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- 0.0149 0.0106 0.0082 0.1577 -0.1163 0.0265 -0.0001 0 -0.0001 0.0076 0.0011 0.0104 0.0274 0.0275 0.0275 0 0 0.1623 0.1716
- 0.0406 0.0100 0.0048 0.0096 0.0035 0.0041 0.0804 0.0133 0.0569 0.0569 0.0037 0.0131 0.0074 0.0618 0.0702 0 0 0 0 0 0 0 0
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- 0.0659 0.2054 0.0470 -0.0075 0.0449 0.0020 0.0016 0.0026 0.0700 0.0008 0.0008 0.0019 0.0637 0.0004 0.0027 0.0645 0 0 0 0
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- 0.0119 0.0027 0.0192 0.0192 0.0192 0 0 0.5336 0.5245 0.0195 0.0093 0.0232 0.0025 0.0145 0.0117 0.2585 0.0067 0.0065 0.0065
- 0.0149 0.0057 0.0054 0.0213 0.0121 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0002 0 0 0 0 0 0 0 0 0.0114 0.0070 0.0682 -0.0003 0.0135
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- 0.1516 0.0329 0.0146 0.1949 0.1122 -0.0239 -0.0087 -0.0293 0.0393 -0.0451 -0.0728 -0.0046 -0.0102 0 0 0 0 0 0 0 0 0 0 0 0
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- 0 0 0 0 0 0 0 0 0 0 0 0 0.0597 0 0 0 0  2.7214 0.0617 -0.0040 0.0157 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0689 0
- 0 0 0  7.3491 0.0007 0.0123 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0533 0 0 0 0 0.5843 -0.0010 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0.0041 0 0 0 0  2.7145 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0154 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.0994
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.0994 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  9.8945 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0  2.4736 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.0994 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0  1.0994 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.5831 0 0 0 0 0 0 0 0 0 0 0 0 0 0.7036 0 0 0 0 0 0 0 0 0 0 0 0  1.8580 0 0 0
- 0 0 0 0 0 0 0 0  1.3303 0 0 0 0 0 0 0 0 0 0  1.5831 0 0 0 0 0 0 0 0 0  2.8144 0 0 0 0 0 0 0 0  4.8483 0 0 0 0 0 0 0 0.7036
- 0 0 0 0 0 0  9.8945 0 0 0 0 0 0.4246 0 0 0 0  27.4846 0 0 0  27.4846 0 0  27.4846 0  27.4846
-
-tc-ds634.txt produced at 10.54 on Mon 11 Jan,2021 (sigfit =  1.049)
diff --git a/ref_database/TC_634/tc-ds634a.txt b/ref_database/TC_634/tc-ds634a.txt
deleted file mode 100644
index 7d2e3992..00000000
--- a/ref_database/TC_634/tc-ds634a.txt
+++ /dev/null
@@ -1,3019 +0,0 @@
- 291    don't fiddle with the numbers: you'll BREAK the dataset...
-  
-5
-      fo   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2172.45   0.09510   4.3660
-         0.2333    0.000001494    -603.8   -1.8697
-         0.0000285  1285.00     3.84   -0.00300    0
-      fa   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1477.52   0.15100   4.6310
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000282  1256.00     4.68   -0.00370    0
-    teph   2  6   2.0000  1   1.0000 10   4.0000  0
-         -1733.86   0.15590   4.8990
-         0.2196    0.000000000   -1292.7   -1.3083
-         0.0000286  1256.00     4.68   -0.00370    0
-     lrn   2  7   2.0000  1   1.0000 10   4.0000  0
-         -2306.86   0.12760   5.1600
-         0.2475   -0.000003206       0.0   -2.0519
-         0.0000290   985.00     4.07   -0.00410    1   1710   0.01003    0.0500
-    mont   1  7   1.0000  5   1.0000  1   1.0000 10   4.0000  0
-         -2251.16   0.10950   5.1480
-         0.2507   -0.000010433    -797.2   -1.9961
-         0.0000287  1134.00     3.87   -0.00340    0
-    chum   8  5   9.0000  1   4.0000 10  18.0000 11   2.0000  0
-         -9613.02   0.44050  19.8010
-         1.0710   -0.000016533   -7899.6   -7.3739
-         0.0000320  1199.00     4.58   -0.00380    0
-    chdr   5  5   5.0000  1   2.0000 10  10.0000 11   2.0000  0
-         -5254.66   0.26000  11.0840
-         0.6250   -0.000001088   -2259.9   -4.9107
-         0.0000182  1161.00     4.80   -0.00410    0
-     mwd   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2138.03   0.09390   4.0510
-         0.2087    0.000003942   -1709.5   -1.3028
-         0.0000237  1726.00     3.84   -0.00220    0
-     fwd   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1467.69   0.14600   4.3210
-         0.2011    0.000017330   -1960.6   -0.9009
-         0.0000273  1690.00     4.35   -0.00260    0
-     mrw   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2126.78   0.09000   3.9490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1781.00     4.35   -0.00240    0
-     frw   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1471.52   0.14000   4.2030
-         0.1668    0.000042610   -1705.4   -0.5414
-         0.0000222  1977.00     4.92   -0.00250    0
-     mpv   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1442.17   0.06260   2.4450
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2510.00     4.14   -0.00160    0
-     fpv   1  4   1.0000  1   1.0000 10   3.0000  0
-         -1082.71   0.09500   2.5340
-         0.1332    0.000010830   -3661.4   -0.3147
-         0.0000187  2810.00     4.14   -0.00160    0
-     apv   2  3   2.0000 10   3.0000  0
-         -1619.61   0.05180   2.5400
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2030.00     4.00   -0.00200    0
-     npv   2  8   0.5000  3   0.5000  1   1.0000 10   3.0000  0
-         -1365.00   0.06300   2.3340
-         0.1350    0.000008460   -1850.3   -0.6008
-         0.0000180  2030.00     4.00   -0.00200    0
-     ppv   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1418.49   0.06040   2.4420
-         0.1493    0.000002918   -2983.0   -0.7991
-         0.0000187  2312.00     4.00   -0.00160    0
-     cpv   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1533.53   0.07450   2.7450
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000200  2360.00     3.90   -0.00160    0
-     mak   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1489.56   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00220    0
-     fak   1  4   1.0000  1   1.0000 10   3.0000  0
-         -1142.11   0.09150   2.7600
-         0.1003    0.000013328   -4364.9    0.4198
-         0.0000212  2180.00     4.55   -0.00220    0
-     maj   3  5   4.0000  1   4.0000 10  12.0000  0
-         -6041.73   0.26020  11.4570
-         0.7136   -0.000000997   -1158.2   -6.6223
-         0.0000183  1600.00     4.56   -0.00280    0
-    nagt   3  8   1.0000  3   1.0000  5   2.0000  1   4.0000 10  12.0000  0
-         -5985.00   0.26060  11.0900
-         0.6208    0.000011200   -3755.9   -4.4213
-         0.0000210  1700.00     4.00   -0.00230    0
-      py   3  5   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -6284.62   0.26700  11.3130
-         0.6335    0.000000000   -5196.1   -4.3152
-         0.0000237  1743.00     4.05   -0.00230    0
-     alm   3  4   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -5267.57   0.33670  11.5250
-         0.7162   -0.000012410   -3160.8   -5.8635
-         0.0000212  1900.00     2.98   -0.00160    0
-    spss   3  6   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -5692.30   0.33530  11.7920
-         0.6469    0.000000000   -4525.8   -4.4528
-         0.0000227  1740.00     6.68   -0.00380    0
-      gr   3  7   3.0000  3   2.0000  1   3.0000 10  12.0000  0
-         -6642.90   0.25500  12.5350
-         0.6260    0.000000000   -5779.2   -4.0029
-         0.0000220  1720.00     5.53   -0.00320    0
-    andr   3  7   3.0000  4   2.0000  1   3.0000 10  12.0000  0
-         -5768.85   0.31640  13.2040
-         0.6386    0.000000000   -4955.1   -3.9892
-         0.0000286  1588.00     5.68   -0.00360    0
-     ski   3  4   5.0000  1   3.0000 10  12.0000  0
-         -4331.14   0.40340  12.1440
-         0.6899    0.000000000   -2948.6   -5.0303
-         0.0000285  1574.00     6.70   -0.00430    0
-    knor   3  5   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-         -5701.12   0.30200  11.7380
-         0.6130    0.000003606   -4178.0   -3.7294
-         0.0000237  1534.00     4.34   -0.00280    0
-      uv   3  7   3.0000 19   2.0000  1   3.0000 10  12.0000  0
-         -6057.52   0.32090  13.0770
-         0.6051    0.000003606   -4760.6   -3.4171
-         0.0000220  1620.00     4.70   -0.00290    0
-    osma   2  9   1.0000  5   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-        -14896.00   0.75500  37.8930
-         1.5407   -0.000011359  -10339.0  -11.6990
-         0.0000047  1290.00     4.10   -0.00310    0
-    osmm   3  9   1.0000  5   3.0000  3   3.0000  1  11.0000 10  30.0000  0
-        -14786.28   0.74000  38.4400
-         1.5255   -0.000010267  -10538.0  -11.3370
-         0.0000047  1290.00     4.10   -0.00310    0
-    osfa   1  9   1.0000  4   2.0000  3   5.0000  1  10.0000 10  30.0000  0
-        -14215.33   0.78000  38.4500
-         1.5586   -0.000011359   -9476.5  -11.8450
-         0.0000049  1290.00     4.10   -0.00310    0
-     vsv   1  7  19.0000  5   2.0000  3  11.0000  1  18.0000 10  78.0000 11   9.0000  0
-        -42345.18   1.89000  85.2000
-         4.4880   -0.000057952  -22269.3  -33.4780
-         0.0000275  1255.00     4.80   -0.00380    0
-     and   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2588.56   0.09270   5.1530
-         0.2773   -0.000006588   -1914.1   -2.2656
-         0.0000181  1442.00     6.89   -0.00480    0
-      ky   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2592.86   0.08350   4.4140
-         0.2794   -0.000007124   -2055.6   -2.2894
-         0.0000192  1601.00     4.05   -0.00250    0
-    sill   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2585.66   0.09540   4.9860
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000112  1640.00     5.06   -0.00310    2   4.75 0.0100   4.75 0.0100     1   0.25
-    smul   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2569.21   0.10150   4.9870
-         0.2802   -0.000006900   -1375.7   -2.3994
-         0.0000136  1740.00     4.00   -0.00230    0
-    amul   2  3   2.5000  1   0.5000 10   4.7500  0
-         -2485.87   0.11300   5.0830
-         0.2448    0.000000968   -2533.3   -1.6416
-         0.0000136  1740.00     4.00   -0.00230    0
-     tpz   1  3   2.0000  1   1.0000 10   6.0000 11   2.0000  0
-         -2898.70   0.10050   5.3390
-         0.3517   -0.000011200   -3908.0   -2.5118
-         0.0000157  1315.00     4.06   -0.00310    0
-     mst   4  5   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -25122.57   0.91000  44.2600
-         2.8205   -0.000059366  -13774.0  -24.1260
-         0.0000181  1684.00     4.05   -0.00240    0
-     fst   4  4   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -23755.28   1.01000  44.8800
-         2.8800   -0.000056595  -10642.0  -25.3730
-         0.0000183  1800.00     4.76   -0.00260    0
-    mnst   4  6   4.0000  3  18.0000  1   7.5000 10  48.0000 11   4.0000  0
-        -24242.30   1.03400  45.4600
-         2.8733   -0.000089064  -12688.0  -24.7490
-         0.0000209  1800.00     4.76   -0.00260    0
-    mctd   1  5   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3549.14   0.14600   6.8750
-         0.4174   -0.000003771   -2920.6   -3.4178
-         0.0000263  1456.00     4.06   -0.00280    0
-    fctd   1  4   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3208.54   0.16700   6.9800
-         0.4161   -0.000003477   -2835.9   -3.3603
-         0.0000280  1456.00     4.06   -0.00280    0
-   mnctd   1  6   1.0000  3   2.0000  1   1.0000 10   7.0000 11   2.0000  0
-         -3335.44   0.16600   7.1750
-         0.4644   -0.000012654   -1147.2   -4.3410
-         0.0000260  1456.00     4.06   -0.00280    0
-    merw   1  7   3.0000  5   1.0000  1   2.0000 10   8.0000  0
-         -4545.54   0.25310   9.8470
-         0.4175    0.000008117   -2923.0   -2.3203
-         0.0000319  1200.00     4.07   -0.00340    0
-     spu   5  7   5.0000  1   2.0000 12   1.0000 10  11.0000  0
-         -5846.59   0.33200  14.6970
-         0.6141   -0.000003508   -2493.1   -4.1680
-         0.0000340   950.00     4.09   -0.00430    0
-      zo   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6896.17   0.29800  13.5750
-         0.6620    0.000010416   -6006.4   -4.2607
-         0.0000312  1044.00     4.00   -0.00380    0
-      cz   1  7   2.0000  3   3.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6895.41   0.30100  13.6300
-         0.6309    0.000013693   -6645.8   -3.7311
-         0.0000233  1197.00     4.07   -0.00340    0
-      ep   2  7   2.0000  3   2.0000  4   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6473.67   0.31500  13.9200
-         0.6133    0.000022070   -7160.0   -2.9877
-         0.0000234  1340.00     4.00   -0.00300    0
-     fep   2  7   2.0000  3   1.0000  4   2.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6028.04   0.32900  14.2100
-         0.5847    0.000030447   -7674.2   -2.2443
-         0.0000231  1513.00     4.00   -0.00260    0
-     pmt   2  7   2.0000  3   2.0000  6   1.0000  1   3.0000 10  13.0000 11   1.0000  0
-         -6542.56   0.34000  13.8200
-         0.5698    0.000027790   -5442.9   -2.8126
-         0.0000238  1197.00     4.07   -0.00340    0
-     law   1  7   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4868.57   0.22900  10.1320
-         0.6878    0.000001566     375.9   -7.1792
-         0.0000265  1229.00     5.45   -0.00440    0
-     mpm   4  7   4.0000  3   5.0000  5   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -14386.61   0.62900  29.5500
-         1.7208   -0.000024928   -5998.7  -14.6203
-         0.0000248  1615.00     4.05   -0.00250    0
-     fpm   4  7   4.0000  3   5.0000  4   1.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -14034.11   0.65700  29.6800
-         1.7372   -0.000024582   -5161.1  -14.9630
-         0.0000249  1615.00     4.05   -0.00250    0
-     jgd   4  7   4.0000  4   6.0000  1   6.0000 10  28.0000 11   7.0000  0
-        -11808.84   0.83000  31.0800
-         1.7954   -0.000037986   -4455.7  -14.8880
-         0.0000249  1615.00     4.05   -0.00250    0
-     geh   1  7   2.0000  3   2.0000  1   1.0000 10   7.0000  0
-         -3992.13   0.19850   9.0240
-         0.4057   -0.000007099   -1188.3   -3.1744
-         0.0000223  1080.00     4.08   -0.00380    2   7.51 0.0900   7.50 0.0900     1   0.80
-      ak   1  7   2.0000  5   1.0000  1   2.0000 10   7.0000  0
-         -3865.49   0.21250   9.2540
-         0.3854    0.000003209    -247.5   -2.8899
-         0.0000257  1420.00     4.06   -0.00290    0
-     rnk   3  7   3.0000  1   2.0000 10   7.0000  0
-         -3943.74   0.21000   9.6510
-         0.3723   -0.000002893   -2462.4   -2.1813
-         0.0000328   950.00     4.09   -0.00430    0
-      ty   5  7   5.0000  1   2.0000 12   2.0000 10  13.0000  0
-         -6367.93   0.39000  17.0390
-         0.7417   -0.000005345   -1434.6   -5.8785
-         0.0000342   950.00     4.09   -0.00430    0
-     crd   1  5   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -9163.13   0.40410  23.3220
-         0.9061    0.000000000   -7902.0   -6.2934
-         0.0000068  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-    hcrd   1  5   2.0000  3   4.0000  1   5.0000 10  19.0000 11   2.0000  0
-         -9448.14   0.48300  23.3220
-         0.9553    0.000000000   -8352.6   -6.3012
-         0.0000067  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-    fcrd   2  4   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -8444.00   0.46100  23.7100
-         0.9240    0.000000000   -7039.4   -6.4396
-         0.0000067  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-   mncrd   1  6   2.0000  3   4.0000  1   5.0000 10  18.0000  0
-         -8692.11   0.47300  24.0270
-         0.8865    0.000000000   -8840.0   -5.5904
-         0.0000069  1290.00     4.10   -0.00310    2  36.71 0.1000  36.70 0.1000     2   1.50
-     phA   7  5   7.0000  1   2.0000 10  14.0000 11   6.0000  0
-         -7129.51   0.35050  15.4220
-         0.9620   -0.000011521   -4517.8   -7.7247
-         0.0000355  1450.00     4.06   -0.00280    0
-     phD   1  5   1.0000  1   2.0000 10   6.0000 11   2.0000  0
-         -2670.13   0.11120   5.1030
-         0.2946    0.000007944   -5008.7   -1.3355
-         0.0000379  1650.00     5.00   -0.00300    0
-     phE   1  5   2.4000  1   1.2000 10   6.0000 11   2.4000  0
-         -2931.12   0.16900   6.4350
-         0.3974   -0.000003533   -1344.4   -3.2902
-         0.0000379   930.00     5.00   -0.00540    0
-     shB  10  5  10.0000  1   3.0000 10  18.0000 11   4.0000  0
-         -9477.28   0.39600  18.6150
-         1.0777    0.000000642   -7407.4   -7.4287
-         0.0000356  1320.00     5.30   -0.00391    0
-     sph   1  7   1.0000  2   1.0000  1   1.0000 10   5.0000  0
-         -2596.81   0.12920   5.5650
-         0.2279    0.000002924   -3539.5   -0.8943
-         0.0000158  1017.00     9.85   -0.00970    1    485   0.00040    0.0050
-    cstn   1  7   1.0000  1   2.0000 10   5.0000  0
-         -2482.85   0.09950   4.8180
-         0.2056    0.000006034   -5517.7   -0.3526
-         0.0000158  1782.00     4.00   -0.00220    0
-     zrc   2 16   1.0000  1   1.0000 10   4.0000  0
-         -2035.16   0.08303   3.9260
-         0.2320   -0.000014405       0.0   -2.2382
-         0.0000125  2301.00     4.04   -0.00180    0
-     zrt   2 16   1.0000  2   1.0000 10   4.0000  0
-         -1993.60   0.10280   4.4200
-         0.2146   -0.000008226     190.3   -1.8204
-         0.0000125  2301.00     4.04   -0.00180    0
-     tcn   2  2   1.0000  1   1.0000 10   4.0000  0
-         -1763.15   0.08100   3.4930
-         0.2086   -0.000003669     113.0   -1.9069
-         0.0000125  2301.00     4.04   -0.00180    0
-      en   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3089.93   0.13250   6.2620
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000227  1059.00     8.65   -0.00820    0
-    pren   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3084.26   0.13700   6.4760
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000230  1059.00     8.65   -0.00820    0
-     cen   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3090.81   0.13200   6.2640
-         0.3060   -0.000003793   -3041.7   -1.8521
-         0.0000211  1059.00     8.65   -0.00820    0
-     hen   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3082.43   0.13170   6.0990
-         0.3562   -0.000002990    -596.9   -3.1853
-         0.0000226  1500.00     5.50   -0.00360    0
-     hfs   1  4   2.0000  1   2.0000 10   6.0000  0
-         -2380.57   0.18900   6.4050
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000237  1500.00     5.50   -0.00360    0
-      fs   2  4   2.0000  1   2.0000 10   6.0000  0
-         -2388.52   0.18990   6.5920
-         0.3987   -0.000006579    1290.1   -4.0580
-         0.0000326  1010.00     4.08   -0.00400    0
-    mgts   1  5   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-         -3200.57   0.12850   6.0500
-         0.3714   -0.000004082    -398.4   -3.5471
-         0.0000217  1028.00     8.55   -0.00830    0
-      di   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-         -3201.76   0.14290   6.6190
-         0.3145    0.000000041   -2745.9   -2.0201
-         0.0000273  1192.00     5.19   -0.00440    0
-     hed   2  7   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-         -2841.97   0.17500   6.7950
-         0.3402    0.000000812   -1047.8   -2.6467
-         0.0000238  1192.00     3.97   -0.00330    0
-      jd   1  8   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3025.36   0.13350   6.0400
-         0.3194    0.000003616   -1173.9   -2.4695
-         0.0000210  1281.00     3.81   -0.00300    0
-     kjd   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -2932.70   0.14124   6.4790
-         0.3162    0.000006905    -905.3   -2.4890
-         0.0000273  1450.00     5.00   -0.00340    0
-     acm   1  8   1.0000  4   1.0000  1   2.0000 10   6.0000  0
-         -2583.31   0.17060   6.4590
-         0.3071    0.000016758   -1685.5   -2.1258
-         0.0000211  1060.00     4.08   -0.00380    0
-     kos   1  8   1.0000 19   1.0000  1   2.0000 10   6.0000  0
-         -2744.89   0.14965   6.3090
-         0.3092    0.000005419    -664.6   -2.1766
-         0.0000194  1308.00     3.00   -0.00230    0
-    cats   1  7   1.0000  3   2.0000  1   1.0000 10   6.0000  0
-         -3310.02   0.13500   6.3560
-         0.3476   -0.000006974   -1781.6   -2.7575
-         0.0000208  1192.00     5.19   -0.00440    2   3.80 0.0100   3.80 0.0100     1   0.25
-    caes   1  7   0.5000  3   1.0000  1   2.0000 10   6.0000  0
-         -2997.68   0.12360   6.0500
-         0.3582   -0.000010213    -880.5   -3.3522
-         0.0000231  1192.00     5.19   -0.00440    0
-    rhod   1  6   1.0000  1   1.0000 10   3.0000  0
-         -1322.28   0.10050   3.4940
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000281   840.00     4.00   -0.00480    0
-    pxmn   1  6   1.0000  1   1.0000 10   3.0000  0
-         -1323.07   0.09930   3.4720
-         0.1384    0.000004088   -1936.0   -0.5389
-         0.0000280   840.00     4.00   -0.00480    0
-      wo   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1633.74   0.08250   3.9930
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000254   795.00     4.10   -0.00520    0
-    pswo   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1627.94   0.08780   4.0080
-         0.1578    0.000000000    -967.3   -1.0754
-         0.0000285  1100.00     4.08   -0.00370    0
-     wal   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1625.57   0.08450   3.7633
-         0.1593    0.000000000    -967.3   -1.0754
-         0.0000320   860.00     4.00   -0.00470    0
-      tr   2  7   2.0000  5   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12304.22   0.55300  27.2700
-         1.2602    0.000003830  -11455.0   -8.2376
-         0.0000261   762.00     4.10   -0.00540    0
-    fact   5  7   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10503.50   0.71000  28.4200
-         1.2900    0.000029992   -8447.5   -8.9470
-         0.0000288   760.00     4.10   -0.00540    0
-      ts   2  7   2.0000  5   3.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12553.86   0.53300  26.7390
-         1.2448    0.000024348  -11965.0   -8.1121
-         0.0000266   760.00     4.10   -0.00540    0
-    parg   4  8   1.0000  7   2.0000  5   4.0000  3   3.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12664.63   0.63500  27.1900
-         1.2802    0.000022997  -12359.5   -8.0658
-         0.0000280   912.00     4.09   -0.00450    0
-      gl   2  8   2.0000  5   3.0000  3   2.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -11955.86   0.53000  25.9800
-         1.7175   -0.000121070    7075.0  -19.2720
-         0.0000158   883.00     4.09   -0.00460    0
-     fgl   3  8   2.0000  3   2.0000  4   3.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10879.51   0.62400  26.5900
-         1.7629   -0.000118992    9423.7  -20.2071
-         0.0000183   890.00     4.09   -0.00460    0
-     nyb   5  8   3.0000  5   3.0000  3   3.0000  1   7.0000 10  24.0000 11   2.0000  0
-        -12165.33   0.62200  26.3140
-         1.7452   -0.000112162    6425.5  -19.1630
-         0.0000220   910.00     4.09   -0.00450    0
-    rieb   2  8   2.0000  4   5.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -10024.05   0.69500  27.4900
-         1.7873   -0.000124882    9627.1  -20.2755
-         0.0000181   890.00     4.09   -0.00460    0
-    anth   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12065.79   0.53700  26.5400
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00590    0
-   fanth   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-         -9623.83   0.72500  27.8700
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   700.00     4.11   -0.00590    0
-    cumm   2  5   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-        -12063.64   0.53800  26.3300
-         1.2773    0.000025825   -9704.6   -9.0747
-         0.0000252   700.00     4.11   -0.00590    0
-    grun   7  4   7.0000  1   8.0000 10  24.0000 11   2.0000  0
-         -9606.39   0.73500  27.8400
-         1.3831    0.000030669   -4224.7  -11.2576
-         0.0000274   648.00     4.12   -0.00640    0
-     ged   5  5   5.0000  3   4.0000  1   6.0000 10  24.0000 11   2.0000  0
-        -12306.55   0.53500  25.9560
-         1.3077    0.000023642   -9307.4   -9.7990
-         0.0000241   700.00     4.11   -0.00590    0
-    spr4   4  5   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-        -11019.89   0.42550  19.9000
-         1.1331   -0.000007596   -8816.6   -8.1806
-         0.0000205  2500.00     4.04   -0.00160    0
-    spr5   4  5   3.0000  3  10.0000  1   1.0000 10  20.0000  0
-        -11134.52   0.41950  19.7500
-         1.1034    0.000001015  -10957.0   -7.4092
-         0.0000206  2500.00     4.04   -0.00160    0
-    fspr   4  4   4.0000  3   8.0000  1   2.0000 10  20.0000  0
-         -9657.66   0.48500  19.9230
-         1.1329   -0.000007348  -10420.2   -7.0366
-         0.0000196  2500.00     4.04   -0.00170    0
-    mcar   1  5   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4770.91   0.22150  10.5900
-         0.6830   -0.000014054     291.0   -6.9764
-         0.0000243   525.00     4.14   -0.00790    0
-    fcar   1  4   1.0000  3   2.0000  1   2.0000 10  10.0000 11   4.0000  0
-         -4411.67   0.25110  10.6950
-         0.6866   -0.000012415     186.0   -6.8840
-         0.0000221   525.00     4.14   -0.00790    0
-    deer  12  4  18.0000  1  12.0000 10  50.0000 11  10.0000  0
-        -18339.78   1.65000  55.7400
-         3.1644   -0.000027883   -5039.1  -26.7210
-         0.0000275   630.00     4.12   -0.00650    0
-      mu   2  9   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5976.52   0.29200  14.0830
-         0.7564   -0.000019840   -2170.0   -6.9792
-         0.0000307   490.00     4.15   -0.00850    0
-     cel   1  9   1.0000  5   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5834.98   0.29000  13.9570
-         0.7412   -0.000018748   -2368.8   -6.6169
-         0.0000307   700.00     4.11   -0.00590    0
-    fcel   1  9   1.0000  4   1.0000  3   1.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5468.88   0.33000  14.0700
-         0.7563   -0.000019147   -1586.1   -6.9287
-         0.0000318   700.00     4.11   -0.00590    0
-      pa   1  8   1.0000  3   3.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5942.65   0.27700  13.2110
-         0.8030   -0.000031580     217.0   -8.1510
-         0.0000370   515.00     6.51   -0.01260    0
-      ma   1  7   1.0000  3   4.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -6241.92   0.26500  12.9640
-         0.7444   -0.000016800   -2074.4   -6.7832
-         0.0000233  1000.00     4.08   -0.00410    0
-     phl   2  9   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6214.56   0.32600  14.9640
-         0.7703   -0.000036939   -2328.9   -6.5316
-         0.0000380   513.00     7.33   -0.01430    0
-     ann   3  9   1.0000  4   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5141.04   0.42000  15.4320
-         0.8157   -0.000034861      19.8   -7.4667
-         0.0000380   513.00     7.33   -0.01430    0
-     fbi   3  9   1.0000  4   1.0000  5   2.0000  3   2.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -5896.08   0.34870  15.0725
-         0.7918   -0.000038031   -1718.3   -6.8869
-         0.0000380   513.00     7.33   -0.01430    0
-     obi   2  9   1.0000  5   2.0000  4   1.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5862.62   0.35733  15.1200
-         0.7854   -0.000036246   -1546.0   -6.8433
-         0.0000380   513.00     7.33   -0.01430    0
-    mnbi   2  9   1.0000  6   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5475.44   0.43300  15.2640
-         0.8099   -0.000059213   -1514.4   -6.9987
-         0.0000380   530.00     7.33   -0.01430    0
-    east   2  9   1.0000  5   2.0000  3   3.0000  1   2.0000 10  12.0000 11   2.0000  0
-         -6329.98   0.31800  14.7380
-         0.7855   -0.000038031   -2130.3   -6.8937
-         0.0000380   530.00     7.33   -0.01430    0
-    naph   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6164.58   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01430    0
-     tan   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5899.75   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-    clin   2  5   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -8908.79   0.43700  21.1400
-         1.1708   -0.000001508   -3825.8  -10.3150
-         0.0000204   870.00     4.09   -0.00470    0
-    ames   2  5   4.0000  3   4.0000  1   2.0000 10  18.0000 11   8.0000  0
-         -9039.76   0.41200  20.7100
-         1.1860   -0.000002599   -3627.2  -10.6770
-         0.0000200   870.00     4.09   -0.00470    0
-   afchl   2  5   6.0000  1   4.0000 10  18.0000 11   8.0000  0
-         -8727.82   0.43900  21.5700
-         1.1550   -0.000000417   -4024.4   -9.9529
-         0.0000204   870.00     4.09   -0.00470    0
-    daph   3  4   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7118.39   0.58400  21.6200
-         1.1920   -0.000005940   -4826.4   -9.7683
-         0.0000227   870.00     4.09   -0.00470    0
-   mnchl   2  6   5.0000  3   2.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7698.97   0.59500  22.5900
-         1.1365   -0.000005243   -5548.1   -8.9115
-         0.0000223   870.00     4.09   -0.00470    0
-     sud   2  5   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -8626.32   0.39500  20.3000
-         1.4361   -0.000048749   -2748.5  -13.7640
-         0.0000199   870.00     4.09   -0.00470    0
-    fsud   2  4   2.0000  3   4.0000  1   3.0000 10  18.0000 11   8.0000  0
-         -7900.37   0.45600  20.4000
-         1.4663   -0.000047365   -1182.8  -14.3880
-         0.0000208   870.00     4.09   -0.00470    0
-     prl   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5640.64   0.23900  12.8040
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02710    0
-      ta   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5896.70   0.25900  13.6650
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-     fta   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -4799.14   0.35200  14.2250
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01440    0
-    tats   2  5   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6000.79   0.25900  13.5100
-         0.5495    0.000036324   -8606.6   -2.5153
-         0.0000180   430.00     6.17   -0.01440    0
-     tap   2  3   2.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5649.53   0.23500  13.4500
-         0.7845   -0.000042948    1251.0   -8.4959
-         0.0000450   370.00    10.00   -0.02710    0
-     nta   1  8   1.0000  5   3.0000  3   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6163.41   0.31800  14.4500
-         0.7735   -0.000040229   -2597.9   -6.5126
-         0.0000328   513.00     7.33   -0.01430    0
-    minn   2  4   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -4818.89   0.35500  14.8510
-         0.5797    0.000039494   -6459.3   -3.0881
-         0.0000180   430.00     6.17   -0.01440    0
-    minm   2  5   3.0000  1   4.0000 10  12.0000 11   2.0000  0
-         -5865.70   0.26390  14.2910
-         0.6222    0.000000000   -6385.5   -3.9163
-         0.0000180   430.00     6.17   -0.01440    0
-     kao   2  3   2.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4122.08   0.20370   9.9340
-         0.4367   -0.000034295   -4055.9   -2.6991
-         0.0000251   645.00     4.12   -0.00640    0
-     pre   1  7   2.0000  3   2.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -6202.04   0.29280  14.0260
-         0.7249   -0.000013865   -2059.0   -6.3239
-         0.0000158  1093.00     4.01   -0.00370    0
-    fpre   1  7   2.0000  3   1.0000  4   1.0000  1   3.0000 10  12.0000 11   2.0000  0
-         -5766.47   0.32000  14.8000
-         0.7371   -0.000016810   -1957.3   -6.3581
-         0.0000158  1093.00     4.01   -0.00370    0
-     chr   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4360.72   0.22130  10.7460
-         0.6247   -0.000020770   -1721.8   -5.6194
-         0.0000220   628.00     4.00   -0.00640    0
-     liz   3  5   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -4368.91   0.21200  10.6450
-         0.6147   -0.000020770   -1721.8   -5.6194
-         0.0000220   710.00     3.20   -0.00450    0
-     glt   3  4   3.0000  1   2.0000 10   9.0000 11   4.0000  0
-         -3297.37   0.31000  11.9800
-         0.5764    0.000002984   -3757.0   -4.1662
-         0.0000228   630.00     4.00   -0.00630    0
-    fstp   5  9   0.5000  4   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-        -12550.93   0.93020  37.2390
-         1.9443   -0.000012289   -4840.2  -16.6350
-         0.0000368   513.00     7.33   -0.01430    0
-    mstp   5  9   0.5000  5   5.0000  1   8.0000  3   2.0000 10  30.5000 11  12.5000  0
-        -14286.40   0.84740  36.5770
-         1.8622   -0.000014018   -8983.1  -14.9230
-         0.0000371   513.00     7.33   -0.01430    0
-     atg  48  5  48.0000  1  34.0000 10 147.0000 11  62.0000  0
-        -71399.94   3.62000 175.4800
-         9.6210   -0.000091183  -35941.6  -83.0342
-         0.0000280   631.00     5.92   -0.00940    0
-      ab   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3935.30   0.20740  10.0670
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000236   541.00     5.91   -0.01090    2  14.00 0.0420  13.00 0.0420     3   0.90
-     abh   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3921.30   0.22430  10.1050
-         0.4520   -0.000013364   -1275.9   -3.9536
-         0.0000241   541.00     5.91   -0.01090    0
-     mic   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3975.42   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    0
-     san   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3966.77   0.21430  10.8710
-         0.4488   -0.000010075   -1007.3   -3.9731
-         0.0000166   583.00     4.02   -0.00690    2   8.65 0.0240   8.50 0.0240     3   0.80
-      an   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-         -4232.63   0.20050  10.0790
-         0.3705    0.000010010   -4339.1   -1.9606
-         0.0000141   860.00     4.09   -0.00480    2  42.01 0.1000  42.00 0.1000     1   2.00
-     kcm   1  9   1.0000  3   1.0000  1   3.0000 10   9.0000 11   2.0000  0
-         -4232.71   0.28150  11.4380
-         0.5365   -0.000010090    -980.4   -4.7350
-         0.0000321   425.00     2.00   -0.00470    0
-      wa   1  9   2.0000  1   4.0000 10   9.0000  0
-         -4272.00   0.25400  10.8440
-         0.4991    0.000000000       0.0   -4.3501
-         0.0000266   900.00     4.00   -0.00440    0
-     hol   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3792.04   0.16620   7.1280
-         0.4176   -0.000003617   -4748.1   -2.8199
-         0.0000280  1800.00     4.00   -0.00220    0
-       q   1  1   1.0000 10   2.0000  0
-          -910.65   0.04143   2.2690
-         0.0928   -0.000000642    -714.9   -0.7161
-         0.0000000   584.00     8.96   -0.01530    1    847   0.00535    0.1267
-     trd   1  1   1.0000 10   2.0000  0
-          -907.01   0.04420   2.8000
-         0.0749    0.000003100   -1174.0   -0.2367
-         0.0000000   150.00     4.36   -0.02910    0
-    crst   1  1   1.0000 10   2.0000  0
-          -904.17   0.05096   2.7450
-         0.0727    0.000001304   -4129.0    0.0000
-         0.0000000   160.00     4.35   -0.02720    0
-     coe   1  1   1.0000 10   2.0000  0
-          -907.00   0.03970   2.0640
-         0.1078   -0.000003279    -190.3   -1.0416
-         0.0000123   979.00     4.19   -0.00430    0
-     stv   1  1   1.0000 10   2.0000  0
-          -876.77   0.02400   1.4010
-         0.0681    0.000006010   -1978.2   -0.0821
-         0.0000158  3090.00     4.60   -0.00150    0
-      ne   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2094.85   0.12440   5.4190
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000463   465.00     4.16   -0.00890    1    467   0.01000    0.0800
-      cg   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2092.02   0.11870   5.6030
-         0.1161    0.000086021   -1992.7    0.0000
-         0.0000450   465.00     4.16   -0.00890    0
-     cgh   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2078.30   0.13500   5.6700
-         0.2292    0.000011876       0.0   -1.9707
-         0.0000467   465.00     4.16   -0.00890    0
-    macf   1  5   1.0000  3   2.0000 10   4.0000  0
-         -2246.34   0.08000   3.6140
-         0.2000    0.000006252   -2996.4   -0.8884
-         0.0000193  2120.00     4.00   -0.00170    0
-    mscf   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2061.50   0.08750   3.6490
-         0.2133    0.000002690   -1410.4   -1.4959
-         0.0000201  1850.00     4.00   -0.00170    0
-    fscf   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1402.50   0.14340   3.9140
-         0.1811    0.000018526   -2767.2   -0.5271
-         0.0000201  1850.00     4.00   -0.00170    0
-    nacf   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -1965.62   0.11000   3.6310
-         0.2727   -0.000012398       0.0   -2.7631
-         0.0000210  1850.00     4.60   -0.00250    0
-    cacf   1  7   1.0000  3   2.0000 10   4.0000  0
-         -2325.60   0.08760   3.9760
-         0.1919    0.000009563   -3211.3   -0.6402
-         0.0000193  1900.00     4.00   -0.00210    0
-   manal   1  5   3.0000  3   6.0000 10  12.0000  0
-         -6796.63   0.25000  11.1660
-         0.6000    0.000018756   -8989.2   -2.6652
-         0.0000193  1840.00     4.00   -0.00220    0
-   nanal   2  8   1.0000  5   2.0000  3   5.0000  1   1.0000 10  12.0000  0
-         -6610.27   0.28000  11.3220
-         0.6727    0.000000106   -5992.8   -4.5399
-         0.0000201  1840.00     4.00   -0.00220    0
-   msnal   1  5   6.0000  1   3.0000 10  12.0000  0
-         -6172.38   0.27250  11.0610
-         0.6399    0.000008070   -4231.2   -4.4877
-         0.0000210  1850.00     4.00   -0.00220    0
-   fsnal   1  4   6.0000  1   3.0000 10  12.0000  0
-         -4146.00   0.44020  11.8560
-         0.5433    0.000055578   -8301.6   -1.5813
-         0.0000210  1850.00     4.00   -0.00220    0
-   canal   1  7   1.0000  5   2.0000  3   6.0000 10  12.0000  0
-         -6840.00   0.25760  11.1590
-         0.5919    0.000022067   -9204.1   -2.4170
-         0.0000193  1770.00     4.00   -0.00220    0
-     sdl   1  8   8.0000  3   6.0000  1   6.0000 13   2.0000 10  24.0000  0
-        -13407.31   0.91000  42.1300
-         1.5327    0.000047747   -2972.8  -12.4270
-         0.0000463   465.00     4.16   -0.00890    0
-     kls   1  9   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2123.13   0.13600   6.0520
-         0.2420   -0.000004482    -895.8   -1.9358
-         0.0000316   514.00     2.00   -0.00390    0
-      lc   1  9   1.0000  3   1.0000  1   2.0000 10   6.0000  0
-         -3029.40   0.19850   8.8260
-         0.3698   -0.000016332     684.7   -3.6831
-         0.0000185   450.00     5.70   -0.01270    2  11.61 0.4000  11.60 0.4000     2   0.70
-      me   4  7   4.0000  3   6.0000  1   6.0000 10  27.0000 12   1.0000  0
-        -13841.62   0.75200  33.9850
-         1.3590    0.000036442   -8594.7   -9.5982
-         0.0000182   870.00     4.09   -0.00470    0
-     wrk   1  7   1.0000  3   2.0000  1   4.0000 10  14.0000 11   4.0000  0
-         -6662.25   0.38000  19.0400
-         0.8383   -0.000021460   -2272.0   -7.2923
-         0.0000149   860.00     4.09   -0.00480    0
-     lmt   1  7   1.0000  3   2.0000  1   4.0000 10  16.0000 11   8.0000  0
-         -7262.50   0.46500  20.3700
-         1.0134   -0.000021413   -2235.8   -8.8067
-         0.0000137   860.00     4.09   -0.00480    0
-     heu   1  7   1.0000  3   2.0000  1   7.0000 10  24.0000 11  12.0000  0
-        -10544.82   0.78300  31.7000
-         1.5048   -0.000033224   -2959.3  -13.2972
-         0.0000157   274.00     4.00   -0.01460    0
-    stlb   1  7   1.0000  3   2.0000  1   7.0000 10  25.0000 11  14.0000  0
-        -10896.37   0.71000  32.8700
-         1.5884   -0.000032043   -3071.6  -13.9669
-         0.0000151   860.00     4.09   -0.00480    0
-     anl   1  8   1.0000  3   1.0000  1   2.0000 10   7.0000 11   2.0000  0
-         -3307.11   0.23200   9.7400
-         0.6435   -0.000016067    9302.3   -9.1796
-         0.0000276   400.00     4.18   -0.01040    0
-    lime   1  7   1.0000 10   1.0000  0
-          -634.57   0.03810   1.6760
-         0.0524    0.000003673    -750.7   -0.0510
-         0.0000341  1130.00     3.87   -0.00340    0
-      ru   1  2   1.0000 10   2.0000  0
-          -943.77   0.05060   1.8820
-         0.0809    0.000001658   -1243.9   -0.2111
-         0.0000224  2220.00     4.24   -0.00190    0
-     per   1  5   1.0000 10   1.0000  0
-          -601.60   0.02650   1.1250
-         0.0605    0.000000362    -535.8   -0.2992
-         0.0000311  1616.00     3.95   -0.00240    0
-    fper   1  4   1.0000 10   1.0000  0
-          -262.15   0.05860   1.2060
-         0.0444    0.000008280   -1214.2    0.1852
-         0.0000322  1520.00     4.90   -0.00320    0
-      wu   1  4   1.0000 10   1.0000  0
-          -262.44   0.06300   1.2060
-         0.0674    0.000003758     315.7   -0.3817
-         0.0000322  1520.00     4.00   -0.00320    0
-    mang   1  6   1.0000 10   1.0000  0
-          -385.58   0.05970   1.3220
-         0.0598    0.000003600     -31.4   -0.2826
-         0.0000369  1645.00     4.46   -0.00270    0
-     cor   2  3   2.0000 10   3.0000  0
-         -1675.19   0.05090   2.5580
-         0.1395    0.000005890   -2460.6   -0.5892
-         0.0000180  2540.00     4.34   -0.00170    0
-    mcor   1  5   1.0000  1   1.0000 10   3.0000  0
-         -1468.45   0.05930   2.6350
-         0.1478    0.000002015   -2395.0   -0.8018
-         0.0000212  2110.00     4.55   -0.00220    0
-     hem   2  4   2.0000 10   3.0000  0
-          -825.43   0.08740   3.0270
-         0.1639    0.000000000   -2257.2   -0.6576
-         0.0000279  2230.00     4.04   -0.00180    1    955   0.01560    0.0000
-     esk   2 19   2.0000 10   3.0000  0
-         -1128.17   0.08300   2.8980
-         0.1190    0.000009496   -1442.0   -0.0034
-         0.0000159  2450.00     3.60   -0.00150    0
-     bix   2  6   2.0000 10   3.0000  0
-          -959.00   0.11370   3.1370
-         0.1451    0.000023534     721.6   -1.0084
-         0.0000291  2230.00     4.04   -0.00180    0
-     NiO   1 15   1.0000 10   1.0000  0
-          -239.47   0.03800   1.0970
-         0.0477    0.000007824    -392.5    0.0000
-         0.0000330  2000.00     3.94   -0.00200    1    520   0.00570    0.0000
-     pnt   1  6   1.0000  2   1.0000 10   3.0000  0
-         -1361.38   0.10650   3.2880
-         0.1435    0.000003373   -1940.7   -0.4076
-         0.0000240  1700.00     8.30   -0.00490    0
-    geik   1  5   1.0000  2   1.0000 10   3.0000  0
-         -1568.98   0.07460   3.0860
-         0.1361    0.000001656   -2533.0   -0.2839
-         0.0000215  1700.00     8.30   -0.00490    2   8.31 0.0000   8.30 0.0000     1   0.50
-     ilm   1  4   1.0000  2   1.0000 10   3.0000  0
-         -1232.29   0.10750   3.1690
-         0.1253    0.000009938   -2458.1   -0.0259
-         0.0000240  1700.00     8.30   -0.00490    2   7.06 0.0000   7.05 0.0000     1   0.50
-     bdy   1 16   1.0000 10   2.0000  0
-         -1100.31   0.05040   2.1150
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-    bdyT   1 16   1.0000 10   2.0000  0
-         -1096.01   0.05340   2.1150
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-    bdyC   1 16   1.0000 10   2.0000  0
-         -1085.95   0.05720   2.4950
-         0.0896    0.000000354    -853.1   -0.4137
-         0.0000200   953.00     3.88   -0.00410    0
-     ten   1 18   1.0000 10   1.0000  0
-          -156.10   0.04260   1.2220
-         0.0310    0.000013740   -1258.0    0.3693
-         0.0000357  2000.00     3.94   -0.00200    0
-     cup   1 18   2.0000 10   1.0000  0
-          -170.60   0.09240   2.3440
-         0.1103    0.000000000       0.0   -0.6748
-         0.0000333  1310.00     5.70   -0.00430    0
-      sp   1  5   1.0000  3   2.0000 10   4.0000  0
-         -2300.08   0.08063   3.9780
-         0.2005    0.000006252   -2996.4   -0.8884
-         0.0000193  1922.00     4.04   -0.00210    2  13.93 0.0000  -3.60 0.0000     2  -0.50
-    herc   1  4   1.0000  3   2.0000 10   4.0000  0
-         -1949.49   0.11390   4.0750
-         0.1849    0.000014170   -3674.8   -0.4040
-         0.0000206  1922.00     4.04   -0.00210    2  13.93 0.0000  -3.60 0.0000     2  -0.50
-      mt   2  4   3.0000 10   4.0000  0
-         -1114.22   0.14690   4.4520
-         0.2625   -0.000007205   -1926.2   -1.6557
-         0.0000371  1857.00     4.05   -0.00220    1    848   0.03500    0.0000
-     mft   2  5   1.0000  4   2.0000 10   4.0000  0
-         -1442.21   0.12100   4.4570
-         0.2705   -0.000007505    -999.2   -2.0224
-         0.0000363  1857.00     4.05   -0.00220    1    665   0.01700    0.0000
-     qnd   2  5   2.0000  2   1.0000 10   4.0000  0
-         -2157.83   0.11170   4.5290
-         0.1617    0.000032860   -2382.2   -0.2786
-         0.0000263  1470.00     4.00   -0.00272    0
-     usp   2  4   2.0000  2   1.0000 10   4.0000  0
-         -1495.67   0.17100   4.6820
-         0.1295    0.000048696   -3739.0    0.6902
-         0.0000386  1470.00     4.00   -0.00272    2   1.00 0.0000   0.90 0.0000     1   0.50
-    picr   1  5   1.0000 19   2.0000 10   4.0000  0
-         -1764.17   0.11830   4.3560
-         0.1961    0.000005398   -3126.0   -0.6169
-         0.0000260  1922.00     4.04   -0.00210    0
-      br   1  5   1.0000 10   2.0000 11   2.0000  0
-          -925.63   0.06320   2.4630
-         0.1584   -0.000004076   -1052.3   -1.1713
-         0.0000620   415.00     6.45   -0.01550    0
-     dsp   1  3   1.0000 10   2.0000 11   1.0000  0
-          -999.74   0.03450   1.7860
-         0.1451    0.000008709     584.4   -1.7411
-         0.0000357  2280.00     4.04   -0.00180    0
-     gth   1  4   1.0000 10   2.0000 11   1.0000  0
-          -561.68   0.06030   2.0820
-         0.1393    0.000000147    -212.7   -1.0778
-         0.0000435  2500.00     4.03   -0.00160    0
-      cc   1  7   1.0000 12   1.0000 10   3.0000  0
-         -1207.74   0.09250   3.6890
-         0.1409    0.000005029    -950.7   -0.8584
-         0.0000252   733.00     4.06   -0.00550    1   1240   0.01000    0.0400
-    arag   1  7   1.0000 10   3.0000 12   1.0000  0
-         -1207.64   0.08980   3.4150
-         0.1671    0.000010695     162.0   -1.5649
-         0.0000614   614.00     5.87   -0.00960    0
-     mag   1  5   1.0000 10   3.0000 12   1.0000  0
-         -1110.88   0.06550   2.8030
-         0.1864   -0.000003772       0.0   -1.8862
-         0.0000338  1028.00     5.41   -0.00530    0
-     sid   1  4   1.0000 12   1.0000 10   3.0000  0
-          -762.14   0.09330   2.9430
-         0.1684    0.000000000       0.0   -1.4836
-         0.0000439  1200.00     4.07   -0.00340    0
-     rhc   1  6   1.0000 12   1.0000 10   3.0000  0
-          -892.28   0.09800   3.1070
-         0.1695    0.000000000       0.0   -1.5343
-         0.0000244   953.00     3.88   -0.00410    0
-     dol   1  7   1.0000  5   1.0000 10   6.0000 12   2.0000  0
-         -2326.20   0.15610   6.4290
-         0.3589   -0.000004905       0.0   -3.4562
-         0.0000328   943.00     3.74   -0.00400    2  11.91 0.0160  11.90 0.0160     1   1.00
-     ank   1  7   1.0000  4   1.0000 10   6.0000 12   2.0000  0
-         -1971.31   0.18846   6.6060
-         0.3410   -0.000001161       0.0   -3.0548
-         0.0000346   914.00     3.88   -0.00430    2  11.91 0.0160  11.90 0.0160     1   1.00
-     syv   1  9   1.0000 13   1.0000  0
-          -436.50   0.08260   3.7520
-         0.0462    0.000017970       0.0    0.0000
-         0.0001109   170.00     5.00   -0.02940    0
-     hlt   1  8   1.0000 13   1.0000  0
-          -411.30   0.07210   2.7020
-         0.0452    0.000017970       0.0    0.0000
-         0.0001147   238.00     5.00   -0.02100    0
-     pyr   1  4   1.0000 17   2.0000  0
-          -171.64   0.05290   2.3940
-         0.0373    0.000026715   -1817.0    0.6493
-         0.0000310  1395.00     4.09   -0.00290    0
-    trot   1  4   1.0000 17   1.0000  0
-           -99.03   0.06550   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000568   658.00     4.17   -0.00630    1    598   0.01200    0.0410
-     tro   1  4   1.0000 17   1.0000  0
-           -97.77   0.07080   1.8190
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000573   658.00     4.17   -0.00630    1    598   0.01200    0.0410
-     lot   1  4   1.0000 17   1.0000  0
-          -102.17   0.06000   1.8180
-         0.0502    0.000011052    -940.0    0.0000
-         0.0000493   658.00     4.17   -0.00630    1    420   0.01000    0.0000
-    trov   1  4   0.8750 17   1.0000  0
-           -96.02   0.05750   1.7380
-         0.0511    0.000008307    -669.7    0.0000
-         0.0000594   658.00     4.17   -0.00630    1    595   0.01000    0.0160
-     any   1  7   1.0000 17   1.0000 10   4.0000  0
-         -1434.40   0.10690   4.5940
-         0.1287    0.000048545   -1223.0   -0.5605
-         0.0000418   543.80     4.19   -0.00770    0
-    iron   1  4   1.0000  0
-            -0.00   0.02709   0.7090
-         0.0462    0.000005159     723.1   -0.5562
-         0.0000356  1640.00     5.16   -0.00310    1   1042   0.00830    0.0000
-      Ni   1 15   1.0000  0
-             0.00   0.02987   0.6590
-         0.0498    0.000000000     585.9   -0.5339
-         0.0000428  1905.00     4.25   -0.00220    1    631   0.00300    0.0000
-      Cu   1 18   1.0000  0
-             0.00   0.03314   0.7110
-         0.0124    0.000009220    -379.9    0.2335
-         0.0000358  1625.00     4.24   -0.00260    0
-     gph   1 12   1.0000  0
-             0.00   0.00576   0.5300
-         0.0343    0.000000000    -240.7   -0.4038
-         0.0000165   312.00     3.90   -0.01250    0
-    diam   1 12   1.0000  0
-             1.89   0.00236   0.3420
-         0.0400    0.000000000     -28.5   -0.5805
-         0.0000040  4465.00     1.61   -0.00036    0
-       S   1 17   1.0000  0
-             0.00   0.03205   1.5510
-         0.0566   -0.000004557     638.0   -0.6818
-         0.0000640   145.00     7.00   -0.04800    0
-     H2O   1 11   2.0000 10   1.0000  0
-          -241.81   0.18880   0.0000
-         0.0401    0.000008656     487.5   -0.2512
-         0.0000000     0.00     0.00    0.00000    0
-     CO2   1 12   1.0000 10   2.0000  0
-          -393.51   0.21370   0.0000
-         0.0878   -0.000002644     706.4   -0.9989
-         0.0000000     0.00     0.00    0.00000    0
-      CO   1 12   1.0000 10   1.0000  0
-          -110.53   0.19767   0.0000
-         0.0457   -0.000000097     662.7   -0.4147
-         0.0000000     0.00     0.00    0.00000    0
-     CH4   1 12   1.0000 11   4.0000  0
-           -74.81   0.18626   0.0000
-         0.1501    0.000002063    3427.7   -2.6504
-         0.0000000     0.00     0.00    0.00000    0
-      O2   1 10   2.0000  0
-            -0.00   0.20520   0.0000
-         0.0483   -0.000000691     499.2   -0.4207
-         0.0000000     0.00     0.00    0.00000    0
-      H2   1 11   2.0000  0
-             0.00   0.13070   0.0000
-         0.0233    0.000004627       0.0    0.0763
-         0.0000000     0.00     0.00    0.00000    0
-      S2   1 17   2.0000  0
-           128.54   0.23100   0.0000
-         0.0371    0.000002398    -161.0   -0.0650
-         0.0000000     0.00     0.00    0.00000    0
-     H2S   1 11   2.0000 17   1.0000  0
-           -20.30   0.20577   0.0000
-         0.0474    0.000010240     615.9   -0.3978
-         0.0000000     0.00     0.00    0.00000    0
-    syvL   1  9   1.0000 13   1.0000  0
-          -417.41   0.09450   3.8220
-         0.0669    0.000000000       0.0    0.0000
-         0.0003010    56.00     4.65   -0.08300   -0.02000    0
-    hltL   1  8   1.0000 13   1.0000  0
-          -392.99   0.08010   2.9380
-         0.0720   -0.000003223       0.0    0.0000
-         0.0002950    64.00     4.61   -0.07200   -0.01500    0
-    perL   1  5   1.0000 10   1.0000  0
-          -654.20  -0.06430   0.8390
-         0.0990    0.000000000       0.0    0.0000
-         0.0002260   362.00    10.06   -0.02780   -0.04100    0
-    limL   1  7   1.0000 10   1.0000  0
-          -692.33  -0.04750   1.3030
-         0.0990    0.000000000       0.0    0.0000
-         0.0001750   362.00    10.06   -0.02780   -0.04100    0
-    corL   1  3   2.0000 10   3.0000  0
-         -1632.15   0.01490   3.3690
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00    0.04000   -0.03500    0
-    eskL   1 19   2.0000 10   3.0000  0
-         -1062.19   0.06330   3.7090
-         0.1576    0.000000000       0.0    0.0000
-         0.0000703   150.00     6.00    0.04000   -0.03500    0
-    hemL   2  4   2.0000 10   3.0000  0
-          -875.14  -0.03320   3.2208
-         0.2290    0.000000000       0.0    0.0000
-         0.0001953   230.00     4.00   -0.01740   -0.04600    0
-      qL   1  1   1.0000 10   2.0000  0
-          -921.01   0.01640   2.7300
-         0.0825    0.000000000       0.0    0.0000
-         0.0000000   220.00     9.46   -0.04300   -0.03500    0
-    h2oL   1 11   2.0000 10   1.0000  0
-          -281.64   0.06660   1.3355
-         0.0650    0.000000000       0.0    0.0000
-         0.0006260    42.28     4.00   -0.09460   -0.01060    0
-     foL   2  5   2.0000  1   1.0000 10   4.0000  0
-         -2237.20  -0.06200   4.3120
-         0.2694    0.000000000       0.0    0.0000
-         0.0000920   362.00    10.06   -0.02780   -0.04400    0
-     faL   2  4   2.0000  1   1.0000 10   4.0000  0
-         -1462.82   0.09600   4.6770
-         0.2437    0.000000000       0.0    0.0000
-         0.0001071   290.00    10.42   -0.03590   -0.05500    0
-     woL   1  7   1.0000  1   1.0000 10   3.0000  0
-         -1642.55   0.02250   3.9850
-         0.1674    0.000000000       0.0    0.0000
-         0.0000669   325.00     9.38   -0.03080   -0.02000    0
-     enL   1  5   2.0000  1   2.0000 10   6.0000  0
-         -3096.28  -0.00400   6.9840
-         0.3536    0.000000000       0.0    0.0000
-         0.0000681   218.00     7.20   -0.03300   -0.02400    0
-     diL   1  7   1.0000  5   1.0000  1   2.0000 10   6.0000  0
-         -3193.77   0.04210   7.2880
-         0.3340    0.000000000       0.0    0.0000
-         0.0000851   249.00     8.04   -0.03230   -0.03730    0
-    silL   1  3   2.0000  1   1.0000 10   5.0000  0
-         -2593.50   0.01000   6.0510
-         0.2530    0.000000000       0.0    0.0000
-         0.0000408   220.00     6.36   -0.02890   -0.02900    0
-     anL   1  7   1.0000  3   2.0000  1   2.0000 10   8.0000  0
-         -4277.95   0.02900  10.0140
-         0.4300    0.000000000       0.0    0.0000
-         0.0000514   210.00     6.38   -0.03040   -0.05500    0
-    kspL   1  9   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3985.38   0.12920  11.4310
-         0.3680    0.000000000       0.0    0.0000
-         0.0000493   173.00     6.84   -0.03930   -0.00900    0
-     abL   1  8   1.0000  3   1.0000  1   3.0000 10   8.0000  0
-         -3925.42   0.14990  10.8580
-         0.3580    0.000000000       0.0    0.0000
-         0.0000337   176.00    14.35   -0.08150   -0.02600    0
-     neL   1  8   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2117.03   0.05290   5.2000
-         0.2165    0.000000000       0.0    0.0000
-         0.0001370   250.00     7.37   -0.02950   -0.00800    0
-     ksL   1  9   1.0000  3   1.0000  1   1.0000 10   4.0000  0
-         -2149.32   0.05760   6.0818
-         0.2170    0.000000000       0.0    0.0000
-         0.0000700   250.00     8.37   -0.02950   -0.00900    0
-     ruL   1  2   1.0000 10   2.0000  0
-          -948.48   0.00100   1.7032
-         0.1118    0.000000000       0.0    0.0000
-         0.0002901   149.00     8.00   -0.03400   -0.03500    0
-    bdyL   1 16   1.0000 10   2.0000  0
-         -1031.87   0.04890   1.8300
-         0.0900    0.000000000       0.0    0.0000
-         0.0002000   149.00     8.00   -0.03400   -0.03000    0
-      H+   1 11   1.0000 14  -1.0000  0
-             0.00   0.00000   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0000
-     Cl-   1 13   1.0000 14   1.0000  0
-          -167.08   0.05673   1.7790
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1414
-     OH-   1 10   1.0000 11   1.0000 14   1.0000  0
-          -230.02  -0.01071  -0.4180
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1372
-     Na+   1  8   1.0000 14  -1.0000  0
-          -240.30   0.05840  -0.1110
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0306
-      K+   1  9   1.0000 14  -1.0000  0
-          -252.17   0.10104   0.9060
-         0.0000    0.000072700       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0072
-    Ca++   1  7   1.0000 14  -2.0000  0
-          -543.30  -0.05650  -1.8060
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0463
-    Mg++   1  5   1.0000 14  -2.0000  0
-          -465.96  -0.13810  -2.1550
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0265
-    Fe++   1  4   1.0000 14  -2.0000  0
-           -90.42  -0.10711  -2.2200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0339
-   Al+++   1  3   1.0000 14  -3.0000  0
-          -527.23  -0.31630  -4.4400
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.1427
-   CO3--   1 12   1.0000 10   3.0000 14   2.0000  0
-          -675.23  -0.05000  -0.5020
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.2908
-   AlOH3   1  3   1.0000 10   3.0000 11   3.0000  0
-         -1251.85   0.05360   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1015
-  AlOH4-   1  3   1.0000 10   4.0000 11   4.0000 14   1.0000  0
-         -1495.78   0.12690   0.0000
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0965
-     KOH   1  9   1.0000 10   1.0000 11   1.0000  0
-          -473.62   0.10962  -0.8000
-         0.0000    0.000094500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0293
-     HCl   1 11   1.0000 13   1.0000  0
-          -162.13   0.05673   1.7790
-         0.0000    0.000090300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0540
-     KCl   1  9   1.0000 13   1.0000  0
-          -400.03   0.18481   4.4090
-         0.0000    0.000054300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0380
-    NaCl   1  8   1.0000 13   1.0000  0
-          -399.88   0.12609   2.2260
-         0.0000    0.000191300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0020
-   CaCl2   1  7   1.0000 13   2.0000  0
-          -877.06   0.04600   3.2600
-         0.0000    0.000136900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0343
-   CaCl+   1  7   1.0000 13   1.0000 14  -1.0000  0
-          -701.28   0.02736   0.5740
-         0.0000   -0.000069000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0400
-   MgCl2   1  5   1.0000 13   2.0000  0
-          -796.08  -0.02243   2.9200
-         0.0000    0.000239900       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0186
-   MgCl+   1  5   1.0000 13   1.0000 14  -1.0000  0
-          -632.48  -0.08137   0.1260
-         0.0000   -0.000046200       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.1126
-   FeCl2   1  4   1.0000 13   2.0000  0
-          -375.34   0.10988   2.7000
-         0.0000    0.000450300       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0124
-    aqSi   1  1   1.0000 10   2.0000  0
-          -887.76   0.04635   1.8320
-         0.0000    0.000177500       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0283
-     HS-   1 11   1.0000 17   1.0000 14   1.0000  0
-           -16.11   0.06820   2.0650
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0920
-   HSO3-   1 11   1.0000 17   1.0000 10   3.0000 14   1.0000  0
-          -626.22   0.13975   3.3300
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1 -0.0058
-   SO42-   1 17   1.0000 10   4.0000 14   2.0000  0
-          -909.60   0.01883   1.3880
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.2680
-   HSO4-   1 11   1.0000 17   1.0000 10   4.0000 14   1.0000  0
-          -889.10   0.12552   3.5200
-         0.0000    0.000000000       0.0    0.0000
-         0.0000000     0.00     0.00    0.00000   -1  0.0220
-
-  0.4584 0.2863 0.0157 0.0356 -0.0359 0.1246  1.2450 0.6726 0.2723 0.0157 0.2695 0.0156 0.1517 0.0271 -0.0507 0 0.1517 -0.0067 0.1509
- 0.0029 0.6062 0 0.4033 0.0025 0.0280 -0.0735 -0.0276 0.0487 0.4516 -0.0255 0.2290 0.4331 -0.0383 -0.1779 -0.0307 -0.0307
- -0.0310 -0.0307 -0.0534 -0.0308 0.2196 -0.3165 -0.2808 0.1014 -0.0332 -0.0237 0.0884 -0.1006 -0.0716 -0.0716 -0.0483 -0.0252
- -0.0397 -0.0386 0.0143 -0.1198 -0.0034 -0.0859 0.1166 -0.0437 -0.1006 0.2597 0.2596 -0.0064 0.0095 0.8744 0.2034 0.3190  1.1436
- -0.0211 0.0149 0.0173 -0.0161 0.0068 0.3037 0.3037 0.3037 0.3037 0.0358 0.0358 0.0993 0.1456 0.0108 -0.0073 0 0.0156 0.0170
- -0.0583 0.0006 0.0243 0.0243 -0.0078 -0.0078 -0.0077 0.7657 0.0953 0.3561 0.5014 0.4594 0.0582 0.3933 0.1044  1.0817 0.1440
-  1.0817 0.1454 0.6741 0.3596 0.1555 -0.1754 0.1205 -0.0136 0.2009 -0.1226 0.0796 -0.0540 -0.0385 -0.0893 0.3228 -0.0781 0
- 0 -0.0525 0.1205 0.4154 0.4730 0.6695 0.4649 0.8740 -0.0011 0.0440 0.2209 -0.0473 0.0292 0.4740 0.0705 0.2719 0.0292 0.4059
- 0.0737 0.4548 -0.0110 -0.0461 -0.0228 0.4404 0.4403 0.0334 0.0449 0.7154  7.0448 0.0123 0.0123 -0.0716 -0.0716 -0.0385 -0.0717
- -0.1327 -0.0716 0.0201 0.0201 0.0201 0.0201 0.0320 -0.0241 -0.0241 -0.0241 0.0464 0.2488 0 -0.0228 0 0 0 0 0 0 -0.1445 -0.1090
- -0.0903 -0.1438 0.0015 0.0014 0.0615 0.0614 -0.0079 -0.0233 -0.0133 0.0972 -0.0167 -0.0018 -0.0050 -0.0507 0.1517 -0.0043
- -0.0023 0 0 -0.0056 0.1083 -0.0155 -0.0052 -0.0051 -0.0051 0 0 0.0801 -0.0533 -0.0067 0.0415 0.2054 -0.0143 0.1286 0.1000
- -0.0256 -0.0022 -0.0284 -0.0284 0.1239 -0.0031 0.0001 0.0945 -0.0317 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 -0.0003 0 0 0 0
- 0 0 0 0 0.0972 -0.0233 -0.0067 -0.0023 -0.0043 0.0201 -0.0001 0.2863 0.0157 -0.0078 0.3037 0.1456 -0.0307 -0.0385 -0.0716
- 0.0123 -0.0241 -0.1090 -0.0133 -0.0051 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0201 0 0 0 0 0.3940 0.0328 -0.0005 0.0076
- 0.0503 0.0188 0.0175 0.3940 0.0179 0.3929 0.0330 0.2202 -0.0696 0 0.0330 0.0243 0.0332 0.0255 0.1316 0 0.0274 0.5552 0.0569
- -0.0011 0.3624 0.9318 0.0972 0.0728 0.1895 0.2919 0.5611 -0.0350 -0.0189 -0.0190 -0.0183 -0.0191 -0.0617 -0.0190 -0.3194
- 0.3839 -0.2801 -0.0368 0.1384 -0.0269 0.0073 -0.0254 -0.0135 -0.0136 0.1704 0.3530 0.0182 0.0010 -0.0057 0.1698  1.0899 -0.0717
- 0.0316 0.0236 -0.0254 0.0776 0.0776 0.4318 0.0973 -0.0067 0.0776 0.0217 0.0099 -0.0057 0.0749 0.0384 -0.0386 0.0246 0.0649
- 0.0649 0.0649 0.0649 0.4448 0.4448 -0.0374 0.0558 0.2454 -0.0049 0 0.1770 0.0299 -0.0468 0.0461 0.0371 0.0371 0.0242 0.0241
- 0.0242 0.2591  1.2087 0.0516 0.0033 0.1375 0.7070 -0.0182  1.0311 0.2773  1.6069 0.2773  1.6075 0.0733 -0.2486 -0.3508 0.5000
- 0.0132 0.1887  3.5296 -0.0601 0.0420 0.2179 -0.0243 -0.0689 -0.0433 0.4915 0 0 -0.0138 -0.1455 -0.0050 0.1465 -0.0070 -0.1095
- 0.0954 0.8706 0.0421 -0.0243 0.3268 0.1319 0.1474 0.6730 0.0454 0.1340 -0.0104 0.7179 0.2030 0.0302 0.0246 0.2086 0.0464
- 0.0464 0.6163  1.0921 0.2145 0.8697 0.0452 0.0453 0.0096 0.0096 -0.0005 0.0095 -0.0126 0.0096 0.0508 0.0508 0.0508 0.0507
- 0.0486 -0.0521 -0.0520 -0.0521 -0.0819 0.0206 0 -0.0310 0 0 0 0 0 0 -0.3125 -0.0900 -0.0402 -0.0258 0.1015 0.1019 0.2542
- 0.2541 -0.0055 -0.0240 -0.0262 -0.0123 0.1733 0.1180 -0.0029 -0.0696 0.0329 0.2934 0.0003 0 -0.0022 -0.0300 -0.0412 0.1288
- -0.0115 -0.0116 -0.0116 0 0 -0.0872 0.0884 0.4514 0.0847 -0.0535 0.1189 -0.0175 -0.0126 -0.0354 0.1464 -0.0246 -0.0246 -0.0154
- 0.1562 -0.0031 -0.0399 0.1317 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0003 0 0 0 0 0 0 0 0 -0.0123 -0.0240 -0.0091 0.0003 0.2934
- 0.0508 0 0.0157 0.3940 0.0241 0.0649 0.0558 -0.0190 -0.0005 0.0096 0.0453 -0.0521 -0.0900 -0.0262 -0.0116 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0508 0 0 0 0  1.0239 0.0043 0.0198 0.1265 0.0553 0.0303 0.0328 0.0292 0.0327 0.0385 0.0412 -0.0555
- 0 0.0385 0.0238 0.0382 0.0047 0.1538 0 0.0599 0.0581  1.4950 0.0134 0.0602 0.1035 0.1154 0.0692 0.1809 0.2755 0.1794 0.0815
- -0.0129 -0.0129 -0.0130 -0.0130 -0.0481 -0.0130 -0.1964 -0.1995  1.7171 -0.0167 -0.0179 0.4616 0.0240 -0.0141 0.0052 0.0052
- 0.0287 0.0521 0.5073 0.0100 0.0344 0.0334 0.1505 -0.0518 0.0429 0.0274 -0.0178 0.0932 0.0932 0.0924  1.0499 0.0241 0.0932
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- 0.1148 0.0250 0.1558 0.1517 0.0282 0.0330 0.0564 0.0765 0.0765 0.0705 0.2125 0.2170  1.2711 0.0375 0.0376 0.0022 0.0022 0.0101
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- 0.6452 0.7356 0.5335 0.5580 -0.0484 0.0053 -0.0790 0.0646 -0.0914 0.0338 -0.0914 0.0338 -0.2012 -0.3485 -0.4034 -0.2780 -0.0758
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- 0.0055 -0.0153 -0.0153 -0.0153 -0.0849 -0.0295 0 -0.0071 0 0 0 0 0 0 -0.0918 -0.0034 0.0043  1.2216 0.3060 0.3066 0.3304
- 0.3304 -0.0068 0.3332 0.0033 -0.0155 -0.0015 -0.0041 0.0012 -0.0694 -0.0141 -0.0102 0.0004 0 -0.0006 0.0011 -0.0177 -0.0020
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- -0.0246 -0.0084 -0.0022 0.3235 0.3435 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0033 0 0 0 0 0 0 0 0 -0.0155 0.3332 -0.0091 0.0004
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- 0 0.0686 0.1757 0.0683 0.0016 0.2739 0 0.1450 -0.0294 -0.0119 0.4611 0.5232 0.0241 0.2038 0.5316 0.0568 0.1859 -0.0588  3.0669
- -0.0460 -0.0461 -0.0461 -0.0460 -0.0680 -0.0461 -0.2175 -0.4510 -0.4267 0.0088 -0.0498 -0.0435 0.6034 0.8632 0.2685 0.2685
- 0.2973 0.3276 0.3034 0.1261 0.6241 0.5658 0.7097 0.2733 0.4305 0.5245 0.8518 0.0580 0.0580 -0.0577 -0.0465 0.3760 0.0949
- 0.1395 0.4949 0.1681 0.1842 0.0116 -0.0074 0.0090 0.1371 0.1371 0.1371 0.1371 0.0217 0.0217 0.0078 0.2423 0.1843 -0.0071
- 0 0.0200 0.0225 0.1136 0.0745 0.0148 0.0148 0.1776 0.1775 0.1776 0.7036 0.4152 0.4436 0.5280 0.2047 0.0319 0.1562 0.0845
- 0.4931 0.0891 0.4931 0.0898 0.2352 0.0047 -0.1244 -0.2263 0.0222 -0.0362 0.1065 -0.0898 0.0386 -0.0195 -0.0533 0.0660 0.1335
- -0.0405 0 0 -0.0233 0.0050 0.1748 0.2181 0.2558 0.1263 0.3852 -0.0361 -0.0057 0.0303 -0.0864 -0.0038 0.2188 0.0431 0.0904
- -0.0041 0.1694 0.0465 0.2121 -0.0317 0.3002 0.3290 0.1939 0.1938 0.0184 0.0131 0.3050  3.1157 0.0067 0.0067 -0.0296 -0.0296
- 0.1254 -0.0297 -0.0272 -0.0296 0.0140 0.0140 0.0140 0.0140 0.0187 -0.0197 -0.0197 -0.0197 -0.0191 0.1094 0 -0.0149 0 0 0
- 0 0 0 -0.1183 -0.0560 -0.0428 0.5382 0.1536 0.1538 0.1959 0.1958 -0.0073 0.1556 -0.0050 0.0409 -0.0090 -0.0029 -0.0018 -0.0600
- 0.0686 -0.0073 -0.0009 0 -0.0003 -0.0023 0.0451 -0.0087 -0.0035 -0.0035 -0.0035 0 0 -0.0056 -0.0639 -0.0111 0.0153 0.0860
- -0.0080 0.0534 0.0420 -0.0300 -0.0037 0.1620 0.1619 0.0494 -0.0058 -0.0011 0.2087 0.1558 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0018
- 0 0 0 0 0 0 0 0 0.0409 0.1556 -0.0079 -0.0009 -0.0073 0.0140 0 0.1246 0.0076 0.1775 0.1371 0.2423 -0.0460 0.1254 -0.0296
- 0.0067 -0.0197 -0.0560 -0.0050 -0.0035 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0140 0 0 0 0  5.4663  2.9736  1.1918 0.0502
-  1.1812 0.0500 0.6483 0.0915 -0.1913 0 0.6483 -0.0435 0.6451 0.0099  2.5902 0  1.7469 -0.0235 0.0727 -0.3320 -0.1563 0.1540
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- 0.4587 -0.1354 -0.0993 0.3797 -0.4339 -0.3188 -0.3188 -0.2296 -0.1412 -0.1971 -0.1757 0.0456 -0.5467 -0.1005 -0.3476 0.4918
- -0.2074 -0.4346  1.0920  1.0920 -0.0838 -0.0241  3.9392 0.8284  1.4115  5.1623 -0.1089 0.0254 0.0558 -0.0685 0.0022  1.2964
-  1.2964  1.2964  1.2964 0.1135 0.1135 0.4494 0.6066 0.0113 -0.0299 0 0.0577 0.0608 -0.2381 -0.0258 0.0827 0.0827 -0.0476
- -0.0476 -0.0476  3.2163 0.2561  1.5194  2.1827  1.9411 0.1697  1.7272 0.3462  4.5949 0.4546  4.5949 0.4604  2.9067  1.6840
- 0.8384 -0.6788 0.5180 -0.0745 0.6382 -0.5100 0.3280 -0.2622 -0.1597 -0.3673  1.4336 -0.3370 0 0 -0.2406 0.5955  1.8217  1.9961
-  2.9311  2.0835  3.7787 -0.0305 0.1408 0.9728 -0.2119 0.0610  2.0011 0.2188  1.1635 0.0601  1.7794 0.2335  1.9302 -0.0651
- -0.2224 -0.1331  1.8955  1.8953 0.1070 0.0746  3.0361  30.4075 0.0313 0.0313 -0.3179 -0.3181 -0.1760 -0.3181 -0.5711 -0.3181
- 0.0632 0.0633 0.0633 0.0633 0.1082 -0.0799 -0.0799 -0.0799 0.2633  1.1027 0 -0.0801 0 0 0 0 0 0 -0.4794 -0.4318 -0.3748 -0.6411
- -0.0494 -0.0493 0.1405 0.1404 -0.0318 -0.0935 -0.0611 0.4547 -0.0614 -0.0055 -0.0178 -0.1913 0.6481 -0.0135 -0.0102 0 0.0001
- -0.0286 0.4838 -0.0676 -0.0168 -0.0165 -0.0165 0 0 0.3905 -0.1993 -0.0209 0.1862 0.9383 -0.0624 0.5717 0.4806 -0.0959 -0.0067
- -0.1133 -0.1134 0.5549 -0.0107 0.0009 0.4373 -0.1248 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0015 0 0 0 0 0 0 0 0 0.4547 -0.0935
- -0.0251 -0.0102 -0.0135 0.0633 0  1.2450 0.0503 -0.0476  1.2964 0.6066 -0.1283 -0.1760 -0.3181 0.0313 -0.0799 -0.4318 -0.0611
- -0.0165 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0632 0 0 0 0  1.9912 0.6473 0.0188 0.6423 0.0187 0.3449 0.0373 -0.0898
- 0 0.3449 -0.0302 0.3434 0.0040  1.3778 0 0.9405 -0.0284 0.0167 -0.1850 -0.1011 0.0567  1.0240 -0.1020 0.4454 0.8827 -0.2007
- -0.4708 -0.0669 -0.0669 -0.0676 -0.0670 -0.1008 -0.0667 0.6483 -0.6472 -0.5833 0.2561 -0.0691 -0.0519 0.2029 -0.2328 -0.1757
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-  2.1923 0.4217 0.7740  2.8752 -0.0667 -0.0045 0.0212 -0.0363 -0.0115 0.6890 0.6890 0.6890 0.6890 0.0418 0.0418 0.2509 0.3154
- -0.0103 -0.0153 0 0.0265 0.0267 -0.1215 -0.0271 0.0340 0.0340 -0.0321 -0.0321 -0.0321  1.6849 0.0653 0.8072  1.1801  1.0223
- 0.0532 0.9407 0.1374  2.4317 0.1664  2.4317 0.1696  1.5587 0.9650 0.5276 -0.3279 0.2770 -0.0472 0.2363 -0.2648 0.1688 -0.1542
- -0.0828 -0.1886 0.7881 -0.1809 0 0 -0.1356 0.3545 0.9910  1.0502  1.5924  1.1539  2.0309 -0.0284 0.0529 0.5310 -0.1173 0.0025
-  1.0531 0.0777 0.6198 0.0017 0.9676 0.0860  1.0206 -0.0431 -0.1303 -0.0876  1.0148  1.0147 0.0401 -0.0154  1.6054  16.3198
- 0.0067 0.0067 -0.1748 -0.1749 -0.0990 -0.1747 -0.3058 -0.1749 0.0230 0.0230 0.0230 0.0231 0.0442 -0.0317 -0.0317 -0.0317
- 0.1705 0.6050 0 -0.0345 0 0 0 0 0 0 -0.1903 -0.2138 -0.1943 -0.3536 -0.0525 -0.0521 0.0174 0.0176 -0.0161 -0.0468 -0.0345
- 0.2604 -0.0280 -0.0019 -0.0079 -0.0898 0.3447 -0.0048 -0.0056 0 0 -0.0174 0.2673 -0.0367 -0.0064 -0.0063 -0.0063 0 0 0.2304
- -0.0927 -0.0074 0.1032 0.5275 -0.0338 0.3146 0.2808 -0.0448 -0.0023 -0.0566 -0.0566 0.3071 -0.0044 0.0008 0.2483 -0.0614
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0002 -0.0009 0 0 0 0 0 0 0 0 0.2604 -0.0468 -0.0118 -0.0056 -0.0048 0.0230 0.0002 0.6726 0.0188
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- 0 0 0 0.0230 0 0 0 0 0.3971 0.0175 0.3849 0.0174 0.2115 0.0376 -0.0527 0 0.2115 -0.0257 0.2150 0.0040 0.7855 0 0.3860 0.0075
- 0.0240 -0.0680 -0.0211 0.0546 0.4363 -0.0184 0.2318 0.4319 -0.0207 -0.1607 -0.0301 -0.0301 -0.0303 -0.0302 -0.0546 -0.0302
- 0.1902 -0.3152 -0.2925 0.0941 -0.0328 -0.0266 0.0850 -0.0959 -0.0668 -0.0668 -0.0430 -0.0194 -0.0374 -0.0354 0.0167 -0.1098
- 0.0092 -0.0854 0.1133 -0.0391 -0.0959 0.2534 0.2533 0.0020 0.0121 0.8539 0.1961 0.3103  1.1045 -0.0182 0.0079 0.0186 -0.0170
- 0.0096 0.2931 0.2931 0.2931 0.2932 0.0401 0.0401 0.0926 0.1422 0.0152 -0.0065 0 0.0171 0.0188 -0.0578 0.0050 0.0232 0.0232
- -0.0054 -0.0054 -0.0054 0.7457 0.1129 0.3445 0.4767 0.4478 0.0689 0.3747 0.1166  1.0471 0.1616  1.0472 0.1628 0.6471 0.3271
- 0.1269 -0.1782 0.1159 -0.0107 0.2250 -0.1203 0.0787 -0.0475 -0.0370 -0.0880 0.3036 -0.0749 0 0 -0.0584 0.1047 0.3928 0.4604
- 0.6354 0.4349 0.8360 0.0027 0.0321 0.2092 -0.0439 0.0371 0.4608 0.0803 0.2620 0.0373 0.3862 0.0826 0.4472 -0.0081 -0.0405
- -0.0167 0.4183 0.4183 0.0373 0.0603 0.6931  6.7408 0.0157 0.0157 -0.0673 -0.0674 -0.0352 -0.0675 -0.1273 -0.0674 0.0226 0.0226
- 0.0226 0.0227 0.0456 -0.0265 -0.0265 -0.0265 0.0459 0.3013 0 -0.0302 0 0 0 0 0 0 -0.1591 -0.1107 -0.0890 -0.1340 0.0097 0.0095
- 0.0771 0.0770 -0.0069 -0.0245 -0.0130 0.1009 -0.0416 -0.0020 -0.0039 -0.0527 0.2052 -0.0049 -0.0022 0 0 -0.0080 0.1032 -0.0154
- -0.0056 -0.0056 -0.0056 0 0 0.0706 -0.0553 -0.0075 0.0387 0.2041 -0.0142 0.1212 0.1027 -0.0266 -0.0025 -0.0283 -0.0284 0.1184
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- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0226 0 0 0 0 0.8256 0.0179 0.3987 0.0330 0.2231 -0.0696 0 0.0330 0.0243 0.0332
- 0.0258 0.1316 0 0.0274 0.5552 0.0569 -0.0011 0.3623 0.9366 0.0971 0.0727 0.1894 0.2919 0.5611 -0.0350 -0.0189 -0.0190 -0.0183
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- 0.0010 -0.0057 0.1698  1.0897 -0.0717 0.0316 0.0236 -0.0254 0.0776 0.0776 0.4318 0.0973 -0.0067 0.0775 0.0217 0.0099 -0.0057
- 0.0749 0.0384 -0.0386 0.0246 0.0649 0.0649 0.0649 0.0649 0.4447 0.4447 -0.0373 0.0558 0.2453 -0.0049 0 0.1770 0.0299 -0.0468
- 0.0461 0.0371 0.0371 0.0242 0.0241 0.0242 0.2591  1.2085 0.0516 0.0033 0.1375 0.7069 -0.0182  1.0310 0.2773  1.6066 0.2773
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- -0.1454 -0.0050 0.1465 -0.0070 -0.1095 0.0954 0.8706 0.0421 -0.0243 0.3268 0.1319 0.1474 0.6729 0.0454 0.1339 -0.0104 0.7178
- 0.2029 0.0302 0.0246 0.2085 0.0464 0.0464 0.6162  1.0921 0.2145 0.8695 0.0452 0.0453 0.0096 0.0096 -0.0005 0.0095 -0.0125
- 0.0096 0.0508 0.0508 0.0508 0.0507 0.0486 -0.0521 -0.0520 -0.0520 -0.0819 0.0206 0 -0.0310 0 0 0 0 0 0 -0.3124 -0.0900 -0.0402
- -0.0258 0.1015 0.1019 0.2541 0.2541 -0.0055 -0.0240 -0.0262 -0.0123 0.1762 0.1180 -0.0029 -0.0696 0.0329 0.2933 0.0003 0
- -0.0022 -0.0300 -0.0412 0.1288 -0.0115 -0.0116 -0.0116 0 0 -0.0872 0.0884 0.4513 0.0847 -0.0535 0.1189 -0.0175 -0.0126 -0.0354
- 0.1464 -0.0246 -0.0246 -0.0154 0.1562 -0.0031 -0.0399 0.1317 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0003 0 0 0 0 0 0 0 0 -0.0123
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- -0.0116 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0508 0 0 0 0 0.4098 0.0178 0.2239 0.0397 -0.0531 0 0.2239 -0.0254 0.2285
- 0.0042 0.8141 0 0.3825 0.0085 0.0231 -0.0670 -0.0198 0.0559 0.4332 -0.0170 0.2324 0.4317 -0.0171 -0.1579 -0.0300 -0.0299
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- -0.0177 0.0087 0.0189 -0.0172 0.0102 0.2909 0.2909 0.2909 0.2911 0.0410 0.0410 0.0913 0.1415 0.0160 -0.0063 0 0.0174 0.0192
- -0.0577 0.0058 0.0229 0.0229 -0.0049 -0.0049 -0.0050 0.7415 0.1164 0.3420 0.4717 0.4455 0.0712 0.3711 0.1192  1.0401 0.1652
-  1.0401 0.1664 0.6417 0.3206 0.1211 -0.1787 0.1150 -0.0101 0.2300 -0.1198 0.0785 -0.0462 -0.0366 -0.0878 0.2997 -0.0743 0
- 0 -0.0596 0.1015 0.3884 0.4577 0.6286 0.4289 0.8283 0.0035 0.0297 0.2068 -0.0432 0.0387 0.4581 0.0822 0.2600 0.0390 0.3822
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- 0.2928 0.5115 0.6288 0.0177 0.2843 0.2317 0.4578 0.4124 0.2486 0.0870 0.0870 0.1248 0.6966 0.6573  1.5703 0.0726 0.0728 0.0107
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- 0.4724 0.4723 -0.0671 0.1343 -0.0083 0.4066 0.6067 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0042 0 0 0 0 0 0 0 0 -0.0446 0.4496 -0.0284
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- 0.4634 0.2276 0.4900 0.0901 0.0902 0.0363 0.0363 0.4755 0.0363 0.0825 0.0363 0.1100 0.1100 0.1100 0.1099 0.1036 -0.1284 -0.1283
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- 0 0 0 0 0 0 0 0 0.1100 0 0 0 0  11.0371  10.5250  10.9892  3.5367 0.7402 0.7409 0.7459 0.7460 0.7265 0.7403  6.1865  6.1108
-  6.0947 0.7231 0.6982 0.7002 -0.0589 -0.4158  1.1042  1.1042 0.8369 0.5721 0.8301 0.8040  1.9559  1.9329 0.5964 0.3378 0.1278
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- 0.4964 0.4964 0.4577 0.4578 0.7258 0.3145 0.2952 -0.0359 0 -0.3071 -0.2723 0.5375 0.6676 0.1990 0.1990 0.0709 0.0708 0.0709
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- 0.9877 0.9645  2.5360  7.6796  7.4551  7.4357 0.7025  1.2762  7.1352  7.0757 0 0  7.0663  7.3602 0.1722  1.0114  1.1856  1.4092
- 0.9620  1.0707  1.0709  1.7071  1.6611  1.5261  1.0104 0.9357  1.2355  1.5500 0.1675 0.9544  1.0234 0.9835 0.8698 0.6025
- 0.4667 0.4668 0.4172  5.4958  5.6107  8.1502 0.2301 0.2303  7.2017  7.2065 0.8034  7.2059  13.4039  7.2065 0.2683 0.2683
- 0.2683 0.2681 0.2648 -0.2906 -0.2904 -0.2904 0.4605 0.2369 0 -0.1744 0 0 0 0 0 0  -1.7431  6.6702  6.9384  2.2258  1.3395
-  1.3390  2.1428  2.1423 -0.0384 -0.1774 0.0099 -0.0117 -0.0362 -0.0281 -0.0182 0.4722 0.2486 -0.0689 0.0003 0 0.0003 -0.0263
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- -0.1845 -0.1845 -0.0125 -0.0355 -0.0164 -0.1978 -0.2201 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0005 0.0022 0 0 0 0 0 0 0 0 -0.0117
- -0.1774 0.0620 0.0003 -0.0689 0.2683 -0.0005 0.2290 0.1895 0.0708 0.4964 0.3145 0.7456 0.8034  7.2065 0.2303 -0.2904  6.6702
- 0.0099 -0.0614 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.2683 0 0 0 0  11.8844  10.3773  2.0403 0.2822 0.2828 0.2864 0.2878
- 0.0585 0.2822  2.0211  1.7500  1.7129 0.3017 0.2288 0.2246 0.1252 -0.3408 0.5429 0.5429 0.5550 0.5680 0.5414 0.4405  1.1614
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- 0.2971 0.2971 0.1618 0.1617 0.1618  2.7788  2.4273  1.7251  1.0384  1.5400  1.3245 0.3152  1.3526  3.2930  2.7980  3.2930
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-  6.7093 0.4001  1.6384  1.1686 0.6399  1.6974 0.8149 0.7834 0.9949 0.8534  1.4509  1.6352  1.4167  1.1091  1.4720 0.3981
-  1.4260  1.6386 0.6559 0.5999 0.6120 0.8331 0.8332 0.6344  5.8189  6.1727  14.3238 0.3443 0.3448  7.1797  7.1844 0.4408  7.1838
-  13.6908  7.1844 0.3955 0.3955 0.3955 0.3953 0.3949 -0.4216 -0.4213 -0.4214 -0.0964 0.4301 0 -0.2566 0 0 0 0 0 0  -2.5292
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- -0.0914 -0.0003 0 0.0003 -0.0415 0.0293 -0.0427 -0.0906 -0.0907 -0.0907 0 0 -0.0947 -0.1625 -0.1417 -0.0230 0.0460 -0.0394
- 0.0182 0.0166 -0.0639 -0.0459 -0.2195 -0.2195 0.0241 -0.0468 -0.0238 -0.1968 -0.2664 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0006
- 0.0025 0 0 0 0 0 0 0 0 0.0167 -0.2099 -0.0148 -0.0003 -0.0914 0.3955 -0.0006 0.4331 0.2919 0.1617 0.8288 0.5710 0.2874 0.4408
-  7.1844 0.3448 -0.4214  6.3928 0.0083 -0.0907 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.3955 0 0 0 0  12.2234  3.6682 0.7517
- 0.7527 0.7591 0.7529 0.7151 0.7522  5.6290  6.8411  6.0740 0.5831 0.8781 0.6943 -0.1389 -0.3412  1.1657  1.1657  1.0550 0.9475
- 0.8828 0.8458  1.9380  2.2359  1.6823 0.3479 0.0435 0.0216 -0.3394  2.0784  2.0780  2.7204  2.3009 -0.4510 0.3763 -0.0174
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- -0.2616 0.5477 0.7194 0.2131 0.2131 0.1021 0.1021 0.1022  1.1258  2.6472  1.7741 0.5517 0.6024  1.5134 -0.3259  1.2748  1.1809
-  3.3155  1.1809  3.3180  1.8592  1.7436  2.0746  2.9773 0.8773  1.1750  5.8382  7.7426  7.4164  7.7191 0.7129  1.2975  6.7566
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- 0.8448  7.2900  13.5280  7.2905 0.3006 0.3006 0.3006 0.3003 0.2820 -0.3123 -0.3121 -0.3121 0.3314 0.0098 0 -0.1846 0 0 0
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- 0.4518 0.1304 0.2217 0.0029 0 -0.0018 -0.0564 -0.1544 0.1203 -0.0680 -0.0681 -0.0681 0 0 0.2868 0.5824 0.3477 0.0155 -0.2746
- 0.1110 -0.1641 -0.1240 0.2173 0.1104 -0.1806 -0.1805 -0.1507 0.1275 -0.0196 -0.3301 -0.0528 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0005
- 0.0028 0 0 0 0 0 0 0 0 -0.1203 -0.1784 0.0593 0.0029 0.2217 0.3006 -0.0005 -0.0383 0.5611 0.1021 0.2525 0.2251 0.7529 0.8448
-  7.2905 0.2610 -0.3121  6.6996 -0.0043 -0.0681 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.3006 0 0 0 0  74.9627  1.5834
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-  8.5634  7.4885  8.6746  5.1799  18.0530  18.1338  13.4644  8.4446  6.3795  9.6565  15.6759  3.2385  3.2401  3.3984  3.4962
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- 0.0585 0.1388  1.4840  6.6546 -0.3297 -0.1007 0 0 0.0568  1.1659 -0.4606 0.0769  1.1217  2.6252 -0.3819  1.5256  1.7659  3.0280
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-  1.1795  -2.8972 0.0099 0.0100 0.0731 0.0732  5.2037 0.0747  -1.5520 0.0732 0.1121 0.1121 0.1121 0.1122 0.1066 -0.2016 -0.2015
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- 0.0279 -0.1131 -0.0629 -0.0568 0.0050  1.4701 -0.0248 -0.1591 0.0023 0 -0.0008 0.0208 -0.1534 -0.0235 -0.0284 -0.0281 -0.0281
- 0 0  1.3355  1.4193 -0.2171 -0.0932 -0.2665 -0.0217 -0.1317 -0.1148 0.7261 -0.0786  3.0079  3.0077 -0.2135 -0.0871 -0.0205
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- 0.3912 0.8059 0.8150 0.3636 -0.0886 -0.0761 0.3707 0.3670 -0.0394 -0.0707 -0.0835 0.3950 0.3308 0.1149 -0.0543 -0.0543 -0.0370
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- 0.0137 0.0137 0.0137 0.4298 -0.0291 0 0.0092 0 0 0 0 0 0 0.0823 0.0379 0.0208  1.0969 0.3393 0.3395 0.2887 0.2886 -0.0014
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- 0.2867 -0.0918 -0.0727 -0.0447 -0.5118 -0.1840 -0.1421 -0.1840 -0.1422 0.7309  1.6739  2.1319  1.6976 0.3958 0.4001 -0.2223
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- 0.0011 -0.0053 -0.0005 -0.0009 0.0012 0.4351 -0.0236 -0.0013 0.0001 0 0 0.0021 -0.0051 -0.0011 0.0039 0.0039 0.0039 0 0 0.4266
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- -0.0756 0.0102 -0.0008 0 -0.1505 -0.2209 0.3919 0.1621 -0.0191 -0.0191 -0.0468 -0.0467 -0.0468 -0.2635 0.1653 0.6750 0.2792
- -0.1139 0.1438 -0.0399 -0.1351 -0.2290 0.3714 -0.2290 0.3713 0.7091  1.6929  2.1621  2.0474 0.3870 0.5227  1.1290 0.4431
- -0.0268 0.0721 0.4149 0.8096 -0.0109 0.2794 0 0 0.0134 0.4591 -0.0373 -0.1124 0.3472 0.8158 -0.1215  1.0109 0.3877 0.7992
-  1.0647 0.3400 -0.1123 0.3683 0.3575 0.3400 -0.0370 0.1449 -0.1259 0.3888 0.3202 0.1704 -0.0608 -0.0609 0.1958 0.6239 -0.0399
-  -1.0359 -0.0258 -0.0258 0.0024 0.0024 0.3693 0.0028 -0.3853 0.0024 -0.0253 -0.0253 -0.0253 -0.0253 -0.0254 0.0228 0.0228
- 0.0228 0.4373 -0.0322 0 0.0143 0 0 0 0 0 0 0.1366 0.0527 0.0276  1.0879 0.3193 0.3197 0.2447 0.2451 -0.0002 -0.0191 -0.0166
- -0.0030 0.0822 0.0600 0.0019 0.4403 -0.0291 0.1405 0.0001 0 -0.0008 -0.0113 -0.0198 0.0768 0.0058 0.0058 0.0058 0 0 0.4356
- 0.5354 0.2294 0.0464 -0.0228 0.0709 -0.0045 -0.0028 0.2211 0.0703 -0.0200 -0.0200 -0.0033 0.0870 0.0017 -0.0232 0.0669 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0004 0.0001 0 0 0 0 0 0 0 0 -0.0030 -0.0191 0.0578 0.0001 0.1405 -0.0253 0.0004 -0.0332 0.1384
- -0.0467 -0.0584 -0.0756 0.4152 0.3693 0.0024 -0.0258 0.0228 0.0527 -0.0166 0.0058 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 -0.0253 0 0 0 0  2.5883 -0.1071 -0.1461 0.5437 0.5437 0.3224 0.1025  1.2765 0.3704 0.8728 0.8535 -0.2530 0.3792 -0.0898
- -0.1100 -0.1481 0.7611 0.7615 0.7529  3.9317 -0.0603 -0.0462 -0.0328 -0.1119 -0.0723 -0.0749 -0.0219 -0.0149 -0.0512 -0.0513
- -0.0513 -0.0513 -0.0513 -0.0560 -0.0560 0.4243 -0.0726 -0.0745 -0.0001 0 -0.2221 -0.2245 0.3993 0.1539 0.1957 0.1957 -0.0465
- -0.0465 -0.0465 -0.2508 -0.2617 0.6971 0.3025 -0.1058 -0.1113 -0.0208 -0.5592 -0.2084 -0.2250 -0.2084 -0.2249 0.7428  1.7518
-  2.2270  1.7408 0.3959 0.3753 -0.3293 0.4471 -0.0278 -0.0315 0.4209 0.8191 0.0092 -0.0013 0 0  4.7650 0.4840 -0.0222 -0.1041
- 0.3988 0.8684 -0.0707 0.3022  8.3253 0.8210 0.7823 0.3284 -0.1057 -0.2018 0.3695 0.3329 -0.0177 -0.1128 -0.1104 0.3848 0.3207
- 0.0994 -0.0463 -0.0464 -0.0542 0.1508 0.2474 -0.8371 -0.0283 -0.0283 -0.0020 -0.0020 0.3688 -0.0017 -0.3954 -0.0020 -0.0291
- -0.0291 -0.0291 -0.0291 -0.0259 0.0245 0.0245 0.0245 0.4435 -0.0315 0 0.0150 0 0 0 0 0 0 0.1470 0.0545 0.0262  1.0875 0.3116
- 0.3127 0.2261 0.2265 0.0011 -0.0154 -0.0221 -0.0054 -0.0024 0.0007 0.1039 0.4488 -0.0261 0.0024 -0.0001 0 0 0.7520 -0.0209
- -0.0222 0.0066 0.0066 0.0066 0 0 0.4519 0.4491 0.0027 0.0014 -0.0263 -0.0204 0.0031 -0.0044 0.2228 0.0014 -0.0190 -0.0190
- -0.0009 -0.0017 0.1093 -0.0201 -0.0207 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0004 -0.0020 0 0 0 0 0 0 0 0 -0.0054 -0.0154 0.0589
- -0.0001 0.0024 -0.0291 0.0004 -0.0237 -0.0269 -0.0465 -0.0513 -0.0726 0.4200 0.3688 -0.0020 -0.0283 0.0245 0.0545 -0.0221
- 0.0066 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0291 0 0 0 0  1.7184  2.7218 0.8789 0.8789 0.9431  1.0124 0.9531 0.4176
-  1.8632  1.8215  2.1426 0.9084  1.1484  1.6312  2.6740 -0.0856 -0.0856 -0.1679 -0.1498 0.2558 0.0820 0.1003 0.3427 0.5260
- 0.5343 0.0175 -0.0063 0.0203 0.1082 0.1082 0.1082 0.1082 0.0293 0.0293 -0.0759 0.5788 0.5397 -0.0140 0 0.0447 0.0504 0.4005
- 0.2219 0.0201 0.0201 0.5432 0.5430 0.5431  1.3412  1.1453 0.9721  1.0811 0.1553 0.0371 0.0762 0.1494 0.4000 0.1236 0.4000
- 0.1244 0.0326 -0.3446 -0.5285 -0.5040 -0.0540 -0.0957 0.1187 -0.1474 0.0365 -0.0048 -0.1221 0.2875 0.0785 -0.0445 0 0 -0.0179
- -0.1054 0.1104 0.1822 0.0996 -0.0848 0.2840 -0.1085 -0.0611 -0.1301 -0.2133 -0.0410 0.1834 0.0578 -0.0003 -0.0418 0.1030
- 0.0659 0.1840 -0.0846 0.9494  1.0136 0.1425 0.1425 0.0219 -0.0068 0.2013  2.3217 0.0076 0.0076 -0.0174 -0.0174 0.4150 -0.0174
- 0.0511 -0.0174 0.0220 0.0220 0.0220 0.0220 0.0240 -0.0344 -0.0344 -0.0344 -0.1041 0.0798 0 -0.0221 0 0 0 0 0 0 -0.2063 -0.0591
- -0.0382  1.7597 0.4598 0.4607 0.5267 0.5267 -0.0144 0.4890 -0.0017 0.0255 -0.0103 -0.0070 -0.0006 -0.1296 0.0543 -0.0174
- -0.0006 0 -0.0009 -0.0013 0.0277 -0.0108 -0.0053 -0.0052 -0.0052 0 0 -0.0967 -0.1389 -0.0267 0.0045 0.0533 -0.0100 0.0321
- 0.0262 -0.0646 -0.0087 0.5144 0.5143 0.0251 -0.0143 -0.0032 0.5318 0.4989 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0050 0 0 0 0 0
- 0 0 0 0.0255 0.4890 -0.0170 -0.0006 -0.0174 0.0220 0 0.0884 0.0073 0.5430 0.1082 0.5788 -0.1079 0.4150 -0.0174 0.0076 -0.0344
- -0.0591 -0.0017 -0.0052 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0220 0 0 0 0  4.6345  1.5111  1.5111  1.5802  1.6572
-  1.5896 0.7158  3.0560  3.0913  3.4366  1.6177  1.7491  2.7260  4.5624 -0.4152 -0.4151 -0.3451 -0.3290 -0.2966 -0.0825 -0.1123
- -0.3889 0.8740 0.8203 -0.0098 0.0086 -0.0061 -0.1143 -0.1143 -0.1143 -0.1143 -0.0377 -0.0377 -0.1891 0.8031 0.8424 -0.0141
- 0 0.0473 0.0524 0.7349 0.3328 -0.0116 -0.0116 0.8876 0.8874 0.8875  1.4222  1.6161  1.2706  1.3681 -0.2121 -0.0967 -0.1898
- 0.0170 -0.4123 -0.1442 -0.4123 -0.1441 -0.5616 -0.7296 -0.8044 -0.5792 -0.2023 -0.1670 -0.2878 -0.1086 -0.0326 0.0028 -0.1591
- 0.5823 -0.1104 -0.0030 0 0 0.0189 -0.1865 -0.1565 -0.1851 -0.3905 -0.4657 -0.3152 -0.2141 -0.1749 -0.3924 -0.3218 -0.1794
- -0.1838 -0.0779 -0.2597 -0.1817 -0.1610 -0.0687 -0.1669 -0.1540  1.5857  1.6548 -0.1581 -0.1581 -0.0441 -0.2099 -0.3863  -2.5461
- -0.0262 -0.0263 0.0245 0.0245 0.7118 0.0246 0.2066 0.0245 -0.0123 -0.0123 -0.0123 -0.0123 -0.0175 -0.0038 -0.0038 -0.0038
- -0.1633 -0.0874 0 0.0019 0 0 0 0 0 0 -0.0225 0.0506 0.0376  3.0427 0.6887 0.6902 0.6535 0.6536 -0.0139 0.8503 0.0062 -0.0306
- -0.0008 -0.0073 0.0033 -0.1326 -0.0567 -0.0185 0.0008 0 -0.0015 0.0039 -0.0350 -0.0031 0.0030 0.0029 0.0029 0 0 -0.1758 -0.1420
- -0.0280 -0.0212 -0.0656 -0.0028 -0.0427 -0.0316 -0.0654 -0.0092 0.9069 0.9066 -0.0452 -0.0125 -0.0011 0.8477 0.8923 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0032 0 0 0 0 0 0 0 0 -0.0306 0.8503 -0.0174 0.0008 -0.0185 -0.0123 0.0001 -0.1006 -0.0254
- 0.8874 -0.1143 0.8031 -0.1453 0.7118 0.0245 -0.0263 -0.0038 0.0506 0.0062 0.0029 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 -0.0123 0 0 0 0  1.5812  1.5806  1.2574 0.9335  1.2534 0.9322  2.8044  2.8414  1.2250  1.2115 0.5885 0.9309  1.5113  1.0528
-  1.0529  1.1277  1.1294 -0.2414 -0.0219 -0.0775 -0.3062 0.3755 0.3299 0.0110 0.0024 0.0194 -0.0547 -0.0547 -0.0547 -0.0547
- 0.0005 0.0005 0.5071 0.2995 0.3276 -0.0151 0 -0.3107 -0.2811 0.8871 0.5235 0.0085 0.0085 0.3205 0.3204 0.3204 0.5339 0.6700
-  1.6980  1.0741 -0.0971 -0.0175 -0.1512 -0.5851 -0.1764 0.0167 -0.1764 0.0159 0.9426  1.9972  2.5587  2.1161 0.5207 0.5577
- -0.0580 0.5574 -0.0037 0.0340 0.5312  1.4664 -0.1045 0.0034 0 0 0.0105 0.4568 -0.1347 -0.0650 0.3660 0.9284 -0.1965 0.5512
- 0.5576  1.0274  1.1015 0.5813 -0.0669 0.0432 0.4937 0.5891 -0.1251 0.0149 -0.0974 0.5502  1.2796 0.9563 -0.1005 -0.1005 -0.0131
- 0.4681 0.2828  -1.5501 -0.0022 -0.0022 0.0232 0.0232 0.9404 0.0233 -0.5153 0.0232 0.0140 0.0140 0.0140 0.0140 0.0110 -0.0208
- -0.0208 -0.0208 0.5008 -0.0592 0 -0.0151 0 0 0 0 0 0 -0.1246 -0.0083 0.0074  3.1098 0.9659 0.9631  1.0054  1.0055 -0.0160
- 0.2755 0.0054 -0.0317 -0.0095 -0.0087 0.0011 0.5325 -0.0276 -0.0267 0.0007 0 0.0001 0.0020 -0.0379 0.0016 -0.0033 -0.0033
- -0.0033 0 0 0.4926 0.5291 -0.0333 -0.0201 -0.0696 0.0015 -0.0395 -0.0325 0.2632 -0.0133 0.2901 0.2901 -0.0469 -0.0094 -0.0024
- 0.2448 0.2808 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0026 0 0 0 0 0 0 0 0 -0.0317 0.2755 0.0699 0.0007 -0.0267 0.0140 0.0001
- -0.0716 -0.0135 0.3204 -0.0547 0.2995 0.5462 0.9404 0.0232 -0.0022 -0.0208 -0.0083 0.0054 -0.0033 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0.0140 0 0 0 0  1.5867  1.2574 0.9337  1.2532 0.9320  2.8113  2.8484  1.2022  1.2112 0.5885 0.9309  1.5113
-  1.0528  1.0529  1.1278  1.1295 -0.2415 -0.0219 -0.0775 -0.3062 0.3756 0.3299 0.0110 0.0024 0.0194 -0.0547 -0.0547 -0.0547
- -0.0547 0.0005 0.0005 0.5072 0.2995 0.3276 -0.0151 0 -0.3128 -0.2811 0.8870 0.5238 0.0085 0.0085 0.3205 0.3204 0.3204 0.5339
- 0.6699  1.6980  1.0742 -0.0971 -0.0176 -0.1511 -0.5891 -0.1764 0.0165 -0.1764 0.0157 0.9426  1.9972  2.5587  2.1161 0.5207
- 0.5578 -0.0582 0.5574 -0.0037 0.0341 0.5312  1.4662 -0.1045 0.0036 0 0 0.0105 0.4569 -0.1348 -0.0650 0.3660 0.9284 -0.1965
- 0.5516 0.5576  1.0274  1.1017 0.5813 -0.0669 0.0434 0.4937 0.5891 -0.1251 0.0148 -0.0977 0.5502  1.2793 0.9500 -0.1005 -0.1005
- -0.0131 0.4683 0.2827  -1.5501 -0.0022 -0.0022 0.0232 0.0232 0.9405 0.0233 -0.5153 0.0232 0.0140 0.0140 0.0140 0.0140 0.0110
- -0.0207 -0.0207 -0.0207 0.5008 -0.0592 0 -0.0151 0 0 0 0 0 0 -0.1244 -0.0083 0.0074  3.1102 0.9659 0.9630  1.0053  1.0054
- -0.0160 0.2755 0.0054 -0.0317 -0.0095 -0.0087 0.0011 0.5325 -0.0276 -0.0268 0.0007 0 0.0001 0.0020 -0.0379 0.0017 -0.0033
- -0.0033 -0.0033 0 0 0.4926 0.5291 -0.0334 -0.0201 -0.0696 0.0016 -0.0395 -0.0325 0.2632 -0.0133 0.2901 0.2901 -0.0469 -0.0094
- -0.0024 0.2448 0.2809 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0026 0 0 0 0 0 0 0 0 -0.0317 0.2755 0.0699 0.0007 -0.0268 0.0140
- 0.0001 -0.0716 -0.0136 0.3204 -0.0547 0.2995 0.5462 0.9405 0.0232 -0.0022 -0.0207 -0.0083 0.0054 -0.0033 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0140 0 0 0 0  1.2628  1.0912  1.0814 0.7248  2.3039  2.4132  2.4397 0.9831 0.6508  1.0002  1.5790
- 0.7129 0.7130 0.9331 0.7909 -0.2067 0.0389 -0.0487 -0.2484 0.3791 0.3984 0.0374 -0.0170 0.0431 0.0021 0.0021 0.0021 0.0021
- 0.2192 0.2192 0.2845 0.3595 0.4684 -0.0162 0 -0.0535 -0.1569 0.6613 0.4368 0.0343 0.0343 0.3553 0.3552 0.3552 0.7727  1.3143
-  1.3627 0.9177 0.0201 0.3441 -0.1406 0.2740 0.0566 0.8163 0.0566 0.8160 0.6185  1.0390  1.3212  1.4745 0.3329 0.4421  1.7964
- 0.3094 0.0276 0.1375 0.3145  1.0082 -0.1180 0.2108 0 0 -0.0010 0.1639 -0.1159 0.0537 0.1893 0.4721 -0.0934 0.7357 0.3843
- 0.6170 0.8356 0.4712 0.0525 0.3792 0.3340 0.4777 -0.1105 0.3776 0.0476 0.3718  1.1005  1.1058 -0.0498 -0.0498 0.2803 0.8508
- 0.3045 -0.6545 0.0321 0.0320 0.0262 0.0262 0.7321 0.0263 -0.3278 0.0262 0.0487 0.0487 0.0487 0.0487 0.0447 -0.0576 -0.0575
- -0.0575 0.2464 -0.0344 0 -0.0353 0 0 0 0 0 0 -0.3453 -0.0732 -0.0235  2.4846 0.8274 0.8250 0.9714 0.9715 -0.0166 0.2744 -0.0056
- -0.0355 0.0657 0.0590 -0.0011 0.2820 0.0011 0.1639 0.0008 0 0.0033 -0.0123 -0.0537 0.0554 -0.0112 -0.0112 -0.0112 0 0 0.2357
- 0.3446 0.2259 0.0376 -0.0892 0.0511 -0.0457 -0.0365 0.1386 0.0819 0.2891 0.2890 -0.0518 0.0582 -0.0046 0.2386 0.3475 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0025 0 0 0 0 0 0 0 0 -0.0355 0.2744 0.0370 0.0008 0.1639 0.0487 0.0001 -0.0483 0.1704 0.3552
- 0.0021 0.3595 0.3304 0.7321 0.0262 0.0320 -0.0575 -0.0732 -0.0056 -0.0112 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0487
- 0 0 0 0  1.3943 0.8926 0.5174  1.7884  1.9724  2.7601 0.7302 0.7164  1.0748  1.6543 0.3755 0.3756 0.7456 0.4551 -0.1725 0.0995
- -0.0202 -0.1915 0.3786 0.4687 0.0637 -0.0369 0.0663 0.0586 0.0586 0.0586 0.0586 0.4365 0.4365 0.0632 0.4207 0.6098 -0.0165
- 0 0.1407 -0.0326 0.4279 0.3518 0.0601 0.0601 0.3920 0.3920 0.3919  1.0132  1.9578  1.0288 0.7608 0.1382 0.7036 -0.1265  1.0211
- 0.2886  1.6110 0.2886  1.6112 0.2967 0.0856 0.0901 0.8379 0.1462 0.3301  3.6434 0.0629 0.0590 0.2435 0.0995 0.5507 -0.1320
- 0.4235 0 0 -0.0127 -0.1281 -0.0973 0.1719 0.0135 0.0181 0.0089 0.9336 0.2124 0.2089 0.5769 0.3625 0.1713 0.7224 0.1753 0.3676
- -0.0963 0.7383 0.1770 0.1947 0.9109  1.0685 0.0005 0.0006 0.5715  1.2417 0.3216 0.2356 0.0661 0.0661 0.0293 0.0293 0.5198
- 0.0294 -0.1414 0.0293 0.0835 0.0835 0.0835 0.0834 0.0783 -0.0947 -0.0946 -0.0946 -0.0065 -0.0098 0 -0.0550 0 0 0 0 0 0 -0.5678
- -0.1379 -0.0543  1.8481 0.6861 0.6854 0.9360 0.9361 -0.0172 0.2745 -0.0171 -0.0395 0.1403 0.1266 -0.0032 0.0330 0.0296 0.3492
- 0.0009 0 0.0099 -0.0270 -0.0700 0.1111 -0.0192 -0.0192 -0.0192 0 0 -0.0201 0.1638 0.4844 0.0954 -0.1094 0.1025 -0.0523 -0.0404
- 0.0147 0.1743 0.2891 0.2891 -0.0568 0.1303 -0.0068 0.2335 0.4195 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0025 0 0 0 0 0 0 0
- 0 -0.0395 0.2745 0.0043 0.0009 0.3492 0.0835 0.0001 -0.0252 0.3530 0.3920 0.0586 0.4207 0.1162 0.5198 0.0293 0.0661 -0.0946
- -0.1379 -0.0171 -0.0192 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0835 0 0 0 0  6.7563 0.7217  2.3138  2.3418  1.4827  1.0120
- 0.6567  1.0040  1.5861 0.7220 0.7221 0.7781  2.6864 -0.1942 0.0486 -0.0428 -0.2488 0.3617 0.3934 0.0337 -0.0250 0.0280 0.0103
- 0.0103 0.0103 0.0103 0.0615 0.0615 0.2986 0.3613 0.3888 -0.0139 0 -0.1766 -0.1585 0.6722 0.4147 0.2480 0.2480 0.3553 0.3552
- 0.3552 0.7840 0.9132  1.3811 0.9328 0.0327 0.1076 -0.1110 -0.2105 0.0807 0.2599 0.0807 0.2587 0.6514  1.0962  1.3836  1.2007
- 0.3395 0.3675 0.3004 0.3122 0.0277 0.0554 0.3196  1.0121 -0.0949 -0.0139 0 0  2.8517 0.1898 -0.1053 0.0657 0.2233 0.5116
- -0.0650 0.3632  5.1343 0.6356 0.6916 0.4576 0.0606 0.1464 0.3453 0.4639 -0.0834 0.1357 0.0331 0.3690  1.1023 0.9304 -0.0363
- -0.0363 0.0492 0.4558 0.3159 -0.4620 0.0292 0.0293 0.0210 0.0211 0.7246 0.0212 -0.3349 0.0211 0.0433 0.0433 0.0433 0.0433
- 0.0429 -0.0570 -0.0570 -0.0570 0.2523 -0.0340 0 -0.0330 0 0 0 0 0 0 -0.3420 -0.0731 -0.0261  2.4640 0.8104 0.8095 0.9397
- 0.9398 -0.0139 0.2789 -0.0154 -0.0378 -0.0115 -0.0092 0.1011 0.2900 0.0035 -0.0251 0.0007 0 0 0.7497 -0.0586 -0.0251 -0.0101
- -0.0101 -0.0101  4.4016 -0.0055 0.2516 0.2807 -0.0354 -0.0208 -0.0964 -0.0232 -0.0376 -0.0381 0.1427 -0.0125 0.2907 0.2906
- -0.0490 -0.0149 0.1031 0.2422 0.2758 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0046 0 0 0 0 0 0 0 0 -0.0378 0.2789 0.0381 0.0007
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- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0433 0 0 0 0 0.6126  1.6356  1.6593 0.6235 0.6777 0.2852 0.4509 0.7161 0.7486 0.7494
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- 0.2810 0.1888  1.8656  3.3479  4.1427  3.3069 0.9086 0.9062 0.1217 0.8361 0.0433 0.0442 0.8398  2.4613 -0.0350 -0.0399 0
- 0 -0.0051 0.7582 -0.0423 0.1529 0.9172  1.7085 0.1260 0.9063 0.9670  1.7711  1.7668 0.9973 0.1486 0.1358 0.9408  1.0108 -0.0227
- 0.1080 0.0863 0.9014  2.3469  1.8395 0.0471 0.0471 0.0171 0.8474 0.8583 0.8934 0.0130 0.0131 0.0078 0.0078  1.6458 0.0091
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- 0.0002 0 0.0002 0.0017 -0.0185 -0.0074 -0.0111 -0.0110 -0.0110 0 0 0.8141 0.8130 -0.0670 -0.0184 -0.0309 -0.0069 -0.0107
- -0.0115 0.4076 -0.0249 0.5780 0.5779 -0.0289 -0.0217 -0.0054 0.5510 0.5564 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0013 -0.0054 0 0
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- 0.0131 -0.0652 -0.0914 0.0045 -0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0461 0 0 0 0  6.3872  4.2112  2.2083  1.2385
-  1.9300  3.0904  1.7602  1.7615  2.0995  1.9146 -0.4433 0.0160 -0.1252 -0.5519 0.7511 0.7266 0.0477 -0.0187 0.0574 -0.0543
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- 0.6748 0.6748  1.3019  2.0134  3.0560  1.9921 -0.0791 0.3436 -0.2894 -0.3784 -0.1253 0.8757 -0.1253 0.8742  1.5565  3.0315
-  3.8747  3.6266 0.8525  1.2381  1.7087 0.8666 0.0245 0.1961 0.8439  2.4739 -0.2232 0.2766 0 0 0.0085 0.6193 -0.2484 -0.0145
- 0.5653  1.4079 -0.2772  2.5954 0.9515  1.6432  2.4552  1.0513 -0.0164 0.6288 0.8246  1.0630 -0.2357 0.4108 -0.0774 0.9237
-  2.3864  1.9512 -0.1487 -0.1486 0.2883  1.4115 -0.6186  -2.1842 0.0282 0.0283 0.0495 0.0495  1.6710 0.0508 -0.8392 0.0495
- 0.0619 0.0619 0.0619 0.0618 0.0546 -0.0763 -0.0763 -0.0763 0.7463 -0.0939 0 -0.0498 0 0 0 0 0 0 -0.4580 -0.0788 -0.0147  5.5907
-  1.7928  1.7903  1.9786  1.9799 -0.0322 0.5504 -0.0045 -0.0668 0.0635 0.0412 0.0001 0.8131 -0.0272 0.0854 0.0015 0 -0.0007
- -0.0144 -0.0953 0.0761 -0.0143 -0.0143 -0.0143 0 0 0.7277 0.8957 0.1574 0.0041 -0.1621 0.0702 -0.0846 -0.0674 0.4031 0.0433
- 0.5798 0.5797 -0.0981 0.0646 -0.0070 0.4845 0.6446 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0013 -0.0051 0 0 0 0 0 0 0 0 -0.0668 0.5504
- 0.1067 0.0015 0.0854 0.0619 0.0013 -0.1198 0.1698 0.6748 -0.0543 0.6578 0.8744  1.6710 0.0495 0.0283 -0.0763 -0.0788 -0.0045
- -0.0143 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0619 0 0 0 0  66.3352  1.0681  1.5502  2.2765  3.4287 0.0606 0.0620  1.1258
- 0.2218 -0.2694 0.3198 0.0188 -0.2630 0.7686  1.0693 0.1794 -0.1159 0.1757 0.2297 0.2297 0.2296 0.2297  1.3253  1.3254 -0.3236
- 0.9579  1.5053 -0.0367 0 0.8753 0.1838 0.4232 0.5202 0.1711 0.1711 0.8488 0.8486 0.8486  2.4956  5.2356  1.3792  1.2092 0.5069
-  2.1522 -0.2371  3.9368  1.0397  4.8747  1.0397  4.8757 -0.0639  -1.7598  -2.3128 0.4184 -0.0867 0.6597  10.9821 -0.3731
- 0.1813 0.7130 -0.2398 0.1836 -0.2909  1.3124 0 0 -0.0491 -0.8454 -0.1542 0.5789 -0.3179 -0.8738 0.2380  3.5162 0.0850 -0.4089
-  1.1248 0.5009 0.5802  2.3078 0.0261 0.5059 -0.1627  2.2250 0.6490 0.0313  1.4924  2.7299 0.1047 0.1048  1.7553  3.3242 -0.5099
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- -0.5256 0.0301 0 -0.1507 0 0 0 0 0 0  -1.5626 -0.4032 -0.1693  2.4625  1.1001  1.0999  1.8091  1.8105 -0.0350 0.5450 -0.0598
- -0.0860 0.4396 0.3800 -0.0105 -0.4396 0.1162  1.0392 0.0021 0 0.0151 -0.0860 -0.1743 0.3447 -0.0540 -0.0540 -0.0540 0 0 -0.5569
- -0.0272  1.4535 0.2929 -0.2602 0.3181 -0.1159 -0.0870 -0.2199 0.5193 0.5745 0.5745 -0.1228 0.4026 -0.0179 0.4536 0.9774 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0014 -0.0049 0 0 0 0 0 0 0 0 -0.0860 0.5450 -0.0577 0.0021  1.0392 0.2355 0.0014 -0.0034  1.0899
- 0.8486 0.2297 0.9579 -0.2044 0.6290 0.0645 0.1991 -0.2603 -0.4032 -0.0598 -0.0540 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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- 0.2473 -0.0576 -0.0576 0.2853 0.2852 0.2852 0.0958 0.1233  1.1613 0.8536 -0.3223 -0.3061 -0.0920 -0.7563 -0.6397 -0.6010
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- 0.1540 0.0002 0.0177 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0781 0 0 0 0 0.8179  1.0906  1.7348 0.0443 0.0443 -0.0405
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- 0.4648 0.4224 -0.0134 0 0.0461 0.0545 0.2369 0.1890 0.0412 0.0412 0.3808 0.3807 0.3807  1.2284  1.0186 0.7811 0.8399 0.2721
- 0.1466 0.1077 0.2633 0.6313 0.3373 0.6313 0.3381 0.1921 -0.3156 -0.5356 -0.4840 -0.0031 -0.0460 0.4311 -0.1544 0.0650 0.0224
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- 0.2989 0.1698 0.0797 0.0657 0.1337 0.1737 0.2889 -0.0357 0.6592 0.7216 0.1987 0.1987 0.0726 0.1675 0.3817  3.2931 0.0369
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- 0.5104 0.5103 -0.0487 -0.0163 -0.0053 0.4578 0.4935 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0046 0 0 0 0 0 0 0 0 -0.0317 0.4833
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- 0.5823 -0.1101 -0.0022 0 0 0.0138 -0.1870 -0.1569 -0.1831 -0.3905 -0.4667 -0.3143 -0.2124 -0.1840 -0.3918 -0.3206 -0.1782
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- -0.0012 -0.0074 0.0014 -0.1330 -0.0563 -0.0189 0.0008 0 -0.0015 0.0024 -0.0359 -0.0028 0.0028 0.0028 0.0028 0 0 -0.1767 -0.1422
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- 0.8851 -0.1135 0.8100 -0.1452 0.7126 0.0244 -0.0255 -0.0054 0.0493 0.0063 0.0028 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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- 0.3841 0.3840 0.3841 0.1977 0.1977 0.8480 0.1746 0.0828 -0.0216 0 -0.3638 -0.3469 0.6300 0.4918 0.0943 0.0943 -0.0140 -0.0140
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-  1.8337 0.9224 0.8957 0.9641  1.8033  1.6103  1.1154 0.6962 0.4024  1.1540  1.1329 0.3144 0.4162 0.6798 0.8701 0.7298 0.3899
- 0.4471 0.4471 0.1758  1.1398  1.6222  7.4552 0.0983 0.0985 -0.0402 -0.0403 0.7479 -0.0406 -0.9706 -0.0403 0.1201 0.1201 0.1201
- 0.1200 0.1262 -0.1419 -0.1418 -0.1418 0.7018 0.2430 0 -0.0857 0 0 0 0 0 0 -0.8511 -0.2847 -0.1625  2.1155 0.9878 0.9876  1.3470
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- -0.0277 -0.0277 -0.0277 0 0 0.7212 0.6292 -0.0578 0.0107 0.1149 -0.0232 0.0706 0.0534 0.3188 -0.0185 -0.1283 -0.1283 0.0681
- -0.0198 -0.0065 -0.0618 -0.1483 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0004 0.0011 0 0 0 0 0 0 0 0 0.0524 -0.1206 0.0852 -0.0013
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- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1201 0 0 0 0  2.2184  1.8678  1.9542 0.6812 0.3301 0.3017 0.9477 -0.0218 0.1096
- 0.0922 -0.0309 0.1169 0.3839 0.3839 0.3839 0.3839 0.1976 0.1976 0.8479 0.1745 0.0828 -0.0216 0 -0.3638 -0.3469 0.6300 0.4917
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- 0.8116  2.4721  3.1567  3.6217  2.7556 0.9624 0.8658  1.0741 0.6120 0.1548 0.0606 0.7481  1.3985 0.1817 -0.1024 0 0 -0.0665
- 0.6391 0.3013 0.7003  1.3795  1.8352 0.9237 0.8973 0.9657  1.8048  1.6119  1.1156 0.6963 0.4026  1.1542  1.1331 0.3147 0.4165
- 0.6799 0.8708 0.7302 0.3903 0.4478 0.4478 0.1765  1.1421  1.6244  7.4657 0.0982 0.0984 -0.0403 -0.0403 0.7478 -0.0402 -0.9706
- -0.0403 0.1200 0.1200 0.1200 0.1200 0.1261 -0.1419 -0.1418 -0.1418 0.7018 0.2429 0 -0.0857 0 0 0 0 0 0 -0.8510 -0.2847 -0.1625
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- 0 0.0002 -0.0106 0.0625 -0.0251 -0.0277 -0.0277 -0.0277 0 0 0.7212 0.6292 -0.0578 0.0107 0.1149 -0.0232 0.0706 0.0538 0.3190
- -0.0183 -0.1282 -0.1282 0.0681 -0.0198 -0.0065 -0.0618 -0.1482 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 0.0011 0 0 0 0 0 0 0 0
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- -0.2847 -0.0031 -0.0277 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1200 0 0 0 0  2.4998  1.9705 -0.1884 0.2004 0.0060 -0.1869
- -0.0005 0.1702 0.1148 -0.0584 0.1322 0.1424 0.1424 0.1424 0.1424 0.5846 0.5846 0.7019 0.0865 0.3065 -0.0223 0 -0.2184 -0.3360
- 0.6412 0.5575 0.1088 0.1088 0.0165 0.0165 0.0165 0.5378  1.6422  1.6540 0.6346 0.3197 0.9815 -0.1562 0.6335 0.6496  2.1970
- 0.6496  2.1983  1.7780  2.5073  3.0671  3.4736 0.8517  1.0952  4.2713 0.6738 0.1161 0.3619 0.7570  1.4260 -0.2024 0.5216
- 0 0 -0.0487 0.3554 -0.1043 0.3622 0.6864  1.2430 0.1298  1.9045 0.9426  1.5508  2.0381  1.2231 0.3644  1.0909 0.9225  1.2443
- -0.1175  1.0292 0.3647 0.9124 0.8098 0.6151 0.0583 0.0584 0.7235  2.2677  1.0495  1.3300 0.1287 0.1289 0.0449 0.0449 0.7992
- 0.0446 -0.8442 0.0449 0.1527 0.1527 0.1527 0.1525 0.1441 -0.1630 -0.1629 -0.1629 0.5716 0.0166 0 -0.0965 0 0 0 0 0 0 -0.9776
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- 0.2384 0.0014 0 -0.0016 -0.0439 -0.0901 0.1398 -0.0345 -0.0346 -0.0346 0 0 0.5506 0.7937 0.3917 0.0557 -0.1464 0.1290 -0.0768
- -0.0581 0.3075 0.1188 -0.1249 -0.1249 -0.0698 0.1517 -0.0097 -0.1943 0.0268 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0003 0.0016 0
- 0 0 0 0 0 0 0 -0.0563 -0.1221 0.0824 0.0014 0.2384 0.1527 -0.0003 -0.0064 0.4318 0.0165 0.1424 0.0865 0.7813 0.7992 0.0449
- 0.1289 -0.1629 -0.2563 -0.0205 -0.0346 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1527 0 0 0 0  11.9012 -0.1676 0.2198 0.0166
- -0.1928 -0.0195 0.1622 0.1085 -0.0668 0.1111 0.1583 0.1583 0.1583 0.1583 0.2404 0.2404 0.7308 0.0916 0.1346 -0.0190 0 -0.3599
- -0.3404 0.6553 0.5394 0.5369 0.5369 0.0170 0.0170 0.0170 0.5647 0.7727  1.6987 0.6717 0.3436 0.4654 -0.1046 -0.2144 0.6979
- 0.9854 0.6979 0.9844  1.9223  2.6411  3.2145  2.7767 0.8668 0.9047  1.3220 0.6802 0.1159 0.1561 0.7680  1.4412 -0.1518 -0.0329
- 0 0  9.4669 0.4127 -0.0852 0.3859 0.7618  1.3261 0.1975 0.9521  16.7929  1.5904  1.6666  1.2013 0.3816 0.4917 0.9465  1.2202
- -0.0669 0.5035 0.3793 0.9097 0.8091 0.4705 0.0840 0.0840 0.2169  1.3161  1.1257  1.6957 0.1239 0.1241 0.0337 0.0337 0.7964
- 0.0334 -0.8634 0.0337 0.1432 0.1432 0.1432 0.1431 0.1416 -0.1619 -0.1618 -0.1618 0.5826 0.0165 0 -0.0931 0 0 0 0 0 0 -0.9713
- -0.2583 -0.1124  2.2668  1.0826  1.0825  1.5114  1.5111 -0.0193 -0.1140 -0.0321 -0.0613 -0.0210 -0.0162 0.1960 0.6438 0.0776
- -0.0395 0.0011 0 0.0002  1.4855 -0.0935 -0.0559 -0.0326 -0.0327 -0.0327 0 0 0.5807 0.6226 -0.0618 -0.0341 -0.1548 -0.0515
- -0.0621 -0.0620 0.3156 -0.0199 -0.1226 -0.1226 -0.0656 -0.0242 0.2056 -0.1888 -0.1469 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0003
- -0.0025 0 0 0 0 0 0 0 0 -0.0613 -0.1140 0.0845 0.0011 -0.0395 0.1432 -0.0003 0.0095 0.0973 0.0170 0.1583 0.0916 0.7989 0.7964
- 0.0337 0.1241 -0.1618 -0.2583 -0.0321 -0.0327 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1432 0 0 0 0  3.1178 0.4518  1.0555
-  4.0533 -0.1161 -0.0737 -0.0056 -0.0443 -0.0620 0.8534 0.8534 0.8534 0.8534 -0.0184 -0.0184 0.3565 0.3641 -0.0746 -0.0170
- 0 0.0170 0.0120 -0.1312 -0.0842 0.0050 0.0050 -0.0657 -0.0657 -0.0657  1.9944 -0.1874 0.9982  1.5383  1.2305 -0.0742  1.2514
- -0.0065  2.9723 -0.0790  2.9723 -0.0749  1.9827  1.4606 0.9646 -0.2816 0.3495 -0.0875 -0.0976 -0.3041 0.1878 -0.2475 -0.0947
- -0.2087  1.0754 -0.2307 0 0 -0.1964 0.5833  1.3144  1.2602  2.1034  1.6056  2.6012 -0.0813 -0.0161 0.7107 -0.1632 -0.1104
-  1.2646 -0.0500 0.7732 -0.1125  1.2815 -0.0381  1.2434 -0.0856 -0.2073 -0.1725  1.2855  1.2857 -0.0138 -0.2276  1.9572  20.8177
- -0.0296 -0.0297 -0.2384 -0.2386 -0.1436 -0.2376 -0.3875 -0.2386 -0.0116 -0.0116 -0.0116 -0.0116 0.0047 0.0017 0.0017 0.0017
- 0.3257 0.8198 0 -0.0126 0 0 0 0 0 0 0.0100 -0.2052 -0.2218 -0.4870 -0.1647 -0.1626 -0.1955 -0.1944 -0.0170 -0.0471 -0.0503
- 0.3920 -0.0178 0.0012 -0.0038 -0.0662 0.4280 0.0029 -0.0076 0 0 -0.0296 0.3693 -0.0482 0.0017 0.0018 0.0018 0 0 0.3722 -0.0647
- 0.0046 0.1438 0.7611 -0.0445 0.4303 0.4418 -0.0320 0.0020 -0.0562 -0.0562 0.4266 -0.0006 0.0023 0.3675 -0.0573 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0.0010 -0.0015 0 0 0 0 0 0 0 0 0.3920 -0.0471 -0.0087 -0.0076 0.0029 -0.0116 0.0010 0.8744 -0.0067 -0.0657
- 0.8534 0.3641 -0.0784 -0.1436 -0.2386 -0.0297 0.0017 -0.2052 -0.0503 0.0018 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0116
- 0 0 0 0  8.2172 0.1437  14.7091 0.0451 0.1517 0.0806 -0.0241 0.1019 0.3138 0.3138 0.3138 0.3161 0.1809 0.1808 0.0105 0.2006
- 0.1363 -0.0108 0 0.0502 0.0621 -0.0995 0.1062 0.0866 0.0866 0.0457 0.0457 0.0457 0.9767 0.6474 0.3749 0.3419 0.5533 0.3532
- 0.2326 0.4773  1.2020 0.7367  1.2020 0.7365 0.5938 -0.1749 -0.4786 -0.4393 0.1150 0.0507  1.0185 -0.1743 0.1282 0.0627 -0.0530
- -0.1411 0.1305 -0.0661 0 0 -0.0345 -0.1719 0.2322 0.5814 0.4217 0.1202 0.7233 0.0994 0.1467 0.1268 -0.0021 0.2645 0.5749
- 0.3839 0.2722 0.2674 0.2543 0.3748 0.5383 0.0581 0.0506 0.1114 0.3628 0.3627 0.1686 0.4876 0.8100  5.9793 0.0923 0.0924 -0.0289
- -0.0289 0.0045 -0.0286 -0.1189 -0.0289 0.1033 0.1033 0.1033 0.1033 0.1218 -0.1152 -0.1151 -0.1151 -0.1329 0.1771 0 -0.0769
- 0 0 0 0 0 0 -0.6908 -0.2435 -0.1363 -0.0436 0.2116 0.2121 0.5225 0.5228 -0.0105 -0.0509 -0.0014 0.0134 -0.0310 -0.0092 -0.0110
- -0.1458 0.1647 -0.0230 -0.0009 0 0.0001 -0.0022 0.0395 -0.0131 -0.0242 -0.0242 -0.0242 0 0 -0.0971 -0.1578 -0.0351 0.0090
- 0.0529 -0.0121 0.0489 0.0149 -0.0740 -0.0113 -0.0571 -0.0571 0.0425 -0.0120 -0.0049 -0.0160 -0.0693 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0.0003 0.0005 0 0 0 0 0 0 0 0 0.0134 -0.0509 -0.0191 -0.0009 -0.0230 0.1033 0.0003 0.2034 0.0776 0.0457 0.3138 0.2006
- -0.0415 0.0045 -0.0289 0.0924 -0.1151 -0.2435 -0.0014 -0.0242 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1033 0 0 0 0  2.7948
-  1.2515 -0.0204 0.0249 0.0228 -0.0208 0.0127 0.3472 0.3472 0.3472 0.3480 0.0499 0.0499 0.1083 0.1683 0.0197 -0.0083 0 0.0204
- 0.0226 -0.0690 0.0079 0.0271 0.0271 -0.0053 -0.0053 -0.0053 0.8855 0.1428 0.4088 0.5558 0.5316 0.0864 0.4394 0.1443  1.2428
- 0.2023  1.2428 0.2034 0.7654 0.3761 0.1373 -0.2175 0.1381 -0.0101 0.2831 -0.1428 0.0946 -0.0536 -0.0441 -0.1045 0.3563 -0.0882
- 0 0 -0.0706 0.1189 0.4562 0.5494 0.7474 0.5089 0.9860 0.0064 0.0358 0.2480 -0.0484 0.0485 0.5483 0.1035 0.3109 0.0488 0.4552
- 0.1035 0.5320 -0.0074 -0.0453 -0.0165 0.4884 0.4884 0.0475 0.0824 0.8235  7.9478 0.0196 0.0196 -0.0790 -0.0791 -0.0408 -0.0787
- -0.1504 -0.0791 0.0282 0.0282 0.0282 0.0282 0.0358 -0.0353 -0.0353 -0.0353 0.0587 0.2956 0 -0.0256 0 0 0 0 0 0 -0.2118 -0.1355
- -0.1073 -0.1563 0.0164 0.0172 0.1026 0.1030 -0.0082 -0.0297 -0.0154 0.1228 -0.0124 -0.0025 -0.0041 -0.0641 0.1728 -0.0062
- -0.0025 0 0 -0.0101 0.1211 -0.0184 -0.0069 -0.0068 -0.0068 0 0 0.0797 -0.0673 -0.0094 0.0450 0.2438 -0.0169 0.1415 0.1355
- -0.0321 -0.0029 -0.0340 -0.0340 0.1390 -0.0038 -0.0010 0.1038 -0.0380 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0004 -0.0003 0 0 0 0
- 0 0 0 0 0.1228 -0.0297 -0.0084 -0.0025 -0.0062 0.0282 0.0004 0.3190 0.0217 -0.0053 0.3472 0.1683 -0.0358 -0.0408 -0.0791
- 0.0196 -0.0353 -0.1355 -0.0154 -0.0068 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0282 0 0 0 0  47.6831 -0.1384 -0.0522
- 0.0081 -0.0716 -0.0588  1.1587  1.1587  1.1586  1.1626 0.0203 0.0204 0.4584 0.5033 -0.0643 -0.0246 0 0.0343 0.0305 -0.1887
- -0.0777 0.0042 0.0042 -0.0710 -0.0710 -0.0710  2.7551 -0.0870  1.3622  1.9920  1.6976 -0.0065  1.6401 0.1109  4.0639 0.0798
-  4.0639 0.0823  2.6638  1.8070  1.1064 -0.4678 0.4699 -0.0970 0.1194 -0.4283 0.2701 -0.2976 -0.1330 -0.2973  1.3928 -0.3106
- 0 0 -0.3173 0.6946  1.6798  1.7536  2.7492  2.0507  3.4477 -0.0861 -0.1010 0.9294 -0.2047 -0.0764  1.7466 0.0474  1.0481
- -0.0778  1.6912 0.0415  1.7397 -0.0963 -0.2466 -0.1888  1.6902  1.6905 0.0211 -0.1734  2.6619  27.5941 -0.0136 -0.0136 -0.3088
- -0.3090 -0.1776 -0.3085 -0.5188 -0.3090 0.0105 0.0105 0.0105 0.0102 -0.0396 -0.0400 -0.0399 -0.0400 0.4710  1.0862 0 0.0087
- 0 0 0 0 0 0 -0.2398 -0.3353 -0.3222 -0.6171 -0.1558 -0.1550 -0.1226 -0.1221 -0.0235 -0.0789 -0.0693 0.5861 0.0298 -0.0006
- 0.0023 -0.1198 0.4904 -0.0023 -0.0099 0 0 -0.0570 0.4863 -0.0685 -0.0024 -0.0024 -0.0024 0 0 0.4453 -0.1194 -0.0023 0.1823
-  1.0721 -0.0632 0.5555 0.5878 -0.0592 -0.0009 -0.0843 -0.0843 0.5642 -0.0018 -0.0018 0.4751 -0.0868 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0.0005 -0.0018 0 0 0 0 0 0 0 0 0.5861 -0.0789 -0.0157 -0.0099 -0.0023 0.0105 0.0005  1.1436 0.0099 -0.0710  1.1587
- 0.5033 -0.1088 -0.1776 -0.3090 -0.0136 -0.0400 -0.3353 -0.0693 -0.0024 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0105 0
- 0 0 0 0.8539 0.2392 0.0316 0.5094 0.5602 0.0206 0.0206 0.0206 0.0206 0.0355 0.0355 -0.0718 0.2141 0.2215 -0.0082 0 0.0058
- 0.0337 0.1330 0.1605 0.0245 0.0245 0.2013 0.2012 0.2013 0.5012 0.5375 0.3352 0.2999 0.0556 0.0755 -0.0728 0.1156 0.1133 0.1655
- 0.1133 0.1655 -0.0728 -0.3697 -0.4623 -0.3372 -0.0329 -0.0219 0.0935 -0.0662 0.0286 0.0400 -0.0522 0.1048 -0.0770 -0.0459
- 0 0 -0.0736 -0.1717 -0.0625 0.0726 -0.1134 -0.2059 -0.0208 -0.0586 -0.1076 -0.1070 -0.0851 0.0800 0.0722 0.1052 -0.0226 0.0814
- -0.0610 0.0945 0.0597 -0.0024 0.4016 0.4051 -0.0126 -0.0125 0.0120 0.1086 0.0538 -0.0911 0.0317 0.0317 0.0171 0.0171 0.1957
- 0.0171 0.0362 0.0171 0.0412 0.0412 0.0412 0.0412 0.0386 -0.0420 -0.0420 -0.0420 -0.1079 -0.0136 0 -0.0272 0 0 0 0 0 0 -0.2519
- -0.0660 -0.0244 0.7441 0.2756 0.2728 0.3964 0.3964 -0.0095 0.1485 0.5190 -0.0240 -0.0205 -0.0163 -0.0040 -0.0839 0.0103 -0.0421
- 0.0005 0 0.0001 0.3939 0.4820 0.4983 -0.0095 -0.0095 -0.0095 0 0 -0.1124 -0.1034 -0.0623 -0.0226 0.4579 0.4598 -0.0285 -0.0245
- -0.0424 -0.0210 0.1577 0.1577 -0.0329 -0.0214 -0.0060 0.1244 0.1363 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0013 0 0 0 0 0 0 0 0
- -0.0240 0.1485 -0.0110 0.0005 -0.0421 0.0412 0 -0.0211 -0.0057 0.2012 0.0206 0.2141 -0.0431 0.1957 0.0171 0.0317 -0.0420
- -0.0660 0.5190 -0.0095 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0412 0 0 0 0  2.8199 0.0794 -0.0169 0.1119 0.1184 0.1184
- 0.1184 0.1183 0.1790 0.1790 -0.1012 0.3029 0.3327 -0.0136 0 0.0531 0.0670 0.0736 0.1907 0.0757 0.0757 0.2381 0.2380 0.2458
- 0.8865  1.0379 0.4403 0.3405 0.2536 0.3439 -0.0704 0.4789 0.5177 0.7299 0.5177 0.7306 0.0789 -0.6118 -0.8314 -0.4906 0.0023
- 0.0321 0.9915 -0.1365 0.0833 0.1136 -0.0708 0.0160 -0.1091 -0.0184 0 0 -0.0302 -0.3291 -0.0430 0.2809 -0.0719 -0.2916 0.1478
- 0.0776 0.0596 -0.0996 -0.0398 0.2528 0.2809 0.3696 0.0612 0.2557 -0.0457 0.3725 0.2821 0.0444 0.4112 0.4798 0.0702 0.0702
- 0.1643 0.4956 0.3461  1.3901 0.0897 0.0898 0.0242 0.0242 0.1762 0.0241 0.0010 0.0242 0.1041 0.1041 0.1041 0.1040 0.0898 -0.1136
- -0.1135 -0.1136 -0.1941 0.0160 0 -0.0600 0 0 0 0 0 0 -0.6816 -0.1831 -0.0794 0.6512 0.3845 0.3846 0.6967 0.6966 -0.0144 0.1433
- 0.0078 -0.0335 -0.0048 -0.0109 -0.0057 -0.1606 0.0495 -0.0272 0.0008 0 -0.0003 -0.0085 -0.0356 -0.0065 -0.0239 -0.0239 -0.0239
- 0 0 -0.2048 -0.1751 -0.0417 -0.0232 -0.0691 -0.0060 -0.0435 -0.0343 -0.0815 -0.0136 0.1225 0.1225 -0.0452 -0.0150 -0.0074
- 0.0800 0.1078 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 -0.0008 0 0 0 0 0 0 0 0 -0.0335 0.1433 -0.0211 0.0008 -0.0272 0.1041 -0.0001
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- 0 0 0 0 0 0 0 0 0.1041 0 0 0 0  2.5420  2.4942 0.0543 0.0672 0.0672 0.0672 0.0672 0.0893 0.0894 -0.0302 0.0620 0.0727 -0.0052
- 0 0.0207 0.0268 -0.0360 0.0585 0.0373 0.0373 0.0280 0.0280 0.0280 0.2753 0.3304 0.0799 0.0250 0.1407 0.1734 -0.0158 0.2271
- 0.2858 0.3632 0.2858 0.3637 0.0910 -0.2213 -0.3187 -0.1769 0.0204 0.0312 0.5025 -0.0546 0.0429 0.0542 -0.0187 -0.0490 -0.0426
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- 0.1400 -0.0076 0.1850 0.1471 0.0362 0.0430 0.0693 0.0493 0.0493 0.0829 0.2571 0.2027 0.9141 0.0452 0.0452 0.0094 0.0094 0.0150
- 0.0094 -0.0191 0.0094 0.0510 0.0510 0.0510 0.0510 0.0494 -0.0524 -0.0523 -0.0523 -0.0771 0.0209 0 -0.0317 0 0 0 0 0 0 -0.3141
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- -0.0112 0.0003 0 0 -0.0048 -0.0150 -0.0028  2.4157  2.4177  2.4177 0 0 -0.0805 -0.0701 -0.0173 -0.0090 -0.0281 -0.0026 -0.0164
- -0.0133 -0.0327 -0.0056 -0.0216 -0.0216 -0.0184 -0.0057 -0.0032 -0.0398 -0.0273 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0004 0 0
- 0 0 0 0 0 0 -0.0131 -0.0211 -0.0084 0.0003 -0.0112 0.0510 0 0.0173 0.0384 0.0280 0.0672 0.0620 -0.0132 0.0150 0.0094 0.0452
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- 0.1510 0.1510 0.0634 0.2249 0.1043 -0.0118 0 0.0453 0.0547 -0.1042 0.0780 0.0720 0.0720 0.0290 0.0290 0.0291  1.1307 0.5211
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- 0.0780 0.0720 0.0720 0.0290 0.0290 0.0291  1.1307 0.5211 0.4701 0.5188 0.6566 0.2889 0.3864 0.4048  1.4717 0.6142  1.4717
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- 0.6488 0.0354 0.0117 0.0685 0.4992 0.4992 0.1401 0.3771 0.9803  8.1929 0.0742 0.0743 -0.0605 -0.0606 -0.0175 -0.0607 -0.1595
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- 0.1043 -0.0118 0 0.0453 0.0547 -0.1042 0.0780 0.0720 0.0720 0.0290 0.0290 0.0291  1.1306 0.5210 0.4701 0.5188 0.6565 0.2889
- 0.3864 0.4047  1.4716 0.6142  1.4716 0.6143 0.8051 0.0723 -0.2606 -0.4162 0.1497 0.0292 0.8485 -0.1945 0.1371 0.0156 -0.0597
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- 0.3202 0.3482 0.2100 0.4102 0.3124 0.6488 0.0354 0.0117 0.0685 0.4992 0.4991 0.1401 0.3770 0.9802  8.1948 0.0742 0.0743 -0.0605
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- 0.1699 -0.0174 0.1065 0.0815 -0.0680 -0.0096 -0.0569 -0.0570 0.1020 -0.0101 -0.0042 0.0433 -0.0673 0 0 0 0 0 0 0 0 0 0 0
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- 0.1510 0.1510 0.0634 0.2249 0.1044 -0.0118 0 0.0453 0.0547 -0.1042 0.0780 0.0720 0.0720 0.0290 0.0290 0.0291  1.1307 0.5211
- 0.4701 0.5188 0.6566 0.2889 0.3864 0.4048  1.4717 0.6143  1.4717 0.6144 0.8052 0.0723 -0.2606 -0.4162 0.1497 0.0292 0.8486
- -0.1946 0.1371 0.0156 -0.0597 -0.1517 0.2730 -0.0917 0 0 -0.0657 -0.0586 0.3914 0.6861 0.6729 0.3419  1.0039 0.0697 0.1084
- 0.2134 -0.0279 0.2078 0.6801 0.3202 0.3482 0.2100 0.4102 0.3124 0.6488 0.0354 0.0117 0.0685 0.4992 0.4992 0.1401 0.3771 0.9803
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- 0.3037 0.0649 0.0290 0.3960 0.2249 -0.0470 -0.0175 -0.0606 0.0743 -0.0990 -0.2397 -0.0093 -0.0202 0 0 0 0 0 0 0 0 0 0 0 0
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- 0.0607 0.0607 0.0607 0.6133  1.6431 0.1515 0.0290 0.3194 0.9363 -0.0433  1.3313 0.6455  2.0906 0.6455  2.0911 0.1874 -0.5450
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- 0.2994 0.1070 0.1071 0.7268  1.4334 0.4768  2.0121 0.1049 0.1051 0.0229 0.0229 0.0192 0.0228 -0.0366 0.0229 0.1182 0.1182
- 0.1182 0.1181 0.1135 -0.1211 -0.1210 -0.1210 -0.1828 0.0475 0 -0.0727 0 0 0 0 0 0 -0.7265 -0.2100 -0.0935 0.0052 0.2560 0.2564
- 0.6109 0.6108 -0.0132 -0.0518 -0.0221 -0.0290 0.1679 0.1121 -0.0069 -0.1538 0.0766 0.2786 0.0007 0 -0.0022 -0.0370 -0.0581
- 0.1250 -0.0269 -0.0269 -0.0269 0 0 -0.1945 -0.0039 0.4286 0.0724 -0.0870 0.1153 -0.0404 -0.0298 -0.0785 0.1390 -0.0527 -0.0527
- -0.0363 0.1489 -0.0075 -0.0888 0.0963 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 0.0007 0 0 0 0 0 0 0 0 -0.0290 -0.0518 -0.0202
- 0.0007 0.2786 0.1182 -0.0001 0.0358 0.4448 0.0607 0.1510 0.1349 -0.0362 0.0192 0.0229 0.1051 -0.1210 -0.2100 -0.0221 -0.0269
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- 0.0859 0.0859 0.0607 0.0607 0.0607 0.6133  1.6431 0.1515 0.0290 0.3194 0.9363 -0.0434  1.3313 0.6454  2.0907 0.6454  2.0912
- 0.1874 -0.5450 -0.7741 0.2695 0.0392 0.2304  4.1993 -0.1312 0.0982 0.2904 -0.0487 -0.1335 -0.1031 0.4804 0 0 -0.0390 -0.3327
- -0.0141 0.3416 -0.0087 -0.2385 0.2210 0.9479 0.0981 -0.0399 0.3428 0.3153 0.3432 0.9150 0.1141 0.3195 -0.0247 0.9630 0.4072
- 0.0784 0.0807 0.2994 0.1070 0.1070 0.7268  1.4334 0.4768  2.0117 0.1049 0.1051 0.0229 0.0229 0.0192 0.0228 -0.0366 0.0229
- 0.1182 0.1182 0.1182 0.1181 0.1133 -0.1211 -0.1210 -0.1210 -0.1828 0.0475 0 -0.0726 0 0 0 0 0 0 -0.7266 -0.2100 -0.0935 0.0052
- 0.2560 0.2564 0.6109 0.6108 -0.0132 -0.0518 -0.0221 -0.0290 0.1679 0.1121 -0.0069 -0.1538 0.0765 0.2786 0.0007 0 -0.0022
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- 0.3872 0.1311 -0.0260 -0.0260 -0.0618 -0.0617 -0.0618 -0.0086 -0.3605 0.8369 0.5182 0.0551 -0.1562 0.1741 -0.6043 0.1817
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- -0.0400 0 0 0.0022 0.5962 0.1628 0.0591 0.6909  1.1139 0.2678 0.3281 0.3979 0.9248 0.7797 0.2833 0.0553 -0.1612 0.4742 0.2881
- 0.1792 -0.1585 0.0339 0.3630 0.2822 0.0596 0.1322 0.1322 -0.0767 0.0572 0.4200  2.0114 -0.0398 -0.0398 -0.0395 -0.0395 0.3455
- -0.0396 -0.4482 -0.0395 -0.0409 -0.0409 -0.0409 -0.0409 -0.0338 0.0314 0.0313 0.0313 0.5024 0.0814 0 0.0195 0 0 0 0 0 0 0.1881
- 0.0367 -0.0014  1.0145 0.2636 0.2636 0.1405 0.1404 0.0010 -0.0187 -0.0077 0.0512 -0.0062 0.0013 0.0009 0.4511 0.0300 0.0035
- -0.0013 0 0 0.0064 0.0563 -0.0065 0.0091 0.0091 0.0091 0 0 0.5263 0.4529 0.0050 0.0237 0.1075 -0.0060 0.0733 0.0524 0.2238
- 0.0017 -0.0220 -0.0220 0.0652 0.0011 0.0033 0.0420 -0.0211 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 -0.0001 0 0 0 0 0 0 0 0 0.0512
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- 0.0367 -0.0077 0.0091 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0409 0 0 0 0 0.3545 0.3083 -0.0126 0 0.0476 0.0588 0.0737
- 0.1570 0.0623 0.0623 0.2184 0.2183 0.2183  1.1242 0.8978 0.5960 0.6049 0.3904 0.2560 0.1406 0.3772 0.8655 0.5503 0.8655 0.5510
- 0.3533 -0.2860 -0.5427 -0.4653 0.0480 0.0037 0.7425 -0.1618 0.0936 0.0492 -0.0768 0.0104 0.0836 -0.0497 0 0 -0.0408 -0.1719
- 0.1657 0.4166 0.2589 0.0024 0.5154 0.0372 0.0516 0.0170 -0.0717 0.1711 0.4156 0.2822 0.1604 0.1728 0.1658 0.2813 0.3932 0.0128
- 0.3701 0.4301 0.2561 0.2561 0.1231 0.3417 0.5634  4.2824 0.0663 0.0664 -0.0185 -0.0185 0.1538 -0.0186 -0.0521 -0.0185 0.0790
- 0.0790 0.0790 0.0790 0.0826 -0.0925 -0.0924 -0.0924 -0.1197 0.1358 0 -0.0552 0 0 0 0 0 0 -0.5547 -0.1768 -0.0977 0.5879 0.3116
- 0.3114 0.5483 0.5482 -0.0127 0.1228 -0.0008 0.0234 -0.0158 -0.0088 -0.0060 -0.1431 0.1123 -0.0222 -0.0006 0 -0.0002 -0.0072
- 0.0245 -0.0117 -0.0186 -0.0186 -0.0186 0 0 -0.1115 -0.1543 -0.0335 0.0037 0.0479 -0.0108 0.0314 0.0241 -0.0724 -0.0111 0.1265
- 0.1266 0.0246 -0.0127 -0.0052 0.1559 0.1145 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 -0.0013 0 0 0 0 0 0 0 0 0.0234 0.1228 -0.0188
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- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0790 0 0 0 0 0.8061 -0.0120 0 0.1278 0.0648 0.0790 0.1795 0.0689 0.0690 0.2343
- 0.2343 0.2343 0.8663  2.2169 0.4392 0.3555 0.2265 0.5802 -0.0688 0.8407 0.4592  1.2848 0.4592  1.2854 0.0497 -0.5920 -0.7972
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- -0.2860 0.1252 0.4742 0.0490 -0.1072 0.1147 0.2235 0.2504 0.5820 0.0457 0.2263 -0.0460 0.6048 0.2700 0.0339 0.4049 0.5457
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- 0.1927 0.0001 0 0.0021 -0.0121 -0.0167 0.0555 -0.0062 -0.0062 -0.0062 0 0 -0.2509 -0.1776 0.2617 0.0584 -0.0212 0.0512 -0.0047
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- 0.0319 0.0319 0.0319 0.2354 0.2627 -0.3262  2.1582  4.9757  4.9510  7.3590  5.2067 0.2269 0.2638 0.2269 0.2635 -0.3351 -0.9805
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- 0.1197 -0.1915 -0.4726 0.0896 -0.1598 -0.1753 -0.4186 -0.4059 -0.1116 0.1177 0.1381 -0.1641 -0.1130  2.4208 0.1331 0.1138
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- 0.0353 0.0353 0.0353 0.0353 0.0409  2.2723  2.2706  2.2709 -0.2615 0.0222 0  1.3858 0 0 0 0 0 0  13.6310 -0.0689 -0.0323
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- 0.1242 -0.0557 -0.0316 0.9359 0.5774 -0.2072 -0.1928 -0.0670 -0.6364 -0.4117 -0.3778 -0.4117 -0.3785 0.5689  1.6414  2.1326
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- 0.2912 0.2912 -0.0017 0.1540 0.0004 -0.0046 0.0007 0.0001 0.0038 0.4399 -0.0526 -0.0003 0.0001 0 0 0.0070 -0.0068 0.0012
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- 0.1187 0.3499 0.5087 0.3499 0.5089 0.4540 0.3703 0.4232 0.4698 0.2072 0.2398 0.6751 0.1122 0.0599 0.0935 0.1531 0.4172 -0.0966
- -0.0014 0 0 -0.0252 -0.0441 -0.0527 0.1942 0.1319 0.1848 0.0791 0.2952 0.2510 0.3372 0.4025 0.3940 0.1940 0.2900 0.2462 0.3998
- -0.0527 0.2622 0.1779 0.2380 0.4485 0.3616 0.0360 0.0361 0.1075 0.5393 0.3761 0.7842 0.0624 0.0625 0.0214 0.0214 0.3386 0.0213
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- 0.0051 -0.0176 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0773 0 0 0 0 0.4847 0.4846 0.0264 0.0264 0.0264 0.2811 0.3155
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- -0.0035 0.0101 0.1318 0.1563 0.1758 0.0585 0.1333 0.0041 0.1776 0.1573 0.0339 0.0395 0.0653 0.0602 0.0602 0.0799 0.2455 0.2115
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- 0.1790 0.1381 0.2488 0.1381 0.2489 -0.0435 -0.3203 -0.4112 -0.2575 -0.0255 -0.0103 0.3257 -0.0646 0.0265 0.0418 -0.0466 0.0826
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- 0.1584 0.0119 0.0299 -0.0427 -0.0614 0.0037 -0.0084 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0365 0 0 0 0 0.2058 0.2053
- 0.5165 0.5961 0.3317 0.3066 0.0670 0.1143 -0.0488 0.1790 0.1380 0.2488 0.1380 0.2489 -0.0435 -0.3203 -0.4111 -0.2575 -0.0255
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- 0.0545 0.1536 0.0772 0.1803 0.0299 0.0299 0.0119 0.0119 0.1583 0.0118 0.0272 0.0119 0.0365 0.0365 0.0365 0.0365 0.0344 -0.0427
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- 0 0 0 0 0 0 0 0 0 0.0365 0 0 0 0 0.2107 0.5165 0.5962 0.3316 0.3066 0.0670 0.1144 -0.0488 0.1790 0.1381 0.2489 0.1381 0.2490
- -0.0434 -0.3203 -0.4112 -0.2575 -0.0255 -0.0103 0.3258 -0.0646 0.0265 0.0418 -0.0466 0.0826 -0.0535 -0.0074 0 0 -0.0070 -0.1446
- -0.0369 0.0804 -0.0771 -0.1679 0.0137 -0.0007 0.0004 -0.0876 -0.0570 0.0689 0.0800 0.1258 -0.0110 0.0697 -0.0362 0.1276 0.0791
- -0.0041 0.3604 0.3952 0.0051 0.0051 0.0545 0.1537 0.0773 0.1806 0.0299 0.0299 0.0119 0.0119 0.1583 0.0118 0.0272 0.0119 0.0365
- 0.0365 0.0365 0.0365 0.0344 -0.0427 -0.0427 -0.0427 -0.0926 -0.0016 0 -0.0237 0 0 0 0 0 0 -0.2561 -0.0614 -0.0248 0.6326
- 0.2317 0.2320 0.3416 0.3416 -0.0066 0.1499 0.0037 -0.0162 -0.0038 -0.0050 -0.0014 -0.0765 0.0146 -0.0124 0.0004 0 -0.0003
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- -0.0062 0.1574 0.1574 -0.0240 -0.0078 -0.0031 0.1339 0.1496 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0014 0 0 0 0 0 0 0 0 -0.0162
- 0.1499 -0.0100 0.0004 -0.0124 0.0365 0 -0.0077 0.0242 0.2053 0.0291 0.2183 -0.0399 0.1583 0.0119 0.0299 -0.0427 -0.0614 0.0037
- -0.0084 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0365 0 0 0 0  4.3207  3.0065  2.0172  2.0107  1.9540  1.1741 0.8436  1.6606
-  4.3134  2.5024  4.3134  2.5004  2.0323 -0.7590  -1.8987  -1.7896 0.3490 0.0951  3.4181 -0.6865 0.4495 0.1939 -0.2667 -0.2693
- 0.5199 -0.2473 0 0 -0.2012 -0.6162 0.9053  2.0609  1.5275 0.3910  2.6640 0.2579 0.3256 0.3438 -0.1640 0.8358  2.0528  1.2936
- 0.9159 0.8447 0.9406  1.2739  1.9603 0.1271 0.8160  1.0548  1.3217  1.3217 0.5657  1.5899  2.8596  22.0055 0.3038 0.3042
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- 0.0022 0.7154 0.2145 0.0772 0.9803 0.5634 0.1867 0.2491  3.4650 0.2228 -0.2924  2.9408 -0.0130 -0.0609 0 0 0 0 0 0 0 0 0
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- -0.0461 -0.0644 -0.0348 0.0322 0.0048 0.4929 0.0084 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0335 0 0 0 0 0.8328 -0.0049
- -0.0053 0.0013 0.0523 0.0010 0.0010 -0.0062 0.0655 -0.0020 -0.0051 0.0665 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- -0.0053 0.0009 0.0003 0.0001 0.1048 -0.0036 0 -0.0143 0.1189 -0.0026 -0.0174 -0.0108 -0.0012 0.0009 0.0030 -0.0030 0.0042
- 0.0096 0.4591 0.0008 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0036 0 0 0 0 0.2639 0.0574 0.0077 0.0023 -0.0002 -0.0002
- 0.0703 0.0024 0.0021 0.0692 0.0021 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0004 0 0 0 0 0 0 0 0 0.0559 0.0020 0.0019 0.1714 0.0046
- -0.0230 0 0.1286 -0.0175 -0.0215 0.1065 0.0314 -0.0104 -0.0270 -0.0414 -0.0221 0.0197 0.0035 -0.0086 0.0050 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0230 0 0 0 0 0.0811 0.0063 0.0021 0.0002 0.0002 0.0593 0.0019 0.0007 0.0592 0.0020 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0.0004 -0.0003 0 0 0 0 0 0 0 0 0.0661 -0.0002 0.0015 -0.0010 0.0038 -0.0172 0.0004 0.1000 -0.0126 -0.0166
- 0.0815 0.0241 -0.0057 -0.0221 -0.0316 -0.0180 0.0164 0.0041 -0.0079 0.0040 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0172
- 0 0 0 0 0.1351 0.0036 0.0038 0.0038 0.0078 0.0029 0.0028 0.0115 0.0067 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0002 -0.0001 0 0 0 0
- 0 0 0 0 0.0060 0.0040 0.0340 -0.0001 0.0070 -0.0430 0.0002 -0.0256 -0.0354 -0.0385 -0.0680 -0.0724 0.2160 0.1742 -0.0050
- -0.0398 0.0422 0.0805 -0.0016 0.0098 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0430 0 0 0 0 0.1081 0.0009 0.0009 0.0023
- 0.0698 0.0005 0.0032 0.0707 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0002 -0.0001 0 0 0 0 0 0 0 0 0.0018 0.0010 0.0009 0 0.1971 -0.0074
- 0.0002 -0.0022 0.1464 -0.0062 -0.0096 -0.0111 -0.0006 -0.0094 -0.0016 -0.0064 0.0075 0.0133 -0.0129 0.0017 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0074 0 0 0 0 0.2013 0.2012 0.0038 0.0045 0.0032 0.2007 0.2052 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0.0034 0 0 0 0 0 0 0 0 0.0002 0.1832 0.0009 0 0.0018 -0.0282 0 -0.0284 -0.0246 0.1574 -0.0570 0.1265 -0.0217 0.1322 0.0002
- -0.0282 0.0261 0.0570 -0.0004 0.0065 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0282 0 0 0 0 0.2015 0.0038 0.0045 0.0032
- 0.2008 0.2054 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0034 0 0 0 0 0 0 0 0 0.0002 0.1832 0.0009 0 0.0018 -0.0282 0 -0.0284 -0.0246
- 0.1574 -0.0570 0.1266 -0.0217 0.1322 0.0002 -0.0282 0.0261 0.0570 -0.0004 0.0065 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 -0.0282 0 0 0 0 0.0882 0.0079 0.0040 0.0912 0.0117 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0049 0 0 0 0 0 0 0 0 0.0583 0 0.0020
- -0.0012 0.0047 -0.0209 0 0.1239 -0.0154 -0.0240 0.1020 0.0246 -0.0060 -0.0302 -0.0390 -0.0214 0.0205 0.0037 -0.0093 0.0054
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0209 0 0 0 0 0.2912 0.0027 0.0129 0.2947 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0051
- 0 0 0 0 0 0 0 0 0.0019 -0.0005 0.0007 0 0.1398 -0.0073 0 -0.0031 0.1562 -0.0078 -0.0101 -0.0127 -0.0016 -0.0062 -0.0010 -0.0065
- 0.0078 0.0131 -0.0161 0.0017 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0073 0 0 0 0 0.1583 0.0072 0.0059 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0.0022 0 0 0 0 0 0 0 0 0.0006 0.0011 0.0007 0 0.0011 -0.0043 0 0.0001 -0.0031 -0.0031 -0.0042 -0.0052 0.0011
- -0.0020 -0.0012 -0.0038 0.0045 0.0074 -0.0028 0.0010 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0043 0 0 0 0 0.3081 0.2160
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0082 0 0 0 0 0 0 0 0 0.0582 0.1802 0.0028 -0.0012 0.0064 -0.0489 0 0.0945 -0.0399 0.1338
- 0.0433 0.1559 -0.0277 0.1028 -0.0384 -0.0495 0.0464 0.0619 -0.0096 0.0119 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0489
- 0 0 0 0 0.5352 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0085 0 0 0 0 0 0 0 0 0.0020 0.1823 0.0016 0 0.1417 -0.0354 0 -0.0317 0.1317
- 0.1496 -0.0673 0.1145 -0.0233 0.1261 -0.0007 -0.0347 0.0339 0.0702 -0.0164 0.0082 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 -0.0354 0 0 0 0 0.0440 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0440 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0440 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0440 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.5177  1.5112 0.0001 0.0001  1.3224 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0.0019 0.0001 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0  1.6501 -0.0044 -0.0044  1.4411 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0464 -0.0044 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.2099 0.2098 -0.0022 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0090 0.1766 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.2121 -0.0022 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0.0090 0.1765 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.2595
- 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0348 -0.0022 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0  11.2680 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0.0026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0.0004 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 0.0004 -0.0001 0 0 -0.0002 -0.0001 -0.0001 -0.0001 -0.0001 -0.0001
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0001 0 0 0 0 0.0053 0 0 0 0 0 0 0 0 -0.0003 -0.0018 0 0 -0.0001 0.0005
- 0 -0.0003 0.0003 -0.0014 0.0002 -0.0013 0.0002 -0.0011 0.0002 0.0005 -0.0004 -0.0007 0.0001 -0.0001 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0.0005 0 0 0 0 0.0318 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1272 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0969 0.0091 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1779 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0478 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0497 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0001 -0.0005 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1154 -0.0004 0.0015 -0.0010 0.0037 -0.0167 0 0.0972 -0.0123 -0.0162 0.0796 0.0234
- -0.0054 -0.0213 -0.0307 -0.0174 0.0157 0.0036 -0.0079 0.0039 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0167 0 0 0 0 0.2540
- 0.0009 0 0.0020 -0.0278 0 -0.0233 -0.0240 0.1497 -0.0511 0.1228 -0.0208 0.1251 -0.0012 -0.0276 0.0254 0.0544 -0.0005 0.0064
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0278 0 0 0 0 0.9649 0 0.0018 -0.0111 0 -0.0067 -0.0091 -0.0100 -0.0176 -0.0188
- 0.0572 0.0463 -0.0012 -0.0102 0.0108 0.0207 -0.0004 0.0025 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0111 0 0 0 0 0.3630
- -0.0001 0.0004 0 -0.0023 0.0003 0.0004 -0.0019 -0.0006 0.0002 0.0005 0.0007 0.0004 -0.0004 -0.0001 0.0002 -0.0001 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0004 0 0 0 0 0.5505 -0.0147 0 -0.0043 0.2934 -0.0124 -0.0191 -0.0222 -0.0011 -0.0187
- -0.0031 -0.0128 0.0150 0.0266 -0.0259 0.0034 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0147 0 0 0 0 0.0682 -0.0001 0.0201
- 0.0508 0.0365 0.0861 0.0790 -0.0171 0.0197 0.0133 0.0598 -0.0690 -0.1199 0.0041 -0.0154 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0.0675 0 0 0 0 0.0007 -0.0001 0 0 -0.0002 -0.0001 -0.0001 -0.0001 -0.0001 -0.0001 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 -0.0001 0 0 0 0 0.3183 0.0157 -0.0078 0.3037 0.1456 -0.0307 -0.0385 -0.0716 0.0123 -0.0241 -0.1090 -0.0133
- -0.0051 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0201 0 0 0 0 0.4353 0.0241 0.0649 0.0558 -0.0190 -0.0005 0.0096 0.0453
- -0.0521 -0.0900 -0.0262 -0.0116 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0508 0 0 0 0 0.2421 0.0290 0.2183 -0.0399 0.1583
- 0.0119 0.0299 -0.0426 -0.0614 0.0037 -0.0084 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0365 0 0 0 0 0.5837 0.2249 -0.0470
- -0.0175 -0.0606 0.0743 -0.0991 -0.2397 -0.0093 -0.0202 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0861 0 0 0 0 0.4597 -0.0637
- 0.1538 -0.0185 0.0664 -0.0924 -0.1768 -0.0008 -0.0186 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0790 0 0 0 0  3.1999 0.3724
- 0.0032 -0.0182 0.0134 0.0367 0.0011 0.0040 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0171 0 0 0 0 0.6451 0.0159 0.0087
- -0.0230 -0.0251 0.0037 -0.0045 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0197 0 0 0 0  7.2369 0.0123 -0.0106  7.1953 0.0047
- -0.0029 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0133 0 0 0 0  2.5157  2.2115 -0.1097 0.0039 -0.0136 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0.0598 0 0 0 0  2.7575 0.1339 -0.0040 0.0158 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0690 0
- 0 0 0  7.8725 -0.0033 0.0275 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.1199 0 0 0 0 0.5848 -0.0010 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0.0041 0 0 0 0  2.7170 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0154 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0 0 0 0 0 0 0 0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.1004
- 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.1004 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  9.9035 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0 0  2.4759 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.1004 0 0 0 0 0 0 0 0 0 0 0 0
- 0 0 0  1.1004 0 0 0 0 0 0 0 0 0 0 0 0 0 0  1.5846 0 0 0 0 0 0 0 0 0 0 0 0 0 0.7042 0 0 0 0 0 0 0 0 0 0 0 0  1.8597 0 0 0
- 0 0 0 0 0 0 0 0  1.3315 0 0 0 0 0 0 0 0 0 0  1.5846 0 0 0 0 0 0 0 0 0  2.8170 0 0 0 0 0 0 0 0  4.8527 0 0 0 0 0 0 0 0.7042
- 0 0 0 0 0 0  9.9035 0 0 0 0 0 0.4250 0 0 0 0  27.5097 0 0 0  27.5097 0 0  27.5097 0  27.5097
-
-tc-ds634a.txt produced at 16.52 on Sun 13 Nov,2022 (sigfit =  1.049)
diff --git a/ref_database/TC_634/tc-ig50NCKFMASTOCr.txt b/ref_database/TC_634/tc-ig50NCKFMASTOCr.txt
deleted file mode 100755
index 9b739206..00000000
--- a/ref_database/TC_634/tc-ig50NCKFMASTOCr.txt
+++ /dev/null
@@ -1,1269 +0,0 @@
-header
-% ====================================================================
-% IGNEOUS SET in NCKFMASTOCr
-%
-% with NEW PLAG from 2021
-% ====================================================================
-header
-
-liq 11 1 
-
-verbatim
-% =================================================================
-% Silicate melt (anhydrous): KNCFMASTOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. 
-% Journal of Petrology 59, 881-900. DOI: 10.1093/petrology/egy048. 
-%
-%  E-m    Formula		                 Mixing sites			         
-%	              M                F                                            A     
-%	              Al Ca Mg_4 Fe_4  AlSi_2 AlSi Si Si_2 Si_4 Cr Ti Fe3 CaAl_2Si  Na K  
-%  q4L	  Si4O8	                          0    0    0   0    1  0  0   0    0             
-%  sl1L   Al2SiO5     1   0   0   0       0    1    0   0    0  0  0   0    0             
-%  wo1L   CaSiO3      0   1   0   0       0    0    1   0    0  0  0   0    0             
-%  fo2L   Mg4Si2O8    0   0   1   0       0    0    0   1    0  0  0   0    0             
-%  fa2L   Fe4Si2O8    0   0   0   1       0    0    0   1    0  0  0   0    0             
-%  jdL    NaAlSi2O6                       1    0    0   0    0  0  0   0    0        1 0  
-%  hmL    FeO1.5                          0    0    0   0    0  0  0   1    0                    
-%  ekL    CrO1.5                          0    0    0   0    0  1  0   0    0                
-%  tiL    TiO2                            0    0    0   0    0  0  1   0    0             
-%  kjL    KAlSi2O6                        1    0    0   0    0  0  0   0    0        0 1  
-%  ctL    CaAl2SiO6*                      0    0    0   0    0  0  0   0    1               - modifies speciation
-%
-%  wo -> CaSiO3 / denom
-%  sl -> Al2SiO5 / denom
-%  fo -> Mg4Si2O8 / denom 
-%  fa -> Fe4Si2O8 / denom
-%  jd -> NaAlSi2O6 / denom
-%  hm -> FeO1.5 / denom
-%  ek -> CrO1.5 / denom
-%  ti -> TiO2 / denom
-%  kj -> KAlSi2O6 / denom
-%  yctL -> CaAl2SiO6 / denom           - speciation variable
-%
-%  where denom = Si4O8 + Al2SiO5 + CaSiO3 + Mg4Si2O8 + Fe4Si2O8 +
-%                    NaAlSi2O6 + FeO1.5 + CrO1.5 + TiO2 + KAlSi2O6 + CaAl2SiO6 
-%
-% *The CaAl2SiO6 species, ctL, is made via the reaction ctL = woL + sl1L - 1/4 q4L
-%
-% --------------------------------------------------
-verbatim
-
-      wo(L)  0.2
-      sl(L)  0.2   
-      fo(L)  0.1
-      fa(L)  0.1
-      jd(L)  0.05
-      hm(L)  0.001
-      ek(L)  0.001
-      ti(L)  0.001
-      kj(L)  0.001
-      yct(L)  0.001    isQ   % isQ = this is an order variable
-
-
-%-------------------------------------------------------------------
-
-p(q4L)   2  1    1  9 -1  wo  -1  sl -1  jd -1  fa -1 fo -1 hm -1 ek -1 ti -1 kj
-	    2       0  1  1/4 yct     4  9 -3 ek -3 fa -3 fo -3 hm -3 jd -3 kj -3 sl -3 ti -3 wo
-
-p(sl1L)  3  1    0  1  1  sl
-	    2    0  1  3/4  yct   0 1 1 sl
-	    1    0  1 -1  yct
-p(wo1L)  3  1    0  1  1  wo
-	    2    0  1  3/4  yct   0 1 1 wo
-	    1    0  1 -1  yct
-p(fo2L)  2  1    0  1  1  fo
-        2    0  1  3/4  yct   0 1 1 fo
-p(fa2L)  2  1    0  1  1  fa
-        2    0  1  3/4  yct   0 1 1 fa
-p(jdL)  2  1    0  1  1  jd
-        2    0  1  3/4  yct   0 1 1 jd
-p(hmL)  2  1    0  1  1  hm
-        2    0  1  3/4  yct   0 1 1 hm
-p(ekL)  2  1    0  1  1  ek
-        2    0  1  3/4  yct   0 1 1 ek
-p(tiL)  2  1    0  1  1  ti
-        2    0  1  3/4  yct   0 1 1 ti
-p(kjL)  2  1    0  1  1  kj
-        2    0  1  3/4  yct   0 1 1 kj
-p(ctL)  1  1    0  1  1  yct
-
-% --------------------------------------------------
-   asf
-
-   W(q4L,sl1L)    9.5   0  -0.10 
-   W(q4L,wo1L)  -10.3   0   0   
-   W(q4L,fo2L)  -26.5   0  -3.12  
-   W(q4L,fa2L)  -12.0   0  -0.55  
-   W(q4L,jdL)   -15.1   0  -0.13  
-   W(q4L,hmL)      20   0   0  
-   W(q4L,ekL)       0   0   0  
-   W(q4L,tiL)    24.6   0   0  
-   W(q4L,kjL)   -17.8   0  -0.05  
-   W(q4L,ctL)   -14.6   0   0 
-
-   W(sl1L,wo1L) -26.5   0   0.85     
-   W(sl1L,fo2L)   2.2   0   0  
-   W(sl1L,fa2L)   2.5   0   0  
-   W(sl1L,jdL)   16.8   0   0  
-   W(sl1L,hmL)     -5   0   0 
-   W(sl1L,ekL)      0   0   0 
-   W(sl1L,tiL)   15.2   0  -0.04        
-   W(sl1L,kjL)    7.0   0   0 
-   W(sl1L,ctL)    4.0   0   0 
-
-   W(wo1L,fo2L)  25.5   0   0.11
-   W(wo1L,fa2L)  14.0   0   0
-   W(wo1L,jdL)   -1.2   0   0       
-   W(wo1L,hmL)      0   0   0  
-   W(wo1L,ekL)      0   0   0  
-   W(wo1L,tiL)   18.0   0   0 
-   W(wo1L,kjL)   -1.1   0   0         
-   W(wo1L,ctL)    9.5   0   0        
-
-   W(fo2L,fa2L)  18.0   0   0
-   W(fo2L,jdL)    1.5   0   0
-   W(fo2L,hmL)      0   0   0  
-   W(fo2L,ekL)      0   0   0  
-   W(fo2L,tiL)    7.5   0   0 
-   W(fo2L,kjL)    3.0   0   0  
-   W(fo2L,ctL)   -5.6   0   0 
- 
-   W(fa2L,jdL)    7.5   0  -0.05  
-   W(fa2L,hmL)    -30   0   0  
-   W(fa2L,ekL)      0   0   0  
-   W(fa2L,tiL)    6.7   0   0  
-   W(fa2L,kjL)   10.0   0   0  
-   W(fa2L,ctL)   -6.5   0   0  
-
-   W(jdL,hmL)      10   0   0  
-   W(jdL,ekL)       0   0   0  
-   W(jdL,tiL)    16.5   0   0.14 
-   W(jdL,kjL)    -5.9   0   0 
-   W(jdL,ctL)     7.6   0   0 
-
-   W(hmL,ekL)       0   0   0  
-   W(hmL,tiL)       0   0   0 
-   W(hmL,kjL)      10   0   0 
-   W(hmL,ctL)       0   0   0 
-
-   W(ekL,tiL)       0   0   0 
-   W(ekL,kjL)       0   0   0 
-   W(ekL,ctL)       0   0   0  
-
-   W(tiL,kjL)     9.0   0   0  
-   W(tiL,ctL)       0   0   0  
-
-   W(kjL,ctL)    -5.6   0   0  
-
-q4L   100  0  0
-sl1L  120  0  0
-wo1L  140  0  0
-fo2L  240  0  0
-fa2L  100  0  0
-jdL   120  0  0
-hmL   100  0  0
-ekL   100  0  0
-tiL   100  0  0
-kjL   100  0  0
-ctL   100  0  0
-
-% --------------------------------------------------
-   15   
-% macroscopic terms
-   pq   2  1    1  9 -1  wo  -1  sl -1  jd -1  fa -1 fo -1 hm -1 ek -1 ti -1 kj
-	    2       0  1  1/4 yct     4  9 -3 ek -3 fa -3 fo -3 hm -3 jd -3 kj -3 sl -3 ti -3 wo
-   psl  3  1    0  1  1  sl
-	    2    0  1  3/4  yct   0 1 1 sl
-	    1    0  1 -1  yct
-   pwo  3  1    0  1  1  wo
-	    2    0  1  3/4  yct   0 1 1 wo
-	    1    0  1 -1  yct
-   pjd  2  1    0  1  1  jd
-        2    0  1  3/4  yct   0 1 1 jd
-   phm  2  1    0  1  1  hm
-        2    0  1  3/4  yct   0 1 1 hm
-   pek  2  1    0  1  1  ek
-        2    0  1  3/4  yct   0 1 1 ek
-   pti  2  1    0  1  1  ti
-        2    0  1  3/4  yct   0 1 1 ti
-   pkj  2  1    0  1  1  kj
-        2    0  1  3/4  yct   0 1 1 kj
-   pct  1  1    0  1  1  yct
-
-   pol  2  1    0  2  1  fo 1 fa
-        2    0  1  3/4  yct   0 2 1 fo 1 fa
-
-% microscopic terms
-   mgM   1 1      0  1  4  fo 
-   feM   1 1      0  1  4  fa 
-   CaM   1 1      0  1  1  wo 
-   AlM   1 1      0  1  1  sl 
-   
-   sumM  1 1      0  4  4  fo  4  fa  1  sl  1 wo
-
-
-% --------------------------------------------------
-% ideal mixing activities
-   
- q4L      1  1      pq  1   
-   make  1  qL 4
-   delG(mod)    0.22   0   -0.059
-      
- sl1L     1  3      psl 1 AlM 1  sumM -1  
-    make  1  silL 1
-    delG(mod)   6.20  0  -0.318
-
- wo1L     1  3      pwo 1 CaM 1  sumM -1
-   make  1  woL 1
-   delG(mod)  -0.45  0   -0.114
-
- fo2L     1  3      pol 1  mgM  4  sumM -4
-   make  1  foL 2
-   delG(mod)  8.67  0  -0.131
-
- fa2L     1  3      pol 1  feM  4  sumM -4
-   make  1  faL 2
-   delG(mod)  13.70  0  -0.055
-
- jdL     1  1      pjd 1
-   make  2  abL  1  qL -1
-   delG(make)  12.19  0  -0.089  
-
- hmL     1  1      phm  1
-   make  1 hemL 1/2
-   delG(mod)  3.30  0  -0.032 
-
- ekL     1  1      pek  1
-   make  1 eskL 1/2
-   delG(mod)  24.85  0  0.245   
-
- tiL     1  1      pti  1
-   make  1  ruL 1
-   delG(mod)  5.58  0    -0.489
-
- kjL     1  1      pkj 1
-   make  2  kspL  1  qL -1
-   delG(make)  11.98  0  -0.210  
-
- ctL     1  1      pct 1
-   make  3  woL  1  silL  1  qL -1
-   delG(make)  -108.3  0.055  0.053    
-      
-
-% ====================================================================
-
-
-
-
-ol  4  1
-
-verbatim
-% =================================================================
-% olivine: CFMS
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900. 
-% 
-%  E-m    Formula	   Mixing sites
-%                     M1            M2                  
-%                     Mg    Fe      Mg    Fe    Ca      
-% mont    CaMgSiO4    1     0       0     0     1       
-% fa      Fe2SiO4     0     1       0     1     0       
-% fo      Mg2SiO4     1     0       1     0     0       
-% cfm     MgFeSiO4    1     0       0     1     0   - ordered intermediate
-%            
-% x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)    
-% c -> xCaM2
-% Q -> x - xFeM1/(xFeM1 + xMgM1)   - order variable
-%         
-% --------------------------------------------------
-verbatim 
- 
-  x(ol)            0.1
-  c(ol)            0.002
-  Q(ol)            0.01
-% -------------------------------------------------
- 
-p(mont)    1 1    0  1  1  c
- 
-p(fa)      1 1    0  2  -1  Q   1  x
- 
-p(fo)      2 1    1  3  -1  c  -1  Q  -1  x
-             2    0  1  1  c    0  1  1  x
- 
-p(cfm)     2 1    0  1  2  Q
-             2    0  1  -1  c    0  1  1  x
-% -------------------------------------------------
-sf
-W(mont,fa)    24    0    0
-W(mont,fo)    38    0    0
-W(mont,cfm)   24    0    0
-W(fa,fo)       9    0    0
-W(fa,cfm)      4.5    0    0
-W(fo,cfm)      4.5    0    0
- 
-% -------------------------------------------------
-5
- 
-xMgM1      1 1    1  2   1  Q  -1  x
- 
-xFeM1      1 1    0  2  -1  Q   1  x
- 
-xMgM2      2 1    1  3  -1  c  -1  Q  -1  x
-             2    0  1  1  c    0  1  1  x
- 
-xFeM2      2 1    0  2   1  Q   1  x
-             2    0  1  -1  c    0  1  1  x
- 
-xCaM2      1 1    0  1  1  c
-% -------------------------------------------------
- 
-mont    1   2  xMgM1 1  xCaM2 1  
-  check 0  1  0  
- 
-fa      1   2  xFeM1 1  xFeM2 1  
-  check 1  0  0  
- 
-fo      1   2  xMgM1 1  xMgM2 1  
-  check 0  0  0  
- 
-cfm     1   2  xMgM1 1  xFeM2 1  
-  check 1/2  0  1/2  
-  make  2       fa  1/2   fo  1/2
-  delG(od)   0    0    0
-
-% ====================================================================
-
-
-
-pl 3  1
-
-verbatim
-----------------------------------------------------
-% 4Tplag feldspar
-% 
-%         A                   TB            
-%         Na    Ca    K       Al    Si      
-% ab      1     0     0       1     3       
-% san     0     0     1       1     3       
-% an      0     1     0       2     2       
-%
-% ca -> xCaA
-%
-% k -> xKA
-% -------------------------------------------------
-verbatim
-
-    ca(pl) 0.8
-    k(pl)  0.03
-    
-% --------------------------------------------------
-
-   p(ab)   1 1    1 2 -1 k -1 ca
-   p(an)   1 1    0 1  1 ca
-   p(san)  1 1    0 1  1 k
-   
-% --------------------------------------------------
-   asf
-     W(ab,an)   14.6 -0.00935 -0.04
-     W(ab,san)  24.1 -0.00957  0.338
-     W(an,san)  48.5    0     -0.13
-    
-    ab   0.674    0  0
-    an   0.550    0  0
-    san  1.000    0  0
-    
-% --------------------------------------------------
-5
-   xNaA       1 1    1  2  -1  ca  -1  k
-   xCaA       1 1    0  1  1  ca
-   xKA        1 1    0  1  1  k
-   xAlTB      1 1    1/4  1  1/4  ca
-   xSiTB      1 1    3/4  1  -1/4  ca
-
-% --------------------------------------------------
-
-  ab      1.754765  3  xNaA 1  xAlTB 1/4  xSiTB 3/4 
- 
-  an      2         3  xCaA 1  xAlTB 1/2  xSiTB 1/2  
-
-  san     1.754765  3  xKA  1  xAlTB 1/4  xSiTB 3/4  
-% ==================================================================================
-
-
-
-g  6 1
-
-verbatim
-% =================================================================
-% garnet: CFMASTOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-% 
-% E-m    Formula                     Mixing sites
-%                            M1            M2                    
-%                            Mg  Fe  Ca    Al  Cr  Fe3 Mg  Ti    
-% py    Mg3Al2Si3O12         3   0   0     2   0   0   0   0     
-% alm   Fe3Al2Si3O12         0   3   0     2   0   0   0   0     
-% gr    Ca3Al2Si3O12         0   0   3     2   0   0   0   0     
-% andr  Ca3Fe2Si3O12         0   0   3     0   0   2   0   0     
-% knom  Mg3Cr2Si3O12         3   0   0     0   2   0   0   0     
-% tig   Mg3.5AlTi0.5Si3O12   3   0   0     1   0   0   1/2 1/2   
-%
-% x -> xFeM1/(xFeM1 + xMgM1)
-% c -> xCaM1
-% f -> xFe3M2
-% cr -> xCrM2
-% t -> xTiM2
-% --------------------------------------------------
-verbatim
- 
-  x(g)   0.3
-  c(g)   0.2
-  f(g)   0.01
-  cr(g)  0.01
-  t(g)   0.001
-% -------------------------------------------------
- 
-p(py)      2 1    1  4  -1  c  -1  cr  -1  x  -4  t
-             2    0  1  1  c    0  1  1  x
- 
-p(alm)     2 1    0  1   1  x
-             2    0  1  -1  c    0  1  1  x
- 
-p(gr)      1 1    0  2   1  c  -1  f
- 
-p(andr)    1 1    0  1  1  f
- 
-p(knom)    1 1    0  1  1  cr
- 
-p(tig)     1 1    0  1  4  t
-% -------------------------------------------------
-asf
-W(py,alm)       4        0   0.1
-W(py,gr)     45.4   -0.010   0.04
-W(py,andr)    107   -0.010  -0.036
-W(py,knom)    2.0        0   0
-W(py,tig)       0        0   0
-
-W(alm,gr)     17.0  -0.010   0.1
-W(alm,andr)    65   -0.010   0.039
-W(alm,knom)     6        0   0.01
-W(alm,tig)      0        0   0
-
-W(gr,andr)      2        0   0
-W(gr,knom)      1   -0.010   0.180
-W(gr,tig)       0        0   0
-
-W(andr,knom)   63   -0.010   0.10
-W(andr,tig)     0        0   0
-
-W(knom,tig)     0        0   0
-
-py   1    0  0
-alm  1    0  0
-gr   2.5  0  0
-andr 2.5  0  0
-knom 1    0  0
-tig  1    0  0
-
-% -------------------------------------------------
-8
- 
-xMgM1      2 1    1  2  -1  c  -1  x
-             2    0  1  1  c    0  1  1  x
- 
-xFeM1      2 1    0  1   1  x
-             2    0  1  -1  c    0  1  1  x
- 
-xCaM1      1 1    0  1  1  c
- 
-xAlM2      1 1    1  3  -1  cr  -1  f  -2  t
- 
-xCrM2      1 1    0  1  1  cr
- 
-xFe3M2     1 1    0  1  1  f
- 
-xMgM2      1 1    0  1  1  t
- 
-xTiM2      1 1    0  1  1  t
-% -------------------------------------------------
- 
-py      1    2  xMgM1 3  xAlM2 2  
-  check 0  0  0  0  0  
- 
-alm     1    2  xFeM1 3  xAlM2 2  
-  check 1  0  0  0  0  
- 
-gr      1    2  xCaM1 3  xAlM2 2  
-  check 0  1  0  0  0  
- 
-andr    1    2  xCaM1 3  xFe3M2 2  
-  check 0  1  1  0  0  
- 
-knom    1    2  xMgM1 3  xCrM2 2  
-  check 0  0  0  1  0 
-  make  1 knor  1
-  delG(mod)   18.2  0  0 
- 
-tig     8   4  xMgM1 3  xAlM2 1  xMgM2 1/2  xTiM2 1/2  
-  check 0  0  0  0  1/4
-  make  4  py  1  per 1/2  ru 1/2  cor -1/2
-  delG(make)   46.7  -0.0173  0     % config S
-
-% ========================================================================================
-
-
-
-opx  9 1
-
-verbatim
-% =================================================================
-% Orthopyroxene: NCFMASTOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900. 
-% 
-% E-m   Formula                          Mixing sites
-%                         M1                        M2                T*        
-%                         Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na    Si  Al    
-% en    Mg2Si2O6          1   0   0   0   0   0     1   0   0   0     2   0     
-% fs    Fe2Si2O6          0   1   0   0   0   0     0   1   0   0     2   0     
-% fm    MgFeSi2O6         1   0   0   0   0   0     0   1   0   0     2   0   - ordered intermediate   
-% odi   CaMgSi2O6         1   0   0   0   0   0     0   0   1   0     2   0     
-% mgts  MgAl2SiO6         0   0   1   0   0   0     1   0   0   0     1   1     
-% cren  MgCrAlSiO6        0   0   0   0   1   0     1   0   0   0     1   1     
-% obuf  Mg(MgTi)0.5AlSiO6 1/2 0   0   0   0   1/2   1   0   0   0     1   1     
-% mess  MgFeAlSiO6        0   0   0   1   0   0     1   0   0   0     1   1     
-% ojd   NaAlSi2O6         0   0   1   0   0   0     0   0   0   1     2   0   
-% *use 1/4 entropy of mixing from T-site  
-%
-% x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2) 
-% y -> 2 xAlT
-% c -> xCaM2
-% Q -> -x + xFeM1/(xFeM1 + xMgM1)  - order variable
-% f -> xFe3M1
-% t -> xTiM1
-% cr -> xCrM1
-% j -> xNaM2
-% --------------------------------------------------
-verbatim
-  
-  x(opx)   0.05
-  y(opx)   0.006
-  c(opx)   0.025
-  Q(opx)   0.032  range -1  1
-  f(opx)   0.001
-  t(opx)   0.001
-  cr(opx)  0.001
-  j(opx)   0.001 
-% -------------------------------------------------
- 
-p(en)      6 1    1  5  -1  c  -1  j   1  Q  -1  x  -1  y
-             2    0  1  -1  j    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  1  c    0  1  1  x
-             2    0  1  1  j    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
- 
-p(fs)      7 1    0  2   1  Q   1  x
-             2    0  1  -1  j    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  j    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
-             2    0  1  -1  x    0  1  1  y
- 
-p(fm)      7 1    0  1  -2  Q
-             2    0  1  2  j    0  1  1  Q
-             2    0  1  -2  Q    0  1  1  t
-             2    0  1  -1  c    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  2  Q    0  1  1  y
-             2    0  1  1  x    0  1  1  y
- 
-p(odi)     1 1    0  1  1  c
- 
-p(mgts)    1 1    0  4  -1  cr  -1  f   1  y  -2  t
- 
-p(cren)    1 1    0  1  1  cr
- 
-p(obuf)    1 1    0  1  2  t
- 
-p(mess)    1 1    0  1  1  f
- 
-p(ojd)     1 1    0  1  1  j
-% -------------------------------------------------
-asf
-W(en,fs)        7.0  0   0
-W(en,fm)          4  0   0
-W(en,odi)       29.4  0  0   
-W(en,mgts)     12.5  0  -0.04
-W(en,cren)        8  0   0
-W(en,obuf)        6  0   0
-W(en,mess)        8  0   0
-W(en,ojd)        35  0   0
-W(fs,fm)          4  0   0
-W(fs,odi)      21.5  0   0.08
-W(fs,mgts)       11  0  -0.15
-W(fs,cren)       10  0   0
-W(fs,obuf)        7  0   0
-W(fs,mess)       10  0   0
-W(fs,ojd)        35  0   0
-W(fm,odi)        18  0   0.08
-W(fm,mgts)       15  0  -0.15
-W(fm,cren)       12  0   0
-W(fm,obuf)        8  0   0
-W(fm,mess)       12  0   0
-W(fm,ojd)        35  0   0
-W(odi,mgts)    75.5  0  -0.84
-W(odi,cren)      20  0   0     
-W(odi,obuf)      40  0   0
-W(odi,mess)      20  0   0      
-W(odi,ojd)       35  0   0
-W(mgts,cren)      2  0   0
-W(mgts,obuf)     10  0   0
-W(mgts,mess)      2  0   0
-W(mgts,ojd)       7  0   0
-W(cren,obuf)      6  0   0
-W(cren,mess)      2  0   0
-W(cren,ojd)     -11  0   0     
-W(obuf,mess)      6  0   0
-W(obuf,ojd)      20  0   0
-W(mess,ojd)     -11  0   0     
-
-en   1.0  0  0
-fs   1.0  0  0
-fm   1.0  0  0
-odi  1.2  0  0
-mgts 1.0  0  0
-cren 1.0  0  0
-obuf 1.0  0  0
-mess 1.0  0  0
-ojd  1.2  0  0
-
-% -------------------------------------------------
-12
- 
-xMgM1      7 1    1  5  -1  j  -1  Q   1  t  -1  x  -1  y
-             2    0  1  1  j    0  1  1  Q
-             2    0  1  -1  Q    0  1  1  t
-             2    0  1  1  j    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  1  Q    0  1  1  y
-             2    0  1  1  x    0  1  1  y
- 
-xFeM1      7 1    0  2   1  Q   1  x
-             2    0  1  -1  j    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  j    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
-             2    0  1  -1  x    0  1  1  y
- 
-xAlM1      1 1    0  5  -1  cr  -1  f   1  j   1  y  -2  t
- 
-xFe3M1     1 1    0  1  1  f
- 
-xCrM1      1 1    0  1  1  cr
- 
-xTiM1      1 1    0  1  1  t
- 
-xMgM2      6 1    1  4  -1  c  -1  j   1  Q  -1  x
-             2    0  1  -1  j    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  1  c    0  1  1  x
-             2    0  1  1  j    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
- 
-xFeM2      6 1    0  2  -1  Q   1  x
-             2    0  1  1  j    0  1  1  Q
-             2    0  1  -1  Q    0  1  1  t
-             2    0  1  -1  c    0  1  1  x
-             2    0  1  -1  j    0  1  1  x
-             2    0  1  1  Q    0  1  1  y
- 
-xCaM2      1 1    0  1  1  c
- 
-xNaM2      1 1    0  1  1  j
- 
-xSiT       1 1    1  1  -1/2  y
- 
-xAlT       1 1    0  1  1/2  y
-% -------------------------------------------------
- 
-en      1    3  xMgM1 1  xMgM2 1  xSiT 1/2  
-  check 0  0  0  0  0  0  0  0  
- 
-fs      1    3  xFeM1 1  xFeM2 1  xSiT 1/2  
-  check 1  0  0  0  0  0  0  0   
- 
-fm      1    3  xMgM1 1  xFeM2 1  xSiT 1/2  
-  check 1/2  0  0  -1/2  0  0  0  0  
-  make  2  en 1/2  fs 1/2
-  delG(od)   -6.6  0  0
- 
-odi     1    3  xMgM1 1  xCaM2 1  xSiT 1/2  
-  check 0  0  1  0  0  0  0  0 
-  make  1  di  1
-  delG(tran)     2.8  0  0.005   
- 
-mgts    1.4142    4  xAlM1 1  xMgM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  0  0  0  
- 
-cren    1.4142    4  xCrM1 1  xMgM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  0  1  0  
-  make  3  mgts  1  kos  1  jd  -1
-  delG(make)  -25.9  0.0155  0.05        
- 
-obuf     2.8284   5  xMgM1 1/2  xTiM1 1/2  xMgM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  1/2  0  0  
-  make  4       mgts  1   per  1/2    ru  1/2  cor -1/2
-  delG(make)   -5  -0.0051   -0.0061    
- 
-mess     1.4142    4  xFe3M1 1  xMgM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  1  0  0  0  
-  make  3       mgts  1   acm  1    jd  -1
-  delG(make)    4.80  0  -0.089         
- 
-ojd     1    3  xAlM1 1  xNaM2 1  xSiT 1/2  
-  check 0  0  0  0  0  0  0  1 
-  make  1    jd  1 
-  delG(tran)    18.8  0  0          
- 
-   
-   
-% ====================================================================
-
-cpx  10 1
-
-verbatim
-% =================================================================
-% Clinopyroxene: KNCFMASTOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-% 
-% E-m   Formula                              Mixing sites
-%                         M1                        M2                    T*         
-%                         Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na  K     Si  Al    
-% di    CaMgSi2O6         1   0   0   0   0   0     0   0   1   0   0     2   0     
-% cfs   Fe2Si2O6          0   1   0   0   0   0     0   1   0   0   0     2   0     
-% cats  CaAl2SiO6         0   0   1   0   0   0     0   0   1   0   0     1   1     
-% crdi  CaCrAlSiO6        0   0   0   0   1   0     0   0   1   0   0     1   1     
-% cess  CaFeAlSiO6        0   0   0   1   0   0     0   0   1   0   0     1   1     
-% cbuf  Ca(MgTi)0.5SiAlO6 1/2 0   0   0   0   1/2   0   0   1   0   0     1   1     
-% jd    NaAlSi2O6         0   0   1   0   0   0     0   0   0   1   0     2   0     
-% cen   Mg2Si2O6          1   0   0   0   0   0     1   0   0   0   0     2   0     
-% cfm   MgFeSi2O6         1   0   0   0   0   0     0   1   0   0   0     2   0     - ordered intermediate
-% kjd   KAlSi2O6          0   0   1   0   0   0     0   0   0   0   1     2   0 
-% *use 1/4 entropy of mixing from T-site      
-%
-% x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
-% y -> 2 xAlT
-% o -> xFeM2 + xMgM2
-% n -> xNaM2
-% Q -> -x + xFeM1/(xFeM1 + xMgM1)         - order variable
-% f -> xFe3M1
-% c -> xCrM1
-% t -> xTiM1
-% k -> xKM2
-% --------------------------------------------------
-verbatim
-  
-  x(cpx)   0.075
-  y(cpx)   0.112
-  o(cpx)   0.05
-  n(cpx)   0.11
-  Q(cpx)  -0.0005  range  -1  1
-  f(cpx)   0.001
-  cr(cpx)  0.001
-  t(cpx)   0.001
-  k(cpx)   0.001
-% -------------------------------------------------
- 
-p(di)      1 1    1  4  -1  k  -1  n  -1  o  -1  y
- 
-p(cfs)     9 1    0  2   1  Q   1  x
-             2    0  1  -1  k    0  1  1  Q
-             2    0  1  -1  n    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  k    0  1  1  x
-             2    0  1  -1  n    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
-             2    0  1  -1  x    0  1  1  y
- 
-p(cats)    1 1    0  4  -1  cr  -1  f   1  y  -2  t
- 
-p(crdi)    1 1    0  1  1  cr
- 
-p(cess)    1 1    0  1  1  f
- 
-p(cbuf)     1 1    0  1  2  t
- 
-p(jd)      1 1    0  1  1  n
- 
-p(cen)     6 1    0  2   1  o   1  Q
-             2    0  1  -1  k    0  1  1  Q
-             2    0  1  -1  n    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  o    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
- 
-p(cfm)    10 1    0  2  -1  x  -2  Q
-             2    0  1  2  k    0  1  1  Q
-             2    0  1  2  n    0  1  1  Q
-             2    0  1  -2  Q    0  1  1  t
-             2    0  1  1  k    0  1  1  x
-             2    0  1  1  n    0  1  1  x
-             2    0  1  1  o    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  2  Q    0  1  1  y
-             2    0  1  1  x    0  1  1  y
- 
-p(kjd)     1 1    0  1  1  k
-% -------------------------------------------------
-asf
-W(di,cfs)    25.8  0   0
-W(di,cats)   13.0  0  -0.06
-W(di,crdi)      8  0   0
-W(di,cess)      8  0   0
-W(di,cbuf)      8  0   0
-W(di,jd)       26  0   0
-W(di,cen)    29.8  0   0
-W(di,cfm)    20.6  0   0
-W(di,kjd)      26  0   0
-
-W(cfs,cats)     25  0  -0.1
-W(cfs,crdi)   38.3  0   0   %  24 - x,  x = -14.3
-W(cfs,cess)   43.3  0   0   %  24 - y,  y = -19.3
-W(cfs,cbuf)     24  0   0
-W(cfs,jd)       24  0   0
-W(cfs,cen)     2.3  0   0
-W(cfs,cfm)     3.5  0   0
-W(cfs,kjd)      24  0   0
-
-W(cats,crdi)    2  0   0
-W(cats,cess)    2  0   0
-W(cats,cbuf)    6  0   0
-W(cats,jd)      6  0   0
-W(cats,cen)  45.2  0  -0.35
-W(cats,cfm)    27  0  -0.1
-W(cats,kjd)     6  0   0
-
-W(crdi,cess)    2  0   0
-W(crdi,cbuf)    6  0   0
-W(crdi,jd)      3  0   0
-W(crdi,cen)  52.3  0   0   %  38 - x
-W(crdi,cfm)  40.3  0   0   %  26 - x
-W(crdi,kjd)     3  0   0
-
-W(cess,cbuf)    6  0   0
-W(cess,jd)      3  0   0
-W(cess,cen)  57.3  0   0   %  38 - y
-W(cess,cfm)  45.3  0   0   %  26 - y
-W(cess,kjd)     3  0   0
-
-W(cbuf,jd)     16  0   0
-W(cbuf,cen)    24  0   0
-W(cbuf,cfm)    22  0   0
-W(cbuf,kjd)    16  0   0
-
-W(jd,cen)      40  0   0
-W(jd,cfm)      40  0   0
-W(jd,kjd)      28  0   0
-
-W(cen,cfm)      4  0   0
-W(cen,kjd)     40  0   0
-
-W(cfm,kjd)     40  0   0
-
-
-di    1.2  0  0
-cfs   1.0  0  0
-cats  1.9  0  0
-crdi  1.9  0  0
-cess  1.9  0  0
-cbuf  1.9  0  0
-jd    1.2  0  0
-cen   1.0  0  0
-cfm   1.0  0  0
-kjd   1.2  0  0
-% -------------------------------------------------
-13
- 
-xMgM1      9 1    1  6  -1  k  -1  n  -1  Q   1  t  -1  x  -1  y
-             2    0  1  1  k    0  1  1  Q
-             2    0  1  1  n    0  1  1  Q
-             2    0  1  -1  Q    0  1  1  t
-             2    0  1  1  k    0  1  1  x
-             2    0  1  1  n    0  1  1  x
-             2    0  1  -1  t    0  1  1  x
-             2    0  1  1  Q    0  1  1  y
-             2    0  1  1  x    0  1  1  y
- 
-xFeM1      9 1    0  2   1  Q   1  x
-             2    0  1  -1  k    0  1  1  Q
-             2    0  1  -1  n    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  k    0  1  1  x
-             2    0  1  -1  n    0  1  1  x
-             2    0  1  1  t    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
-             2    0  1  -1  x    0  1  1  y
- 
-xAlM1      1 1    0  6  -1  cr  -1  f   1  k   1  n   1  y  -2  t
- 
-xFe3M1     1 1    0  1  1  f
- 
-xCrM1      1 1    0  1  1  cr
- 
-xTiM1      1 1    0  1  1  t
- 
-xMgM2      6 1    0  2   1  o   1  Q
-             2    0  1  -1  k    0  1  1  Q
-             2    0  1  -1  n    0  1  1  Q
-             2    0  1  1  Q    0  1  1  t
-             2    0  1  -1  o    0  1  1  x
-             2    0  1  -1  Q    0  1  1  y
- 
-xFeM2      6 1    0  1  -1  Q
-             2    0  1  1  k    0  1  1  Q
-             2    0  1  1  n    0  1  1  Q
-             2    0  1  -1  Q    0  1  1  t
-             2    0  1  1  o    0  1  1  x
-             2    0  1  1  Q    0  1  1  y
- 
-xCaM2      1 1    1  3  -1  k  -1  n  -1  o
- 
-xNaM2      1 1    0  1  1  n
- 
-xKM2       1 1    0  1  1  k
- 
-xSiT       1 1    1  1  -1/2  y
- 
-xAlT       1 1    0  1  1/2  y
-% -------------------------------------------------
- 
-di      1    3  xMgM1 1  xCaM2 1  xSiT 1/2  
-  check 0  0  0  0  0  0  0  0  0  
- 
-cfs      1    3  xFeM1 1  xFeM2 1  xSiT 1/2  
-  check 1  0  1  0  0  0  0  0  0  
-  make 1 fs 1
-  delG(tran)    2.1      -0.002      0.045
- 
-cats    1.4142    4  xAlM1 1  xCaM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  0  0  0  0  
- 
-crdi    1.4142    4  xCrM1 1  xCaM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  0  1  0  0  
-  make   3  disordered cats  1  kos  1  jd -1
-  delG(make)   -4.90  0  0        
- 
-cess    1.4142    4  xFe3M1 1  xCaM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  1  0  0  0  
-  make  3  disordered cats  1   acm  1    jd  -1
-  delG(make)  -3.45  0  0        
- 
-cbuf     2.8284   5  xMgM1 1/2  xTiM1 1/2  xCaM2 1  xSiT 1/4  xAlT 1/4  
-  check 0  1  0  0  0  0  0  1/2  0  
-  make  4  disordered cats  1   per  1/2    ru  1/2  cor -1/2
-  delG(make)  -16.2   -0.0012   -0.0050        
- 
-jd      1    3  xAlM1 1  xNaM2 1  xSiT 1/2  
-  check 0  0  0  1  0  0  0  0  0  
- 
-cen     1    3  xMgM1 1  xMgM2 1  xSiT 1/2  
-  check 0  0  1  0  0  0  0  0  0  
-  make 1 en 1
-  delG(tran)  3.5         -0.002       0.048  
- 
-cfm     1    3  xMgM1 1  xFeM2 1  xSiT 1/2  
-  check 1/2  0  1  0  -1/2  0  0  0  0  
-  make  2       en  1/2   fs  1/2
-  delG(od)   -1.6     -0.002      0.0465    
- 
-kjd     1    3  xAlM1 1  xKM2 1  xSiT 1/2  
-  check 0  0  0  0  0  0  0  0  1  
-  make  3  jd 1  abh -1 equilibrium san 1   
-  delG(make)  11.7   0  0.6
-
-
-
-
-% ==================================================================================
-
-spn  8 1
-
-verbatim
-% =================================================================
-% Spinel: FMATOCr
-%
-% Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
-% through to granites: a simple thermodynamic model in the system
-% KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-% 
-% coded by axe attack on 04 December 2015
-% 
-% E-m  Formula                          Mixing sites
-%                T                         M                                     
-%                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti      
-% nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel  
-% isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
-% nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
-% ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
-% nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
-% imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite   
-% pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite   
-% qndm Mg2TiO4   1     0     0     0       1     0     0     0     0     1    - qandilite 
-%
-% x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
-% y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
-% c -> xCrM
-% t -> 2 xTiM
-% Q1 -> -xMgM + xMgT    - order variable
-% Q2 -> -xFeM + xFeT    - order variable
-% Q3 -> -xFe3M + xFe3T  - order variable
-% --------------------------------------------------
-verbatim
-
-  x(spn)            0.1
-  y(spn)            0.05
-  c(spn)            0.05
-  t(spn)            0.05
-  Q1(spn)           0.2   % - order variable
-  Q2(spn)           0.2   % - order variable
-  Q3(spn)           0.2   % - order variable
-% -------------------------------------------------
- 
-p(nsp)     2 1    1/3  4  -1/3  x  -1  c  2/3  Q1  -2/3  t
-             2    0  1  -1/3  t    0  1  1  x
- 
-p(isp)     2 1    2/3  3  -1/3  t  -2/3  Q1  -2/3  x
-             2    0  1  -2/3  t    0  1  1  x
- 
-p(nhc)     4 1    0  4  1/3  x  -1/3  y  2/3  Q2  2/3  Q3
-             2    0  1  1/3  t    0  1  1  x
-             2    0  1  1/3  c    0  1  1  y
-             2    0  1  1/3  t    0  1  1  y
- 
-p(ihc)     4 1    0  4  -2/3  Q2  -2/3  Q3  2/3  x  -2/3  y
-             2    0  1  2/3  t    0  1  1  x
-             2    0  1  2/3  c    0  1  1  y
-             2    0  1  2/3  t    0  1  1  y
- 
-p(nmt)     3 1    0  2  1/3  y  -2/3  Q3
-             2    0  1  -1/3  c    0  1  1  y
-             2    0  1  -1/3  t    0  1  1  y
- 
-p(imt)     3 1    0  2  2/3  Q3  2/3  y
-             2    0  1  -2/3  c    0  1  1  y
-             2    0  1  -2/3  t    0  1  1  y
- 
-p(pcr)     1 1    0  1  1  c
- 
-p(qndm)    1 1    0  1  1  t
-% -------------------------------------------------
-sf
-W(nsp,isp)              -8.2         0         0
-W(nsp,nhc)               3.5         0         0
-W(nsp,ihc)             -13.0         0         0
-W(nsp,nmt)              43.2         0         0
-W(nsp,imt)              49.1         0         0
-W(nsp,pcr)              -5.0         0         0
-W(nsp,qndm)             22.5         0         0
-W(isp,nhc)               4.4         0         0
-W(isp,ihc)              -6.0         0         0
-W(isp,nmt)              36.8         0         0
-W(isp,imt)              20.0         0         0
-W(isp,pcr)              14.0         0         0
-W(isp,qndm)             21.5         0         0
-W(nhc,ihc)              -8.2         0         0
-W(nhc,nmt)              18.1         0         0
-W(nhc,imt)              49.0         0         0
-W(nhc,pcr)             -19.0         0         0
-W(nhc,qndm)             35.1         0         0
-W(ihc,nmt)              -4.0         0         0
-W(ihc,imt)               7.6         0         0
-W(ihc,pcr)             -11.0         0         0
-W(ihc,qndm)              9.0         0         0
-W(nmt,imt)              18.1         0         0
-W(nmt,pcr)              11.9         0         0
-W(nmt,qndm)             62.2         0         0
-W(imt,pcr)              -6.4         0         0
-W(imt,qndm)             24.3         0         0
-W(pcr,qndm)             60.0         0         0  % = 33.8 + Wpcrusp
- 
-% -------------------------------------------------
-10
- 
-xMgT       2 1    1/3  3  1/3  t  -1/3  x  2/3  Q1
-             2    0  1  -1/3  t    0  1  1  x
- 
-xFeT       2 1    0  2  1/3  x  2/3  Q2
-             2    0  1  1/3  t    0  1  1  x
- 
-xAlT       3 1    2/3  5  -1/3  t  -2/3  Q1  -2/3  Q2  -2/3  Q3  -2/3  y
-             2    0  1  2/3  c    0  1  1  y
-             2    0  1  2/3  t    0  1  1  y
- 
-xFe3T      3 1    0  2  2/3  Q3  2/3  y
-             2    0  1  -2/3  c    0  1  1  y
-             2    0  1  -2/3  t    0  1  1  y
- 
-xMgM       2 1    1/3  3  -1/3  Q1  1/3  t  -1/3  x
-             2    0  1  -1/3  t    0  1  1  x
- 
-xFeM       2 1    0  2  -1/3  Q2  1/3  x
-             2    0  1  1/3  t    0  1  1  x
- 
-xAlM       3 1    2/3  6  1/3  Q1  1/3  Q2  1/3  Q3  -1  c  -2/3  y  -5/6  t
-             2    0  1  2/3  c    0  1  1  y
-             2    0  1  2/3  t    0  1  1  y
- 
-xFe3M      3 1    0  2  -1/3  Q3  2/3  y
-             2    0  1  -2/3  c    0  1  1  y
-             2    0  1  -2/3  t    0  1  1  y
- 
-xCrM       1 1    0  1  1  c
- 
-xTiM       1 1    0  1  1/2  t
-% -------------------------------------------------
- 
-nsp      1    2  xMgT 1  xAlM 1  
-  make 1 ordered sp 1
-  delG(od)  0  0  0
-  check 0  0  0  0  1  0  0  
- 
-isp     2    3  xAlT 1  xMgM 1/2  xAlM 1/2  
-  make 1 ordered sp 1
-  delG(od)   23.6  -0.00576303  0
-  check 0  0  0  0  -1/2  0  0  
- 
-nhc     1    2  xFeT 1  xAlM 1  
-  make 1 ordered herc 1
-  delG(od)   0  0  0
-  check 1  0  0  0  0  1  0  
- 
-ihc     2    3  xAlT 1  xFeM 1/2  xAlM 1/2  
-  make 1 ordered  herc 1
-  delG(od)   23.6  -0.00576303  0
-  check 1  0  0  0  0  -1/2  0  
- 
-nmt     1    2  xFeT 1  xFe3M 1  
-  make 1 equilibrium  mt 1
-  delG(od)   0.0  0.00576303   0     
-  check 1  1  0  0  0  1  -1  
- 
-imt     2    3  xFe3T 1  xFeM 1/2  xFe3M 1/2  
-  make 1 equilibrium  mt 1
-  delG(od)   0.3  0  0     %  nmt + 0.3 kJ  to get mt-wu-iron point at 1 bar
-  check 1  1  0  0  0  -1/2  1/2  
- 
-pcr     1    2  xMgT 1  xCrM 1  
-  make 1 picr 1
-  % delG    0  0  0  
-  check 0  0  1  0  1  0  0  
- 
-qndm     2    3  xMgT 1  xMgM 1/2  xTiM 1/2  
-  check 0  0  0  1  1/2  0  0
-   make  1 qnd 1   
-   delG(mod)   -30  0  0  
-
-% ====================================================================
-
-
-
-ilm 3   1
-
-verbatim
-% =================================================================
-% Ilmenite: FTO
-%
-% White, RW, Powell, R, Holland, TJB & Worley, BA (2000) The effect of TiO2 and
-% Fe2O3 on metapelitic assemblages at greenschist and amphibolite facies conditions:
-% mineral equilibria calculations in the system K2O-FeO-MgO-Al2O3-SiO2-H2O-TiO2-Fe2O3.
-% Journal of Metamorphic Geology, 18, 497-511.
-%
-% E-m   Formula    Mixing sites
-% 		   A            B
-                   Fe2 Ti Fe3   Fe2 Ti Fe3
-% oilm  FeTiO3      1   0   0    0   1   0     - ordered ilm
-% dilm  FeTiO3     1/2 1/2  0   1/2 1/2  0     - disordered ilm
-% dhem  Fe2O3       0   0   1    0   0   1     - disordered hem
-%
-% x(ilm) = 1 - xFe3A
-% Q(ilm) = x(Fe2,A) - x(Fe2,B)    - order variable
-% NOTE: Q(ilm) must have a range of -x to +x
-% --------------------------------------------------
-verbatim
-
- x(ilm) 0.80           
- Q(ilm) 0.55   range -0.99 0.99   
-
-% --------------------------------------------------
- 
-
-% psub = {ph -> 1 - x, po -> Q, pd -> x - Q};
-
-  p(oilm)  1 1    0  1  1  Q
-  
-  p(dilm)  1 1    0  2  1  x -1  Q
-  
-  p(dhem)  1 1    1  1 -1  x 
-  
-% --------------------------------------------------
-
- sf
-  
-  W(oilm,dilm)   15.6  0  0 
-  W(oilm,dhem)   26.6  0  0
-  W(dilm,dhem)     11  0  0    
- 
-% --------------------------------------------------
-  6     % site fractions
-
-  xFe2A  1 1    0  2  1/2  x  1/2  Q
-  
-  xTiA   1 1    0  2  1/2  x -1/2  Q
-    
-  xFe3A  1 1    1  1 -1  x 
-    
-  xFe2B  1 1    0  2  1/2  x -1/2  Q
-    
-  xTiB   1 1    0  2  1/2  x  1/2  Q
-    
-  xFe3B  1 1    1  1 -1  x   
-  
-  
-% --------------------------------------------------
-
-   oilm      1  2    xFe2A  1  xTiB  1    
-         make  1 disordered ilm  1
-         delG(od)  -13.6075 0.009426 0  % DQF - dH + R Log[4]; dH = 15.6
-         check 1 1
-               
-   dilm      4  4    xFe2A  1/2   xTiA  1/2   xFe2B  1/2   xTiB  1/2    
-         make  1 disordered ilm  1
-         delG(od)    1.9928 -0.0021 0    % DQF = G(equil,Landau) - G(equil,SF) 
-         check 1 0
-                
-   dhem      1  2    xFe3A  1  xFe3B  1     
-         check 0 0
-         make 1 disordered  hem 1
-	 % DQF  0  0  0
-
-% ====================================================================  
-ky q  ru  mt sph sill san an
-*
-
diff --git a/ref_database/TC_634/tc-ns-dry-it-newformat.txt b/ref_database/TC_634/tc-ns-dry-it-newformat.txt
deleted file mode 100644
index 495f04a4..00000000
--- a/ref_database/TC_634/tc-ns-dry-it-newformat.txt
+++ /dev/null
@@ -1,1048 +0,0 @@
-#
- ====================================================================
- Dry Ultra-alkaline melting - development
- ====================================================================
-#
-#
- ==================   sl-wo-fo-fa-an-ns-ab-q melt   ========================
-#
-
- xyz variables set to zero: ek(L)  
-
- starting guesses
-  wo(L) = 0.081898
-  sl(L) = 0.11817
-  fo(L) = 0.0086968
-  fa(L) = 0.035059
-  ns(L) = 0.14591
-  hm(L) = 0.064456
-  ti(L) = 0.064609
-  ks(L) = 0.10494
-  yan(L) = 0.0023223  order variable
-  yab(L) = 0.14916  order variable
-  yen(L) = 0.017262  order variable
-  ykf(L) = 0.13054  order variable
-
- site fractions
-   pq = 1 - wo - sl - ns - fa - fo - hm - ti - ks + yan*(1 - fa - fo - hm - ns - ks - sl - ti - wo) + 1/6*yab*(3 - 7fa - 7fo - 7hm - 7ns - 7ks - 7sl - 7ti - 7wo) + 1/6*yen*(-3 + fa + fo + hm + ns + ks + sl + ti + wo) + 1/6*ykf*(3 - 7fa - 7fo - 7hm - �
-   psl = sl + yan*sl + 7/6*yab*sl + (-1/6*yen)*sl + 7/6*ykf*sl + (-yan) + (-1/2*yab) + (-1/2*ykf)
-   pwo = wo + yan*wo + 7/6*yab*wo + (-1/6*yen)*wo + 7/6*ykf*wo + (-yan)
-   pns = ns + yan*ns + 7/6*yab*ns + 7/6*ykf*ns + (-yab) + (-1/6*yen)*ns
-   phm = hm + yan*hm + 7/6*yab*hm + 7/6*ykf*hm + (-1/6*yen)*hm
-   pti = ti + yan*ti + 7/6*yab*ti + (-1/6*yen)*ti + 7/6*ykf*ti
-   pks = ks + yan*ks + 7/6*yab*ks + (-1/6*yen)*ks + 7/6*ykf*ks + (-ykf)
-   pab = yab
-   pan = yan
-   pen = yen
-   pkf = ykf
-   pol = fo + fa + yan*(fo + fa) + 7/6*yab*(fo + fa) + 7/6*ykf*(fo + fa) + (-1/6*yen)*(fo + fa) + (-1/2*yen)
-   mgM = 4fo
-   feM = 4fa
-   CaM = wo
-   AlM = sl
-   sumM = 4fo + 4fa + sl + wo
-
- proportions
-   q3L = 1 - wo - sl - ns - fa - fo - hm - ti - ks + yan*(1 - fa - fo - hm - ns - ks - sl - ti - wo) + 1/6*yab*(3 - 7fa - 7fo - 7hm - 7ns - 7ks - 7sl - 7ti - 7wo) + 1/6*yen*(-3 + fa + fo + hm + ns + ks + sl + ti + wo) + 1/6*ykf*(3 - 7fa - 7fo - 7hm�
-   sl1L = sl + yan*sl + 7/6*yab*sl + (-1/6*yen)*sl + 7/6*ykf*sl + (-yan) + (-1/2*yab) + (-1/2*ykf)
-   wo1L = wo + yan*wo + 7/6*yab*wo + (-1/6*yen)*wo + 7/6*ykf*wo + (-yan)
-   fo2L = fo + yan*fo + 7/6*yab*fo + (-1/6*yen)*fo + 7/6*ykf*fo + (-1/2*yen)
-   fa2L = fa + yan*fa + 7/6*yab*fa + 7/6*ykf*fa + (-1/6*yen)*fa
-   nmL = ns + yan*ns + 7/6*yab*ns + 7/6*ykf*ns + (-yab) + (-1/6*yen)*ns
-   hmL = hm + yan*hm + 7/6*yab*hm + 7/6*ykf*hm + (-1/6*yen)*hm
-   tiL = ti + yan*ti + 7/6*yab*ti + (-1/6*yen)*ti + 7/6*ykf*ti
-   kmL = ks + yan*ks + 7/6*yab*ks + (-1/6*yen)*ks + 7/6*ykf*ks + (-ykf)
-   anL = yan
-   ab1L = yab
-   enL = yen
-   kfL = ykf
-
- ideal mixing activities
-  q3L = pq
-  sl1L = psl*AlM*sumM**-1
-  wo1L = pwo*CaM*sumM**-1
-  fo2L = pol*mgM**4*sumM**-4
-  fa2L = pol*feM**4*sumM**-4
-  nmL = pns
-  hmL = phm
-  tiL = pti
-  kmL = pks
-  anL = pan
-  ab1L = pab
-  enL = pen
-  kfL = pkf
-
- non-ideality by van laar
-  W(q3L,sl1L) = 17.9 - 0.1*P
-  W(q3L,wo1L) = 9.5
-  W(q3L,fo2L) = 46.7 - 0.54*P
-  W(q3L,fa2L) = -3 - 0.56*P
-  W(q3L,nmL) = 2.5 + 0.01*P
-  W(q3L,hmL) = 20.5
-  W(q3L,tiL) = 32.5
-  W(q3L,kmL) = 7.4 + 0.93*P
-  W(q3L,anL) = -9.2 + 0.02*P
-  W(q3L,ab1L) = 1.9
-  W(q3L,enL) = 26.3 - 0.41*P
-  W(q3L,kfL) = -8 - 0.45*P
-  W(sl1L,wo1L) = -22.7 + 0.84*P
-  W(sl1L,fo2L) = 0 - 0.15*P
-  W(sl1L,fa2L) = 2.5
-  W(sl1L,nmL) = -10.1 + 0.03*P
-  W(sl1L,hmL) = -6
-  W(sl1L,tiL) = 10.5 - 0.03*P
-  W(sl1L,kmL) = -34 + 0.01*P
-  W(sl1L,anL) = 2.2
-  W(sl1L,ab1L) = -12.4 - 0.05*P
-  W(sl1L,enL) = 6.5 + 0.01*P
-  W(sl1L,kfL) = 3.8
-  W(wo1L,fo2L) = 34.7 + 0.04*P
-  W(wo1L,fa2L) = 14.3
-  W(wo1L,nmL) = -0.6
-  W(wo1L,hmL) = 1
-  W(wo1L,tiL) = 6
-  W(wo1L,kmL) = 0.4
-  W(wo1L,anL) = 10.5
-  W(wo1L,ab1L) = -3.1
-  W(wo1L,enL) = 13.6 + 0.09*P
-  W(wo1L,kfL) = 12.2
-  W(fo2L,fa2L) = 17.7 - 0.21*P
-  W(fo2L,nmL) = 14.1 - 0.08*P
-  W(fo2L,hmL) = -2.5
-  W(fo2L,tiL) = -6 - 0.16*P
-  W(fo2L,kmL) = 24.9 + 0.62*P
-  W(fo2L,anL) = -4.9 - 0.02*P
-  W(fo2L,ab1L) = 9.2
-  W(fo2L,enL) = 1.4 + 0.36*P
-  W(fo2L,kfL) = -3.4
-  W(fa2L,nmL) = 2.8 + 0.02*P
-  W(fa2L,hmL) = -31
-  W(fa2L,tiL) = -5 + 0.02*P
-  W(fa2L,kmL) = 19.3 - 0.04*P
-  W(fa2L,anL) = -5.8
-  W(fa2L,ab1L) = 7.6
-  W(fa2L,enL) = 3.5
-  W(fa2L,kfL) = -2.1
-  W(nmL,hmL) = 12.5
-  W(nmL,tiL) = 9.5 + 0.14*P
-  W(nmL,kmL) = -9.2 + 0.03*P
-  W(nmL,anL) = -7.8
-  W(nmL,ab1L) = -0.7 + 0.13*P
-  W(nmL,enL) = 1.9
-  W(nmL,kfL) = -3.9 + 0.02*P
-  W(hmL,tiL) = -6
-  W(hmL,kmL) = 11.5
-  W(hmL,anL) = -1.5
-  W(hmL,ab1L) = -1
-  W(hmL,enL) = -1.7
-  W(hmL,kfL) = -1.5
-  W(tiL,kmL) = 3
-  W(tiL,anL) = -8.5
-  W(tiL,ab1L) = -2.3
-  W(tiL,enL) = 6
-  W(tiL,kfL) = -8.1
-  W(kmL,anL) = 18.5
-  W(kmL,ab1L) = 20.7
-  W(kmL,enL) = -3
-  W(kmL,kfL) = 30.1 + 0.4*P
-  W(anL,ab1L) = -2.6
-  W(anL,enL) = 0
-  W(anL,kfL) = 9.4
-  W(ab1L,enL) = 0
-  W(ab1L,kfL) = 27.5
-  W(enL,kfL) = 0
-
-  v(q3L) = 100
-  v(sl1L) = 145
-  v(wo1L) = 145
-  v(fo2L) = 200
-  v(fa2L) = 200
-  v(nmL) = 85
-  v(hmL) = 50
-  v(tiL) = 50
-  v(kmL) = 85
-  v(anL) = 100
-  v(ab1L) = 100
-  v(enL) = 100
-  v(kfL) = 100
-
- "make" end-members
-  q3L = 3 qL - 0.19 - 0.095*P
-  sl1L = corL + qL - 20.75 - 0.255*P
-  wo1L = woL - 0.03 + 0.008*P
-  fo2L = 2 foL + 10.37 - 0.13*P
-  fa2L = 2 faL + 17.22 - 0.053*P
-  nmL = neL - 1/2 corL - 1/2 qL + 48.68 - 0.007*T - 0.182*P
-  hmL = 1/2 hemL + 4.53 - 0.008*P
-  tiL = ruL + 0.75 - 0.246*P
-  kmL = ksL - 1/2 corL - 1/2 qL + 72.71 - 0.025*T + 0.313*P
-  anL = woL + corL + qL - 49.44 + 0.018*P
-  ab1L = neL + 2 qL + 18.27 - 0.032*T - 0.34*P
-  enL = foL + qL - 16.65 - 0.334*P
-  kfL = ksL + 2 qL + 1.95 - 0.02*T - 0.131*P
-
-#
-
-----------------------------------------------------
- 4Tplag feldspar
-
-         A                   TB
-         Na    Ca    K       Al    Si
- ab      1     0     0       1     3
- san     0     0     1       1     3
- an      0     1     0       2     2
-
- ca -> xCaA
-
- k -> xKA
- -------------------------------------------------
-#
-
- starting guesses
-  ca(pl) = 0.11740
-  k(pl) = 0.21809
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4*ca
-   xSiTB = 3/4 - 1/4*ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548*xNaA*xAlTB**(1/4)*xSiTB**(3/4)
-  an = 2*xCaA*xAlTB**(1/2)*xSiTB**(1/2)
-  san = 1.7548*xKA*xAlTB**(1/4)*xSiTB**(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935*T - 0.04*P
-  W(ab,san) = 24.1 - 0.00957*T + 0.338*P
-  W(an,san) = 48.5 - 0.13*P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-#
- =================================================================
- Spinel: FMATOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- coded by axe attack on 04 December 2015
-
- E-m  Formula                          Mixing sites
-                T                         M
-                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti
- nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel
- isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
- nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
- ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
- nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
- imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite
- pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite
- usp  Fe2TiO4   0     1     0     0       0     1     0     0     0     1    - ulvospinel
-
- x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
- y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
- c -> xCrM
- t -> 2 xTiM
- Q1 -> -xMgM + xMgT    - order variable
- Q2 -> -xFeM + xFeT    - order variable
- Q3 -> -xFe3M + xFe3T  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(spn) = 0.66087
-  y(spn) = 0.26922
-  c(spn) = 0.23834
-  t(spn) = 0.040321
-  Q1(spn) = 0.25578  order variable
-  Q2(spn) = 0.21406  order variable
-  Q3(spn) = 0.10231  order variable
-
- site fractions
-   xMgT = 1/3 + 1/3*t - 1/3*x + 2/3*Q1 + (-1/3*t)*x
-   xFeT = 1/3*x + 2/3*Q2 + 1/3*t*x
-   xAlT = 2/3 - 1/3*t - 2/3*Q1 - 2/3*Q2 - 2/3*Q3 - 2/3*y + 2/3*c*y + 2/3*t*y
-   xFe3T = 2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   xMgM = 1/3 - 1/3*Q1 + 1/3*t - 1/3*x + (-1/3*t)*x
-   xFeM = -1/3*Q2 + 1/3*x + 1/3*t*x
-   xAlM = 2/3 + 1/3*Q1 + 1/3*Q2 + 1/3*Q3 - c - 2/3*y - 5/6*t + 2/3*c*y + 2/3*t*y
-   xFe3M = -1/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   xCrM = c
-   xTiM = 1/2*t
-
- proportions
-   nsp = 1/3 + 1/3*t - 1/3*x - c + 2/3*Q1 + (-1/3*t)*x
-   isp = 2/3 - 2/3*Q1 + 2/3*t - 2/3*x + (-2/3*t)*x
-   nhc = 1/3*x - 1/3*y - t + 2/3*Q2 + 2/3*Q3 + 1/3*t*x + 1/3*c*y + 1/3*t*y
-   ihc = -t - 2/3*Q2 - 2/3*Q3 + 2/3*x - 2/3*y + 2/3*t*x + 2/3*c*y + 2/3*t*y
-   nmt = 1/3*y - 2/3*Q3 + (-1/3*c)*y + (-1/3*t)*y
-   imt = 2/3*Q3 + 2/3*y + (-2/3*c)*y + (-2/3*t)*y
-   pcr = c
-   usp = t
-
- ideal mixing activities
-  nsp = xMgT*xAlM
-  isp = 2*xAlT*xMgM**(1/2)*xAlM**(1/2)
-  nhc = xFeT*xAlM
-  ihc = 2*xAlT*xFeM**(1/2)*xAlM**(1/2)
-  nmt = xFeT*xFe3M
-  imt = 2*xFe3T*xFeM**(1/2)*xFe3M**(1/2)
-  pcr = xMgT*xCrM
-  usp = 2*xFeT*xFeM**(1/2)*xTiM**(1/2)
-
- non-ideality by van laar
-  W(nsp,isp) = -6.7
-  W(nsp,nhc) = 3.6
-  W(nsp,ihc) = -9.8
-  W(nsp,nmt) = 43.2
-  W(nsp,imt) = 49.5
-  W(nsp,pcr) = -38.4 - 0.08*P
-  W(nsp,usp) = 40
-  W(isp,nhc) = 2.7
-  W(isp,ihc) = -3.5
-  W(isp,nmt) = 36.8
-  W(isp,imt) = 20.7
-  W(isp,pcr) = -21.6 - 0.08*P
-  W(isp,usp) = 38.2
-  W(nhc,ihc) = -6
-  W(nhc,nmt) = 17.5
-  W(nhc,imt) = 51.6
-  W(nhc,pcr) = -53.8
-  W(nhc,usp) = 25.7
-  W(ihc,nmt) = -4.1
-  W(ihc,imt) = 10
-  W(ihc,pcr) = -38.8
-  W(ihc,usp) = 21
-  W(nmt,imt) = 18.1
-  W(nmt,pcr) = 12.1
-  W(nmt,usp) = 5.2
-  W(imt,pcr) = -8.7
-  W(imt,usp) = 21.5
-  W(pcr,usp) = 15
-
-  v(nsp) = 1
-  v(isp) = 1
-  v(nhc) = 1
-  v(ihc) = 1
-  v(nmt) = 1
-  v(imt) = 1
-  v(pcr) = 1
-  v(usp) = 0.9
-
- "make" end-members
-  nsp = o-sp
-  isp = o-sp + 23.5 - 0.005763*T  (od)
-  nhc = o-herc
-  ihc = o-herc + 23.6 - 0.005763*T  (od)
-  nmt = e-mt + 0 + 0.005763*T  (od)
-  imt = e-mt + 0.3  (od)
-  pcr = picr
-
-#
- =================================================================
- garnet: CFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- modified TJBH 2019 for knor
-
- E-m    Formula                     Mixing sites
-                            M1            M2
-                            Mg  Fe  Ca    Al  Cr  Fe3 Mg  Ti
- py    Mg3Al2Si3O12         3   0   0     2   0   0   0   0
- alm   Fe3Al2Si3O12         0   3   0     2   0   0   0   0
- gr    Ca3Al2Si3O12         0   0   3     2   0   0   0   0
- kho   Mg3Fe2Si3O12         3   0   0     0   0   2   0   0
- knr   Mg3Cr2Si3O12         3   0   0     0   2   0   0   0
- tig   Mg3.5AlTi0.5Si3O12   3   0   0     1   0   0   1/2 1/2
-
- x -> xFeM1/(xFeM1 + xMgM1)
- c -> xCaM1
- f -> xFe3M2
- cr -> xCrM2
- t -> xTiM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(g) = 0.30000
-  c(g) = 0.20000
-  f(g) = 0.010000
-  cr(g) = 0.010000
-  t(g) = 0.0010000
-
- site fractions
-   xMgM1 = 1 - c - x + c*x
-   xFeM1 = x + (-c)*x
-   xCaM1 = c
-   xAlM2 = 1 - cr - f - 2t
-   xCrM2 = cr
-   xFe3M2 = f
-   xMgM2 = t
-   xTiM2 = t
-
- proportions
-   py = 1 - c - cr - f - x - 4t + c*x
-   alm = x + (-c)*x
-   gr = c
-   kho = f
-   knr = cr
-   tig = 4t
-
- ideal mixing activities
-  py = xMgM1**3*xAlM2**2
-  alm = xFeM1**3*xAlM2**2
-  gr = xCaM1**3*xAlM2**2
-  kho = xMgM1**3*xFe3M2**2
-  knr = xMgM1**3*xCrM2**2
-  tig = 8*xMgM1**3*xAlM2*xMgM2**(1/2)*xTiM2**(1/2)
-
- non-ideality by van laar
-  W(py,alm) = 4 + 0.1*P
-  W(py,gr) = 45.9 - 0.01*T + 0.04*P
-  W(py,kho) = 5
-  W(py,knr) = 2
-  W(py,tig) = 0
-  W(alm,gr) = 17 - 0.01*T + 0.1*P
-  W(alm,kho) = -10.7 + 0.031*P
-  W(alm,knr) = 8.4 + 0.01*P
-  W(alm,tig) = 0
-  W(gr,kho) = -96.5 - 0.01*T + 0.23*P
-  W(gr,knr) = 4.1 - 0.01*T + 0.18*P
-  W(gr,tig) = 0
-  W(kho,knr) = 1.8 - 0.006*P
-  W(kho,tig) = 0
-  W(knr,tig) = 0
-
-  v(py) = 1
-  v(alm) = 1
-  v(gr) = 2.5
-  v(kho) = 1
-  v(knr) = 1
-  v(tig) = 1
-
- "make" end-members
-  kho = andr - gr + py + 79.2 - 0.111*P  (make)
-  knr = knor
-  tig = py + 1/2 per + 1/2 ru - 1/2 cor + 52.2 - 0.0173*T  (make)
-
-#
- =================================================================
- olivine: CFMS
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
-  E-m    Formula	   Mixing sites
-                     M1            M2
-                     Mg    Fe      Mg    Fe    Ca
- mont    CaMgSiO4    1     0       0     0     1
- fa      Fe2SiO4     0     1       0     1     0
- fo      Mg2SiO4     1     0       1     0     0
- cfm     MgFeSiO4    1     0       0     1     0   - ordered intermediate
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- c -> xCaM2
- Q -> x - xFeM1/(xFeM1 + xMgM1)   - order variable
-
- --------------------------------------------------
-#
-
- starting guesses
-  x(ol) = 0.10000
-  c(ol) = 0.0020000
-  Q(ol) = 0.010000  order variable
-
- site fractions
-   xMgM1 = 1 + Q - x
-   xFeM1 = -Q + x
-   xMgM2 = 1 - c - Q - x + c*x
-   xFeM2 = Q + x + (-c)*x
-   xCaM2 = c
-
- proportions
-   mnt = c
-   fa = -Q + x
-   fo = 1 - c - Q - x + c*x
-   cfm = 2Q + (-c)*x
-
- ideal mixing activities
-  mnt = xMgM1*xCaM2
-  fa = xFeM1*xFeM2
-  fo = xMgM1*xMgM2
-  cfm = xMgM1*xFeM2
-
- non-ideality by symmetric formalism
-  W(mnt,fa) = 24
-  W(mnt,fo) = 38
-  W(mnt,cfm) = 24
-  W(fa,fo) = 9
-  W(fa,cfm) = 4.5
-  W(fo,cfm) = 4.5
-
- "make" end-members
-  mnt = mont
-  cfm = 1/2 fa + 1/2 fo
-
-#
- =================================================================
- Orthopyroxene: NCFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- *modified 2019 TJBH
-
- E-m   Formula                         Mixing sites
-                        M1                        M2                T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na    Si  Al
- en    Mg2Si2O6         1   0   0   0   0   0     1   0   0   0     2   0
- fs    Fe2Si2O6         0   1   0   0   0   0     0   1   0   0     2   0
- fm    MgFeSi2O6        1   0   0   0   0   0     0   1   0   0     2   0   - ordered intermediate
- odi   CaMgSi2O6        1   0   0   0   0   0     0   0   1   0     2   0
- mgts  MgAl2SiO6        0   0   1   0   0   0     1   0   0   0     1   1
- cren  MgCrAlSiO6       0   0   0   0   1   0     1   0   0   0     1   1
- obuf  Mg1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   1   0   0   0     1   1
- mess  MgFeAlSiO6       0   0   0   1   0   0     1   0   0   0     1   1
- ojd   NaAlSi2O6        0   0   1   0   0   0     0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- c -> xCaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)  - order variable
- f -> xFe3M1
- t -> xTiM1
- cr -> xCrM1
- j -> xNaM2
- --------------------------------------------------
-#
-
- xyz variables set to zero: cr(opx)  
-
- starting guesses
-  x(opx) = 0.33696
-  y(opx) = 0.13618
-  c(opx) = 0.060793
-  Q(opx) = -0.14371  range -1 <> 1  order variable
-  f(opx) = 0.11784
-  t(opx) = 0.00059854
-  j(opx) = 0.024476
-
- site fractions
-   xMgM1 = 1 - j - Q + t - x - y + j*Q + (-Q)*t + j*x + (-t)*x + Q*y + x*y
-   xFeM1 = Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y
-   xAlM1 = -f + j + y - 2t
-   xFe3M1 = f
-   xTiM1 = t
-   xMgM2 = 1 - c - j + Q - x + (-j)*Q + Q*t + c*x + j*x + (-Q)*y
-   xFeM2 = -Q + x + j*Q + (-Q)*t + (-c)*x + (-j)*x + Q*y
-   xCaM2 = c
-   xNaM2 = j
-   xSiT = 1 - 1/2*y
-   xAlT = 1/2*y
-
- proportions
-   en = 1 - c - j + Q - x - y + (-j)*Q + Q*t + c*x + j*x + (-Q)*y
-   fs = Q + x + (-j)*Q + Q*t + (-j)*x + t*x + (-Q)*y + (-x)*y
-   fm = -2Q + 2j*Q + (-2Q)*t + (-c)*x + (-t)*x + 2Q*y + x*y
-   odi = c
-   mgts = -f + y - 2t
-   obuf = 2t
-   mess = f
-   ojd = j
-
- ideal mixing activities
-  en = xMgM1*xMgM2*xSiT**(1/2)
-  fs = xFeM1*xFeM2*xSiT**(1/2)
-  fm = xMgM1*xFeM2*xSiT**(1/2)
-  odi = xMgM1*xCaM2*xSiT**(1/2)
-  mgts = 1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  obuf = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  mess = 1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  ojd = xAlM1*xNaM2*xSiT**(1/2)
-
- non-ideality by van laar
-  W(en,fs) = 5.2
-  W(en,fm) = 1.7
-  W(en,odi) = 29 + 0.15*P
-  W(en,mgts) = 12.5 - 0.04*P
-  W(en,obuf) = 6
-  W(en,mess) = 8
-  W(en,ojd) = 35
-  W(fs,fm) = 5
-  W(fs,odi) = 25 + 0.08*P
-  W(fs,mgts) = 11 - 0.15*P
-  W(fs,obuf) = 6.5
-  W(fs,mess) = 10
-  W(fs,ojd) = 35
-  W(fm,odi) = 21 + 0.08*P
-  W(fm,mgts) = 15 - 0.15*P
-  W(fm,obuf) = 7.5
-  W(fm,mess) = 12
-  W(fm,ojd) = 35
-  W(odi,mgts) = 75.5 - 0.84*P
-  W(odi,obuf) = 37
-  W(odi,mess) = 20
-  W(odi,ojd) = 35
-  W(mgts,obuf) = 10.5
-  W(mgts,mess) = 2
-  W(mgts,ojd) = 7
-  W(obuf,mess) = 6
-  W(obuf,ojd) = 20
-  W(mess,ojd) = -11
-
-  v(en) = 1
-  v(fs) = 1
-  v(fm) = 1
-  v(odi) = 1.2
-  v(mgts) = 1
-  v(obuf) = 1
-  v(mess) = 1
-  v(ojd) = 1.2
-
- "make" end-members
-  fm = 1/2 en + 1/2 fs - 6.6  (od)
-  odi = di + 2.6 + 0.005*P  (tran)
-  obuf = mgts + 1/2 per + 1/2 ru - 1/2 cor - 3.82 - 0.0051*T + 0.37*P
-  mess = mgts + acm - jd + 0.12 - 0.089*P
-  ojd = jd + 19.05
-
-#
- =================================================================
- Clinopyroxene: KNCFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- *modified 2019 TJBH
-
- E-m   Formula                             Mixing sites
-                        M1                        M2                    T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na  K     Si  Al
- di    CaMgSi2O6        1   0   0   0   0   0     0   0   1   0   0     2   0
- cfs   Fe2Si2O6         0   1   0   0   0   0     0   1   0   0   0     2   0
- cats  CaAl2SiO6        0   0   1   0   0   0     0   0   1   0   0     1   1
- crdi  CaCrAlSiO6       0   0   0   0   1   0     0   0   1   0   0     1   1
- cess  CaFeAlSiO6       0   0   0   1   0   0     0   0   1   0   0     1   1
- cbuf  Ca1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   0   0   1   0   0     1   1
- jd    NaAlSi2O6        0   0   1   0   0   0     0   0   0   1   0     2   0
- cen   Mg2Si2O6         1   0   0   0   0   0     1   0   0   0   0     2   0
- cfm   MgFeSi2O6        1   0   0   0   0   0     0   1   0   0   0     2   0     - ordered intermediate
- kjd   KAlSi2O6         0   0   1   0   0   0     0   0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- o -> xFeM2 + xMgM2
- n -> xNaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)         - order variable
- f -> xFe3M1
- c -> xCrM1
- t -> xTiM1
- k -> xKM2
- --------------------------------------------------
-#
-
- xyz variables set to zero: cr(cpx)  
-
- starting guesses
-  x(cpx) = 0.45411
-  y(cpx) = 0.0019597
-  o(cpx) = 0.22141
-  n(cpx) = 0.13482
-  Q(cpx) = -0.068314  range -1 <> 1  order variable
-  f(cpx) = 0.083370
-  t(cpx) = 0.031424
-  k(cpx) = 0.036345
-
- site fractions
-   xMgM1 = 1 - k - n - Q + t - x - y + k*Q + n*Q + (-Q)*t + k*x + n*x + (-t)*x + Q*y + x*y
-   xFeM1 = Q + x + (-k)*Q + (-n)*Q + Q*t + (-k)*x + (-n)*x + t*x + (-Q)*y + (-x)*y
-   xAlM1 = -f + k + n + y - 2t
-   xFe3M1 = f
-   xTiM1 = t
-   xMgM2 = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x + (-Q)*y
-   xFeM2 = -Q + k*Q + n*Q + (-Q)*t + o*x + Q*y
-   xCaM2 = 1 - k - n - o
-   xNaM2 = n
-   xKM2 = k
-   xSiT = 1 - 1/2*y
-   xAlT = 1/2*y
-
- proportions
-   di = 1 - k - n - o - y
-   cfs = Q + x + (-k)*Q + (-n)*Q + Q*t + (-k)*x + (-n)*x + t*x + (-Q)*y + (-x)*y
-   cats = -f + y - 2t
-   cess = f
-   cbuf = 2t
-   jd = n
-   cen = o + Q + (-k)*Q + (-n)*Q + Q*t + (-o)*x + (-Q)*y
-   cfm = -x - 2Q + 2k*Q + 2n*Q + (-2Q)*t + k*x + n*x + o*x + (-t)*x + 2Q*y + x*y
-   kjd = k
-
- ideal mixing activities
-  di = xMgM1*xCaM2*xSiT**(1/2)
-  cfs = xFeM1*xFeM2*xSiT**(1/2)
-  cats = 1.4142*xAlM1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  cess = 1.4142*xFe3M1*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  cbuf = 2.8284*xMgM1**(1/2)*xTiM1**(1/2)*xCaM2*xSiT**(1/4)*xAlT**(1/4)
-  jd = xAlM1*xNaM2*xSiT**(1/2)
-  cen = xMgM1*xMgM2*xSiT**(1/2)
-  cfm = xMgM1*xFeM2*xSiT**(1/2)
-  kjd = xAlM1*xKM2*xSiT**(1/2)
-
- non-ideality by van laar
-  W(di,cfs) = 25.8 - 0.03*P
-  W(di,cats) = 13 - 0.06*P
-  W(di,cess) = 8
-  W(di,cbuf) = 8
-  W(di,jd) = 26
-  W(di,cen) = 29.8 - 0.03*P
-  W(di,cfm) = 20.6 - 0.03*P
-  W(di,kjd) = 26
-  W(cfs,cats) = 25 - 0.1*P
-  W(cfs,cess) = 43.3
-  W(cfs,cbuf) = 20.5
-  W(cfs,jd) = 24
-  W(cfs,cen) = 2.3
-  W(cfs,cfm) = 3.5
-  W(cfs,kjd) = 24
-  W(cats,cess) = 2
-  W(cats,cbuf) = 6.5
-  W(cats,jd) = 6
-  W(cats,cen) = 45.2 - 0.35*P
-  W(cats,cfm) = 27 - 0.1*P
-  W(cats,kjd) = 6
-  W(cess,cbuf) = 7
-  W(cess,jd) = 3
-  W(cess,cen) = 57.3
-  W(cess,cfm) = 45.3
-  W(cess,kjd) = 3
-  W(cbuf,jd) = 17
-  W(cbuf,cen) = 20
-  W(cbuf,cfm) = 22
-  W(cbuf,kjd) = 16
-  W(jd,cen) = 40
-  W(jd,cfm) = 26
-  W(jd,kjd) = 30
-  W(cen,cfm) = 4
-  W(cen,kjd) = 40
-  W(cfm,kjd) = 40
-
-  v(di) = 1.2
-  v(cfs) = 1
-  v(cats) = 1.9
-  v(cess) = 1.9
-  v(cbuf) = 1.9
-  v(jd) = 1.2
-  v(cen) = 1
-  v(cfm) = 1
-  v(kjd) = 1.2
-
- "make" end-members
-  cfs = fs + 2.1 - 0.002*T + 0.045*P  (tran)
-  cess = e-cats + acm - jd - 2.99
-  cbuf = e-cats + 1/2 per + 1/2 ru - 1/2 cor - 21.58 - 0.0012*T + 0.249*P
-  cen = en + 3.5 - 0.002*T + 0.048*P  (tran)
-  cfm = 1/2 en + 1/2 fs - 1.6 - 0.002*T + 0.0465*P  (od)
-  kjd = jd - abh + e-san + 9.78 + 0.6*P  (make)
-
-#
- -------------------------------------------------
- ilmenite
- Full disorder new model TJBH 2019
-
-         A                         B
-         Fe    Ti    Fe3   Mg      Fe    Ti    Fe3   Mg
- oilm    1     0     0     0       0     1     0     0
- dilm    1/2   1/2   0     0       1/2   1/2   0     0
- hem     0     0     1     0       0     0     1     0
- ogk     0     0     0     1       0     1     0     0
- dgk     0     1/2   0     1/2     0     1/2   0     1/2
-
- i -> 1 - xFe3A
-
-             xMgA + xMgB
- m -> -------------------------
-      xFeA + xFeB + xMgA + xMgB
-
- Q -> xFeA - xFeB
-
- Qt -> -xTiA + xTiB
- -------------------------------------------------
-#
-
- starting guesses
-  i(ilm) = 0.94030
-  m(ilm) = 0.066500
-  Q(ilm) = 0.69165  order variable
-  Qt(ilm) = 0.75165  order variable
-
- site fractions
-   xFeA = 1/2*i + 1/2*Q + (-1/2*i)*m
-   xTiA = 1/2*i - 1/2*Qt
-   xFe3A = 1 - i
-   xMgA = -1/2*Q + 1/2*Qt + 1/2*i*m
-   xFeB = 1/2*i - 1/2*Q + (-1/2*i)*m
-   xTiB = 1/2*i + 1/2*Qt
-   xFe3B = 1 - i
-   xMgB = 1/2*Q - 1/2*Qt + 1/2*i*m
-
- proportions
-   oilm = Q
-   dilm = i - Q + (-i)*m
-   hm = 1 - i
-   ogk = -Q + Qt
-   dgk = Q - Qt + i*m
-
- ideal mixing activities
-  oilm = xFeA**(1/2)*xTiB**(1/2)
-  dilm = 2*xFeA**(1/4)*xTiA**(1/4)*xFeB**(1/4)*xTiB**(1/4)
-  hm = xFe3A**(1/2)*xFe3B**(1/2)
-  ogk = xMgA**(1/2)*xTiB**(1/2)
-  dgk = 2*xTiA**(1/4)*xMgA**(1/4)*xTiB**(1/4)*xMgB**(1/4)
-
- non-ideality by symmetric formalism
-  W(oilm,dilm) = 7.05
-  W(oilm,hm) = 14.3
-  W(oilm,ogk) = -7.6
-  W(oilm,dgk) = 0.6
-  W(dilm,hm) = 7.25
-  W(dilm,ogk) = -5.5
-  W(dilm,dgk) = -2.2
-  W(hm,ogk) = 12.5
-  W(hm,dgk) = 2.7
-  W(ogk,dgk) = 8.3
-
- "make" end-members
-  oilm = o-ilm
-  dilm = d-ilm
-  hm = e-hem
-  ogk = o-geik
-  dgk = d-geik
-
-#
- -------------------------------------------------
- ternary OD ne
-
-         A1                  A2                  T2
-         Na    K     Ca      Na    K     v       Al    Si    Fe3
- neN     3     0     0       1     0     0       4     0     0
- neS     3     0     0       0     0     1       3     1     0
- neK     0     3     0       0     1     0       4     0     0
- neO     3     0     0       0     1     0       4     0     0
- neC     2     0     1       0     0     1       4     0     0
- neF     3     0     0       1     0     0       0     0     4
-
- s -> xvA2
-
-               3 xKA1 + xKA2
- k -> -------------------------------
-      3 xKA1 + xKA2 + 3 xNaA1 + xNaA2
-
- Q -> -xKA1 + xKA2
-
- f -> xFe3T2
-
- c -> xCaA1
- -------------------------------------------------
-#
-
- starting guesses
-  s(ness) = 0.10000
-  k(ness) = 0.30000
-  Q(ness) = 0.20000  order variable
-  f(ness) = 0.010000
-  c(ness) = 0.050000
-
- site fractions
-   xNaA1 = 1 + 1/4*Q - c - k + 3/4*c*k + 1/4*k*s
-   xKA1 = -1/4*Q + k + (-3/4*c)*k + (-1/4*k)*s
-   xCaA1 = c
-   xNaA2 = 1 - k - s - 3/4*Q + 3/4*c*k + 1/4*k*s
-   xKA2 = k + 3/4*Q + (-3/4*c)*k + (-1/4*k)*s
-   xvA2 = s
-   xAlT2 = 1 - 1/4*s - f + 3/4*c
-   xSiT2 = 1/4*s - 3/4*c
-   xFe3T2 = f
-
- proportions
-   neN = 1 - f - k - s - 3/4*Q + 3/4*c*k + 1/4*k*s
-   neS = s - 3c
-   neK = -1/4*Q + k + (-3/4*c)*k + (-1/4*k)*s
-   neO = Q
-   neC = 3c
-   neF = f
-
- ideal mixing activities
-  neN = xNaA1**3*xNaA2*xAlT2**2
-  neS = 3.0792*xNaA1**3*xvA2*xAlT2**(3/2)*xSiT2**(1/2)
-  neK = xKA1**3*xKA2*xAlT2**2
-  neO = xNaA1**3*xKA2*xAlT2**2
-  neC = 6.7500*xNaA1**2*xCaA1*xvA2*xAlT2**2
-  neF = xNaA1**3*xNaA2*xFe3T2**2
-
- non-ideality by van laar
-  W(neN,neS) = 21.9 - 0.92*P
-  W(neN,neK) = 112.8 - 0.03*P
-  W(neN,neO) = 11.4 - 0.03*P
-  W(neN,neC) = 22
-  W(neN,neF) = 0
-  W(neS,neK) = 79.7
-  W(neS,neO) = 25.2
-  W(neS,neC) = 5
-  W(neS,neF) = 23
-  W(neK,neO) = 59.4 + 0.17*P
-  W(neK,neC) = 100
-  W(neK,neF) = 80
-  W(neO,neC) = 50
-  W(neO,neF) = 13
-  W(neC,neF) = 27
-
-  v(neN) = 1.187
-  v(neS) = 1
-  v(neK) = 1
-  v(neO) = 0.995
-  v(neC) = 1
-  v(neF) = 1
-
- "make" end-members
-  neN = 4 e-ne + 0.45 + 0.004*T  (make)
-  neS = 3 e-ne + 2 trd - 20.6 + 0.002*T - 0.145*P  (make)
-  neK = 4 kls + 1.2 - 0.0005*T + 0.008*P  (make)
-  neO = 3 e-ne + kls - 1.1 - 0.07*P  (make)
-  neC = 2 e-ne + e-an
-  neF = 4 e-ne + 4 acm - 4 jd + 167  (make)
-
-#
- ==================  leucite ========================
- leucite
-#
-
- starting guesses
-  n(lc) = 0.010000
-
- site fractions
-   xNaA = n
-   xKA = 1 - n
-
- proportions
-   nlc = n
-   klc = 1 - n
-
- ideal mixing activities
-  nlc = xNaA
-  klc = xKA
-
- non-ideality by van laar
-  W(nlc,klc) = 14.5
-
-  v(nlc) = 0.95
-  v(klc) = 1
-
- "make" end-members
-  nlc = e-lc + e-ab - e-san + 16.6
-  klc = e-lc
-
-#
- ==================  kalsilite ========================
- kalsilite
-#
-
- starting guesses
-  k(kals) = 0.99000
-
- site fractions
-   xKA = k
-   xNaA = 1 - k
-
- proportions
-   nks = 1 - k
-   kls = k
-
- ideal mixing activities
-  nks = xNaA
-  kls = xKA
-
- non-ideality by van laar
-  W(nks,kls) = 14.4 - 0.06*P
-
-  v(nks) = 1.235
-  v(kls) = 1
-
- "make" end-members
-  nks = e-ne + 3.17 + 0.0025*T - 0.115*P
-
-#
- -------------------------------------------------
- melilite
-
-         M1            T1                  T2
-         Na    Ca      Mg    Fe    Al      Al    Si
- geh     0     2       0     0     1       1     1
- ak      0     2       1     0     0       0     2
- fak     0     2       0     1     0       0     2
- nml     1     1       0     0     1       0     2
-
-          xFeT1
- x -> -------------
-      xFeT1 + xMgT1
-
- n -> xNaM1
-
- y -> xAlT1
- -------------------------------------------------
-#
-
- starting guesses
-  x(mel) = 0.10000
-  n(mel) = 0.10000
-  y(mel) = 0.50000
-
- site fractions
-   xNaM1 = n
-   xCaM1 = 1 - n
-   xMgT1 = 1 - x - y + x*y
-   xFeT1 = x + (-x)*y
-   xAlT1 = y
-   xAlT2 = 1/2*y - n
-   xSiT2 = 1 - 1/2*y + n
-
- proportions
-   geh = y - 2n
-   ak = 1 - x - y + x*y
-   fak = x + (-x)*y
-   nml = 2n
-
- ideal mixing activities
-  geh = 2*xCaM1**2*xAlT1*xAlT2**(1/2)*xSiT2**(1/2)
-  ak = xCaM1**2*xMgT1*xSiT2
-  fak = xCaM1**2*xFeT1*xSiT2
-  nml = 4*xNaM1*xCaM1*xAlT1*xSiT2
-
- non-ideality by symmetric formalism
-  W(geh,ak) = 10
-  W(geh,fak) = 7
-  W(geh,nml) = 10
-  W(ak,fak) = 4
-  W(ak,nml) = 15
-  W(fak,nml) = 10
-
- "make" end-members
-  fak = ak + 1/2 fa - 1/2 fo + 15  (make)
-  nml = e-geh + e-ab - e-an - 15  (make)
-
diff --git a/ref_database/TC_634/tc-ns-dry-it.txt b/ref_database/TC_634/tc-ns-dry-it.txt
deleted file mode 100644
index 04bff0b9..00000000
--- a/ref_database/TC_634/tc-ns-dry-it.txt
+++ /dev/null
@@ -1,1056 +0,0 @@
-#
- ====================================================================
- Development for dry ultra-alkaline melting TJBH Nov 2023
- ====================================================================
-#
-#
- ==================   sl-wo-fo-fa-an-ns-ab-q melt   ========================
-#
-
- starting guesses
-  wo(L) = 0.13613
-  sl(L) = 0.10736
-  fo(L) = 0.018364
-  fa(L) = 0.024795
-  ns(L) = 0.38250
-  hm(L) = 0.043350
-  ek(L) = 5.1609e-5
-  ti(L) = 0.031087
-  ks(L) = 0.16868
-  yan(L) = 0.0023175  order variable
-  yab(L) = 0.091580  order variable
-  yen(L) = 0.023640  order variable
-  ykf(L) = 0.040580  order variable
-
- site fractions
-   pq = 1 - wo - sl - ns - fa - fo - hm - ek - ti - ks + yan (1 - ek - fa - fo - hm - ns - ks - sl - ti - wo) + 1/6 yab (3 - 7ek - 7fa - 7fo - 7hm - 7ns - 7ks - 7sl - 7ti - 7wo) + 1/6 yen (-3 + ek + fa + fo + hm + ns + ks + sl + ti + wo) + 1/6 ykf (3�
-   psl = sl + yan sl + 7/6 yab sl + (-1/6 yen) sl + 7/6 ykf sl + (-yan) + (-1/2 yab) + (-1/2 ykf)
-   pwo = wo + yan wo + 7/6 yab wo + (-1/6 yen) wo + 7/6 ykf wo + (-yan)
-   pns = ns + yan ns + 7/6 yab ns + 7/6 ykf ns + (-yab) + (-1/6 yen) ns
-   phm = hm + yan hm + 7/6 yab hm + 7/6 ykf hm + (-1/6 yen) hm
-   pek = ek + yan ek + 7/6 yab ek + 7/6 ykf ek + (-1/6 yen) ek
-   pti = ti + yan ti + 7/6 yab ti + (-1/6 yen) ti + 7/6 ykf ti
-   pks = ks + yan ks + 7/6 yab ks + (-1/6 yen) ks + 7/6 ykf ks + (-ykf)
-   pab = yab
-   pan = yan
-   pen = yen
-   pkf = ykf
-   pol = fo + fa + yan (fo + fa) + 7/6 yab (fo + fa) + 7/6 ykf (fo + fa) + (-1/6 yen) (fo + fa) + (-1/2 yen)
-   mgM = 4fo
-   feM = 4fa
-   CaM = wo
-   AlM = sl
-   sumM = 4fo + 4fa + sl + wo
-
- proportions
-   q3L = 1 - wo - sl - ns - fa - fo - hm - ek - ti - ks + yan (1 - ek - fa - fo - hm - ns - ks - sl - ti - wo) + 1/6 yab (3 - 7ek - 7fa - 7fo - 7hm - 7ns - 7ks - 7sl - 7ti - 7wo) + 1/6 yen (-3 + ek + fa + fo + hm + ns + ks + sl + ti + wo) + 1/6 ykf (�
-   sl1L = sl + yan sl + 7/6 yab sl + (-1/6 yen) sl + 7/6 ykf sl + (-yan) + (-1/2 yab) + (-1/2 ykf)
-   wo1L = wo + yan wo + 7/6 yab wo + (-1/6 yen) wo + 7/6 ykf wo + (-yan)
-   fo2L = fo + yan fo + 7/6 yab fo + (-1/6 yen) fo + 7/6 ykf fo + (-1/2 yen)
-   fa2L = fa + yan fa + 7/6 yab fa + 7/6 ykf fa + (-1/6 yen) fa
-   nmL = ns + yan ns + 7/6 yab ns + 7/6 ykf ns + (-yab) + (-1/6 yen) ns
-   hmL = hm + yan hm + 7/6 yab hm + 7/6 ykf hm + (-1/6 yen) hm
-   ekL = ek + yan ek + 7/6 yab ek + 7/6 ykf ek + (-1/6 yen) ek
-   tiL = ti + yan ti + 7/6 yab ti + (-1/6 yen) ti + 7/6 ykf ti
-   kmL = ks + yan ks + 7/6 yab ks + (-1/6 yen) ks + 7/6 ykf ks + (-ykf)
-   anL = yan
-   ab1L = yab
-   enL = yen
-   kfL = ykf
-
- ideal mixing activities
-  q3L = pq
-  sl1L = psl AlM sumM^-1
-  wo1L = pwo CaM sumM^-1
-  fo2L = pol mgM^4 sumM^-4
-  fa2L = pol feM^4 sumM^-4
-  nmL = pns
-  hmL = phm
-  ekL = pek
-  tiL = pti
-  kmL = pks
-  anL = pan
-  ab1L = pab
-  enL = pen
-  kfL = pkf
-
- non-ideality by van laar
-  W(q3L,sl1L) = 17.9 - 0.1 P
-  W(q3L,wo1L) = 9.5
-  W(q3L,fo2L) = 46.7 - 0.54 P
-  W(q3L,fa2L) = -3 - 0.56 P
-  W(q3L,nmL) = 2.5 + 0.01 P
-  W(q3L,hmL) = 20.5
-  W(q3L,ekL) = -5.5 - 0.02 P
-  W(q3L,tiL) = 32.5
-  W(q3L,kmL) = 7.4 + 0.93 P
-  W(q3L,anL) = -9.2 + 0.02 P
-  W(q3L,ab1L) = 1.9
-  W(q3L,enL) = 26.3 - 0.41 P
-  W(q3L,kfL) = -8 - 0.45 P
-  W(sl1L,wo1L) = -22.7 + 0.84 P
-  W(sl1L,fo2L) = 0 - 0.15 P
-  W(sl1L,fa2L) = 2.5
-  W(sl1L,nmL) = -10.1 + 0.03 P
-  W(sl1L,hmL) = -6
-  W(sl1L,ekL) = -2
-  W(sl1L,tiL) = 10.5 - 0.03 P
-  W(sl1L,kmL) = -34 + 0.01 P
-  W(sl1L,anL) = 2.2
-  W(sl1L,ab1L) = -12.4 - 0.05 P
-  W(sl1L,enL) = 6.5 + 0.01 P
-  W(sl1L,kfL) = 3.8
-  W(wo1L,fo2L) = 34.7 + 0.04 P
-  W(wo1L,fa2L) = 14.3
-  W(wo1L,nmL) = -0.6
-  W(wo1L,hmL) = 1
-  W(wo1L,ekL) = -11
-  W(wo1L,tiL) = 6
-  W(wo1L,kmL) = 0.4
-  W(wo1L,anL) = 10.5
-  W(wo1L,ab1L) = -3.1
-  W(wo1L,enL) = 13.6 + 0.09 P
-  W(wo1L,kfL) = 12.2
-  W(fo2L,fa2L) = 17.7 - 0.21 P
-  W(fo2L,nmL) = 14.1 - 0.08 P
-  W(fo2L,hmL) = -2.5
-  W(fo2L,ekL) = -3
-  W(fo2L,tiL) = -6 - 0.16 P
-  W(fo2L,kmL) = 24.9 + 0.62 P
-  W(fo2L,anL) = -4.9 - 0.02 P
-  W(fo2L,ab1L) = 9.2
-  W(fo2L,enL) = 1.4 + 0.36 P
-  W(fo2L,kfL) = -3.4
-  W(fa2L,nmL) = 2.8 + 0.02 P
-  W(fa2L,hmL) = -31
-  W(fa2L,ekL) = -1
-  W(fa2L,tiL) = -5 + 0.02 P
-  W(fa2L,kmL) = 19.3 - 0.04 P
-  W(fa2L,anL) = -5.8
-  W(fa2L,ab1L) = 7.6
-  W(fa2L,enL) = 3.5
-  W(fa2L,kfL) = -2.1
-  W(nmL,hmL) = 12.5
-  W(nmL,ekL) = -2
-  W(nmL,tiL) = 9.5 + 0.14 P
-  W(nmL,kmL) = -9.2 + 0.03 P
-  W(nmL,anL) = -7.8
-  W(nmL,ab1L) = -0.7 + 0.13 P
-  W(nmL,enL) = 1.9
-  W(nmL,kfL) = -3.9 + 0.02 P
-  W(hmL,ekL) = -1.5
-  W(hmL,tiL) = -6
-  W(hmL,kmL) = 11.5
-  W(hmL,anL) = -1.5
-  W(hmL,ab1L) = -1
-  W(hmL,enL) = -1.7
-  W(hmL,kfL) = -1.5
-  W(ekL,tiL) = -2.5
-  W(ekL,kmL) = 0
-  W(ekL,anL) = 0.5
-  W(ekL,ab1L) = -2
-  W(ekL,enL) = -2
-  W(ekL,kfL) = -1.5
-  W(tiL,kmL) = 3
-  W(tiL,anL) = -8.5
-  W(tiL,ab1L) = -2.3
-  W(tiL,enL) = 6
-  W(tiL,kfL) = -8.1
-  W(kmL,anL) = 18.5
-  W(kmL,ab1L) = 20.7
-  W(kmL,enL) = -3
-  W(kmL,kfL) = 30.1 + 0.4 P
-  W(anL,ab1L) = -2.6
-  W(anL,enL) = 0
-  W(anL,kfL) = 9.4
-  W(ab1L,enL) = 0
-  W(ab1L,kfL) = 27.5
-  W(enL,kfL) = 0
-
-  v(q3L) = 100
-  v(sl1L) = 145
-  v(wo1L) = 145
-  v(fo2L) = 200
-  v(fa2L) = 200
-  v(nmL) = 85
-  v(hmL) = 50
-  v(ekL) = 50
-  v(tiL) = 50
-  v(kmL) = 85
-  v(anL) = 100
-  v(ab1L) = 100
-  v(enL) = 100
-  v(kfL) = 100
-
- "make" end-members
-  q3L = 3 qL - 0.19 - 0.095 P
-  sl1L = corL + qL - 20.75 - 0.255 P
-  wo1L = woL - 0.03 + 0.008 P
-  fo2L = 2 foL + 10.37 - 0.13 P
-  fa2L = 2 faL + 17.22 - 0.053 P
-  nmL = neL - 1/2 corL - 1/2 qL + 48.68 - 0.007 T - 0.182 P
-  hmL = 1/2 hemL + 4.53 - 0.008 P
-  ekL = 1/2 eskL + 24.49 + 0.185 P
-  tiL = ruL + 0.75 - 0.246 P
-  kmL = ksL - 1/2 corL - 1/2 qL + 72.71 - 0.025 T + 0.313 P
-  anL = woL + corL + qL - 49.44 + 0.018 P
-  ab1L = neL + 2 qL + 18.27 - 0.032 T - 0.34 P
-  enL = foL + qL - 16.65 - 0.334 P
-  kfL = ksL + 2 qL + 1.95 - 0.02 T - 0.131 P
-
-#
-
-----------------------------------------------------
- 4Tplag feldspar
-
-         A                   TB
-         Na    Ca    K       Al    Si
- ab      1     0     0       1     3
- san     0     0     1       1     3
- an      0     1     0       2     2
-
- ca -> xCaA
-
- k -> xKA
- -------------------------------------------------
-#
-
- starting guesses
-  ca(pl) = 0.50391
-  k(pl) = 0.015946
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4 ca
-   xSiTB = 3/4 - 1/4 ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548 xNaA xAlTB^(1/4) xSiTB^(3/4)
-  an = 2xCaA xAlTB^(1/2) xSiTB^(1/2)
-  san = 1.7548 xKA xAlTB^(1/4) xSiTB^(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935 T - 0.04 P
-  W(ab,san) = 24.1 - 0.00957 T + 0.338 P
-  W(an,san) = 48.5 - 0.13 P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-#
-----------------------------------------------------
- 4Tplag feldspar
-
-         A                   TB
-         Na    Ca    K       Al    Si
- ab      1     0     0       1     3
- san     0     0     1       1     3
- an      0     1     0       2     2
-
- ca -> xCaA
-
- k -> xKA
- -------------------------------------------------
-#
-
- starting guesses
-  ca(ksp) = 0.010000
-  k(ksp) = 0.70000
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4 ca
-   xSiTB = 3/4 - 1/4 ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548 xNaA xAlTB^(1/4) xSiTB^(3/4)
-  an = 2xCaA xAlTB^(1/2) xSiTB^(1/2)
-  san = 1.7548 xKA xAlTB^(1/4) xSiTB^(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935 T - 0.04 P
-  W(ab,san) = 24.1 - 0.00957 T + 0.338 P
-  W(an,san) = 48.5 - 0.13 P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-#
- =================================================================
- Spinel: FMATOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- coded by axe attack on 04 December 2015
-
- E-m  Formula                          Mixing sites
-                T                         M
-                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti
- nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel
- isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
- nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
- ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
- nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
- imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite
- pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite
- usp  Fe2TiO4   0     1     0     0       0     1     0     0     0     1    - ulvospinel
-
- x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
- y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
- c -> xCrM
- t -> 2 xTiM
- Q1 -> -xMgM + xMgT    - order variable
- Q2 -> -xFeM + xFeT    - order variable
- Q3 -> -xFe3M + xFe3T  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(sp) = 0.81021
-  y(sp) = 0.86370
-  c(sp) = 0.0032942
-  t(sp) = 0.32233
-  Q1(sp) = 0.15307  range -1 <> 1  order variable
-  Q2(sp) = -0.16135  range -1 <> 1  order variable
-  Q3(sp) = 0.11726  range -1 <> 1  order variable
-
- site fractions
-   xMgT = 1/3 + 1/3 t - 1/3 x + 2/3 Q1 + (-1/3 t) x
-   xFeT = 1/3 x + 2/3 Q2 + 1/3 t x
-   xAlT = 2/3 - 1/3 t - 2/3 Q1 - 2/3 Q2 - 2/3 Q3 - 2/3 y + 2/3 c y + 2/3 t y
-   xFe3T = 2/3 Q3 + 2/3 y + (-2/3 c) y + (-2/3 t) y
-   xMgM = 1/3 - 1/3 Q1 + 1/3 t - 1/3 x + (-1/3 t) x
-   xFeM = -1/3 Q2 + 1/3 x + 1/3 t x
-   xAlM = 2/3 + 1/3 Q1 + 1/3 Q2 + 1/3 Q3 - c - 2/3 y - 5/6 t + 2/3 c y + 2/3 t y
-   xFe3M = -1/3 Q3 + 2/3 y + (-2/3 c) y + (-2/3 t) y
-   xCrM = c
-   xTiM = 1/2 t
-
- proportions
-   nsp = 1/3 + 1/3 t - 1/3 x - c + 2/3 Q1 + (-1/3 t) x
-   isp = 2/3 - 2/3 Q1 + 2/3 t - 2/3 x + (-2/3 t) x
-   nhc = 1/3 x - 1/3 y - t + 2/3 Q2 + 2/3 Q3 + 1/3 t x + 1/3 c y + 1/3 t y
-   ihc = -t - 2/3 Q2 - 2/3 Q3 + 2/3 x - 2/3 y + 2/3 t x + 2/3 c y + 2/3 t y
-   nmt = 1/3 y - 2/3 Q3 + (-1/3 c) y + (-1/3 t) y
-   imt = 2/3 Q3 + 2/3 y + (-2/3 c) y + (-2/3 t) y
-   pcr = c
-   usp = t
-
- ideal mixing activities
-  nsp = xMgT xAlM
-  isp = 2xAlT xMgM^(1/2) xAlM^(1/2)
-  nhc = xFeT xAlM
-  ihc = 2xAlT xFeM^(1/2) xAlM^(1/2)
-  nmt = xFeT xFe3M
-  imt = 2xFe3T xFeM^(1/2) xFe3M^(1/2)
-  pcr = xMgT xCrM
-  usp = 2xFeT xFeM^(1/2) xTiM^(1/2)
-
- non-ideality by van laar
-  W(nsp,isp) = -6.7
-  W(nsp,nhc) = 3.6
-  W(nsp,ihc) = -9.8
-  W(nsp,nmt) = 43.2
-  W(nsp,imt) = 49.5
-  W(nsp,pcr) = -38.4 - 0.08 P
-  W(nsp,usp) = 40
-  W(isp,nhc) = 2.7
-  W(isp,ihc) = -3.5
-  W(isp,nmt) = 36.8
-  W(isp,imt) = 20.7
-  W(isp,pcr) = -21.6 - 0.08 P
-  W(isp,usp) = 38.2
-  W(nhc,ihc) = -6
-  W(nhc,nmt) = 17.5
-  W(nhc,imt) = 51.6
-  W(nhc,pcr) = -53.8
-  W(nhc,usp) = 25.7
-  W(ihc,nmt) = -4.1
-  W(ihc,imt) = 10
-  W(ihc,pcr) = -38.8
-  W(ihc,usp) = 21
-  W(nmt,imt) = 18.1
-  W(nmt,pcr) = 12.1
-  W(nmt,usp) = 5.2
-  W(imt,pcr) = -8.7
-  W(imt,usp) = 21.5
-  W(pcr,usp) = 15
-
-  v(nsp) = 1
-  v(isp) = 1
-  v(nhc) = 1
-  v(ihc) = 1
-  v(nmt) = 1
-  v(imt) = 1
-  v(pcr) = 1
-  v(usp) = 0.9
-
- "make" end-members
-  nsp = o-sp
-  isp = o-sp + 23.5 - 0.005763 T  (od)
-  nhc = o-herc
-  ihc = o-herc + 23.6 - 0.005763 T  (od)
-  nmt = e-mt + 0 + 0.005763 T  (od)
-  imt = e-mt + 0.3  (od)
-  pcr = picr
-
-#
- =================================================================
- Spinel: FMATOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- coded by axe attack on 04 December 2015
-
- E-m  Formula                          Mixing sites
-                T                         M
-                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti
- nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel
- isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
- nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
- ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
- nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
- imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite
- pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite
- usp  Fe2TiO4   0     1     0     0       0     1     0     0     0     1    - ulvospinel
-
- x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
- y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
- c -> xCrM
- t -> 2 xTiM
- Q1 -> -xMgM + xMgT    - order variable
- Q2 -> -xFeM + xFeT    - order variable
- Q3 -> -xFe3M + xFe3T  - order variable
- --------------------------------------------------
-#
-
- xyz variables set to zero: c(mt)  
-
- starting guesses
-  x(mt) = 0.54864
-  y(mt) = 0.15566
-  t(mt) = 9.1612e-5
-  Q1(mt) = 0.30334  range -1 <> 1  order variable
-  Q2(mt) = 0.17476  range -1 <> 1  order variable
-  Q3(mt) = 0.0034623  range -1 <> 1  order variable
-
- site fractions
-   xMgT = 1/3 + 1/3 t - 1/3 x + 2/3 Q1 + (-1/3 t) x
-   xFeT = 1/3 x + 2/3 Q2 + 1/3 t x
-   xAlT = 2/3 - 1/3 t - 2/3 Q1 - 2/3 Q2 - 2/3 Q3 - 2/3 y + 2/3 t y
-   xFe3T = 2/3 Q3 + 2/3 y + (-2/3 t) y
-   xMgM = 1/3 - 1/3 Q1 + 1/3 t - 1/3 x + (-1/3 t) x
-   xFeM = -1/3 Q2 + 1/3 x + 1/3 t x
-   xAlM = 2/3 + 1/3 Q1 + 1/3 Q2 + 1/3 Q3 - 2/3 y - 5/6 t + 2/3 t y
-   xFe3M = -1/3 Q3 + 2/3 y + (-2/3 t) y
-   xTiM = 1/2 t
-
- proportions
-   nsp = 1/3 + 1/3 t - 1/3 x + 2/3 Q1 + (-1/3 t) x
-   isp = 2/3 - 2/3 Q1 + 2/3 t - 2/3 x + (-2/3 t) x
-   nhc = 1/3 x - 1/3 y - t + 2/3 Q2 + 2/3 Q3 + 1/3 t x + 1/3 t y
-   ihc = -t - 2/3 Q2 - 2/3 Q3 + 2/3 x - 2/3 y + 2/3 t x + 2/3 t y
-   nmt = 1/3 y - 2/3 Q3 + (-1/3 t) y
-   imt = 2/3 Q3 + 2/3 y + (-2/3 t) y
-   usp = t
-
- ideal mixing activities
-  nsp = xMgT xAlM
-  isp = 2xAlT xMgM^(1/2) xAlM^(1/2)
-  nhc = xFeT xAlM
-  ihc = 2xAlT xFeM^(1/2) xAlM^(1/2)
-  nmt = xFeT xFe3M
-  imt = 2xFe3T xFeM^(1/2) xFe3M^(1/2)
-  usp = 2xFeT xFeM^(1/2) xTiM^(1/2)
-
- non-ideality by van laar
-  W(nsp,isp) = -6.7
-  W(nsp,nhc) = 3.6
-  W(nsp,ihc) = -9.8
-  W(nsp,nmt) = 43.2
-  W(nsp,imt) = 49.5
-  W(nsp,usp) = 40
-  W(isp,nhc) = 2.7
-  W(isp,ihc) = -3.5
-  W(isp,nmt) = 36.8
-  W(isp,imt) = 20.7
-  W(isp,usp) = 38.2
-  W(nhc,ihc) = -6
-  W(nhc,nmt) = 17.5
-  W(nhc,imt) = 51.6
-  W(nhc,usp) = 25.7
-  W(ihc,nmt) = -4.1
-  W(ihc,imt) = 10
-  W(ihc,usp) = 21
-  W(nmt,imt) = 18.1
-  W(nmt,usp) = 5.2
-  W(imt,usp) = 21.5
-
-  v(nsp) = 1
-  v(isp) = 1
-  v(nhc) = 1
-  v(ihc) = 1
-  v(nmt) = 1
-  v(imt) = 1
-  v(usp) = 0.9
-
- "make" end-members
-  nsp = o-sp
-  isp = o-sp + 23.5 - 0.005763 T  (od)
-  nhc = o-herc
-  ihc = o-herc + 23.6 - 0.005763 T  (od)
-  nmt = e-mt + 0 + 0.005763 T  (od)
-  imt = e-mt + 0.3  (od)
-
-#
- =================================================================
- olivine: CFMS
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
-  E-m    Formula	   Mixing sites
-                     M1            M2
-                     Mg    Fe      Mg    Fe    Ca
- mont    CaMgSiO4    1     0       0     0     1
- fa      Fe2SiO4     0     1       0     1     0
- fo      Mg2SiO4     1     0       1     0     0
- cfm     MgFeSiO4    1     0       0     1     0   - ordered intermediate
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- c -> xCaM2
- Q -> x - xFeM1/(xFeM1 + xMgM1)   - order variable
-
- --------------------------------------------------
-#
-
- starting guesses
-  x(ol) = 0.34109
-  c(ol) = 0.0067864
-  Q(ol) = 0.0010078  order variable
-
- site fractions
-   xMgM1 = 1 + Q - x
-   xFeM1 = -Q + x
-   xMgM2 = 1 - c - Q - x + c x
-   xFeM2 = Q + x + (-c) x
-   xCaM2 = c
-
- proportions
-   mnt = c
-   fa = -Q + x
-   fo = 1 - c - Q - x + c x
-   cfm = 2Q + (-c) x
-
- ideal mixing activities
-  mnt = xMgM1 xCaM2
-  fa = xFeM1 xFeM2
-  fo = xMgM1 xMgM2
-  cfm = xMgM1 xFeM2
-
- non-ideality by symmetric formalism
-  W(mnt,fa) = 24
-  W(mnt,fo) = 38
-  W(mnt,cfm) = 24
-  W(fa,fo) = 9
-  W(fa,cfm) = 4.5
-  W(fo,cfm) = 4.5
-
- "make" end-members
-  mnt = mont
-  cfm = 1/2 fa + 1/2 fo
-
-#
- =================================================================
- Clinopyroxene: KNCFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- *modified 2019 TJBH
-
- E-m   Formula                             Mixing sites
-                        M1                        M2                    T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na  K     Si  Al
- di    CaMgSi2O6        1   0   0   0   0   0     0   0   1   0   0     2   0
- cfs   Fe2Si2O6         0   1   0   0   0   0     0   1   0   0   0     2   0
- cats  CaAl2SiO6        0   0   1   0   0   0     0   0   1   0   0     1   1
- crdi  CaCrAlSiO6       0   0   0   0   1   0     0   0   1   0   0     1   1
- cess  CaFeAlSiO6       0   0   0   1   0   0     0   0   1   0   0     1   1
- cbuf  Ca1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   0   0   1   0   0     1   1
- jd    NaAlSi2O6        0   0   1   0   0   0     0   0   0   1   0     2   0
- cen   Mg2Si2O6         1   0   0   0   0   0     1   0   0   0   0     2   0
- cfm   MgFeSi2O6        1   0   0   0   0   0     0   1   0   0   0     2   0     - ordered intermediate
- kjd   KAlSi2O6         0   0   1   0   0   0     0   0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- o -> xFeM2 + xMgM2
- n -> xNaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)         - order variable
- f -> xFe3M1
- c -> xCrM1
- t -> xTiM1
- k -> xKM2
- --------------------------------------------------
-#
-
- starting guesses
-  x(cpx) = 0.22719
-  y(cpx) = 0.084214
-  o(cpx) = 0.072587
-  n(cpx) = 0.13099
-  Q(cpx) = -0.028513  range -1 <> 1  order variable
-  f(cpx) = 0.095186
-  cr(cpx) = 0.00070911
-  t(cpx) = 0.042775
-  k(cpx) = 0.033946
-
- site fractions
-   xMgM1 = 1 - k - n - Q + t - x - y + k Q + n Q + (-Q) t + k x + n x + (-t) x + Q y + x y
-   xFeM1 = Q + x + (-k) Q + (-n) Q + Q t + (-k) x + (-n) x + t x + (-Q) y + (-x) y
-   xAlM1 = -cr - f + k + n + y - 2t
-   xFe3M1 = f
-   xCrM1 = cr
-   xTiM1 = t
-   xMgM2 = o + Q + (-k) Q + (-n) Q + Q t + (-o) x + (-Q) y
-   xFeM2 = -Q + k Q + n Q + (-Q) t + o x + Q y
-   xCaM2 = 1 - k - n - o
-   xNaM2 = n
-   xKM2 = k
-   xSiT = 1 - 1/2 y
-   xAlT = 1/2 y
-
- proportions
-   di = 1 - k - n - o - y
-   cfs = Q + x + (-k) Q + (-n) Q + Q t + (-k) x + (-n) x + t x + (-Q) y + (-x) y
-   cats = -cr - f + y - 2t
-   crdi = cr
-   cess = f
-   cbuf = 2t
-   jd = n
-   cen = o + Q + (-k) Q + (-n) Q + Q t + (-o) x + (-Q) y
-   cfm = -x - 2Q + 2k Q + 2n Q + (-2Q) t + k x + n x + o x + (-t) x + 2Q y + x y
-   kjd = k
-
- ideal mixing activities
-  di = xMgM1 xCaM2 xSiT^(1/2)
-  cfs = xFeM1 xFeM2 xSiT^(1/2)
-  cats = 1.4142 xAlM1 xCaM2 xSiT^(1/4) xAlT^(1/4)
-  crdi = 1.4142 xCrM1 xCaM2 xSiT^(1/4) xAlT^(1/4)
-  cess = 1.4142 xFe3M1 xCaM2 xSiT^(1/4) xAlT^(1/4)
-  cbuf = 2.8284 xMgM1^(1/2) xTiM1^(1/2) xCaM2 xSiT^(1/4) xAlT^(1/4)
-  jd = xAlM1 xNaM2 xSiT^(1/2)
-  cen = xMgM1 xMgM2 xSiT^(1/2)
-  cfm = xMgM1 xFeM2 xSiT^(1/2)
-  kjd = xAlM1 xKM2 xSiT^(1/2)
-
- non-ideality by van laar
-  W(di,cfs) = 25.8 - 0.03 P
-  W(di,cats) = 13 - 0.06 P
-  W(di,crdi) = 8
-  W(di,cess) = 8
-  W(di,cbuf) = 8
-  W(di,jd) = 26
-  W(di,cen) = 29.8 - 0.03 P
-  W(di,cfm) = 20.6 - 0.03 P
-  W(di,kjd) = 26
-  W(cfs,cats) = 25 - 0.1 P
-  W(cfs,crdi) = 38.3
-  W(cfs,cess) = 43.3
-  W(cfs,cbuf) = 20.5
-  W(cfs,jd) = 24
-  W(cfs,cen) = 2.3
-  W(cfs,cfm) = 3.5
-  W(cfs,kjd) = 24
-  W(cats,crdi) = 2
-  W(cats,cess) = 2
-  W(cats,cbuf) = 6.5
-  W(cats,jd) = 6
-  W(cats,cen) = 45.2 - 0.35 P
-  W(cats,cfm) = 27 - 0.1 P
-  W(cats,kjd) = 6
-  W(crdi,cess) = 2
-  W(crdi,cbuf) = 5.5
-  W(crdi,jd) = 3
-  W(crdi,cen) = 52.3
-  W(crdi,cfm) = 40.3
-  W(crdi,kjd) = 3
-  W(cess,cbuf) = 7
-  W(cess,jd) = 3
-  W(cess,cen) = 57.3
-  W(cess,cfm) = 45.3
-  W(cess,kjd) = 3
-  W(cbuf,jd) = 17
-  W(cbuf,cen) = 20
-  W(cbuf,cfm) = 22
-  W(cbuf,kjd) = 16
-  W(jd,cen) = 40
-  W(jd,cfm) = 26
-  W(jd,kjd) = 30
-  W(cen,cfm) = 4
-  W(cen,kjd) = 40
-  W(cfm,kjd) = 40
-
-  v(di) = 1.2
-  v(cfs) = 1
-  v(cats) = 1.9
-  v(crdi) = 1.9
-  v(cess) = 1.9
-  v(cbuf) = 1.9
-  v(jd) = 1.2
-  v(cen) = 1
-  v(cfm) = 1
-  v(kjd) = 1.2
-
- "make" end-members
-  cfs = fs + 2.1 - 0.002 T + 0.045 P  (tran)
-  crdi = e-cats + kos - jd + 5.42
-  cess = e-cats + acm - jd - 2.99
-  cbuf = e-cats + 1/2 per + 1/2 ru - 1/2 cor - 21.58 - 0.0012 T + 0.249 P
-  cen = en + 3.5 - 0.002 T + 0.048 P  (tran)
-  cfm = 1/2 en + 1/2 fs - 1.6 - 0.002 T + 0.0465 P  (od)
-  kjd = jd - abh + e-san + 9.78 + 0.6 P  (make)
-
-#
- -------------------------------------------------
- ilmenite
- Full disorder new model TJBH 2019
-
-         A                         B
-         Fe    Ti    Fe3   Mg      Fe    Ti    Fe3   Mg
- oilm    1     0     0     0       0     1     0     0
- dilm    1/2   1/2   0     0       1/2   1/2   0     0
- hem     0     0     1     0       0     0     1     0
- ogk     0     0     0     1       0     1     0     0
- dgk     0     1/2   0     1/2     0     1/2   0     1/2
-
- i -> 1 - xFe3A
-
-             xMgA + xMgB
- m -> -------------------------
-      xFeA + xFeB + xMgA + xMgB
-
- Q -> xFeA - xFeB
-
- Qt -> -xTiA + xTiB
- -------------------------------------------------
-#
-
- starting guesses
-  i(ilm) = 0.93840
-  m(ilm) = 0.26327
-  Q(ilm) = 0.53234  order variable
-  Qt(ilm) = 0.76943  order variable
-
- site fractions
-   xFeA = 1/2 i + 1/2 Q + (-1/2 i) m
-   xTiA = 1/2 i - 1/2 Qt
-   xFe3A = 1 - i
-   xMgA = -1/2 Q + 1/2 Qt + 1/2 i m
-   xFeB = 1/2 i - 1/2 Q + (-1/2 i) m
-   xTiB = 1/2 i + 1/2 Qt
-   xFe3B = 1 - i
-   xMgB = 1/2 Q - 1/2 Qt + 1/2 i m
-
- proportions
-   oilm = Q
-   dilm = i - Q + (-i) m
-   hm = 1 - i
-   ogk = -Q + Qt
-   dgk = Q - Qt + i m
-
- ideal mixing activities
-  oilm = xFeA^(1/2) xTiB^(1/2)
-  dilm = 2xFeA^(1/4) xTiA^(1/4) xFeB^(1/4) xTiB^(1/4)
-  hm = xFe3A^(1/2) xFe3B^(1/2)
-  ogk = xMgA^(1/2) xTiB^(1/2)
-  dgk = 2xTiA^(1/4) xMgA^(1/4) xTiB^(1/4) xMgB^(1/4)
-
- non-ideality by symmetric formalism
-  W(oilm,dilm) = 7.05
-  W(oilm,hm) = 14.3
-  W(oilm,ogk) = -7.6
-  W(oilm,dgk) = 0.6
-  W(dilm,hm) = 7.25
-  W(dilm,ogk) = -5.5
-  W(dilm,dgk) = -2.2
-  W(hm,ogk) = 12.5
-  W(hm,dgk) = 2.7
-  W(ogk,dgk) = 8.3
-
- "make" end-members
-  oilm = o-ilm
-  dilm = d-ilm
-  hm = e-hem
-  ogk = o-geik
-  dgk = d-geik
-
-#
- -------------------------------------------------
- ternary OD ne
-
-         A1                  A2                  T2
-         Na    K     Ca      Na    K     v       Al    Si    Fe3
- neN     3     0     0       1     0     0       4     0     0
- neS     3     0     0       0     0     1       3     1     0
- neK     0     3     0       0     1     0       4     0     0
- neO     3     0     0       0     1     0       4     0     0
- neC     2     0     1       0     0     1       4     0     0
- neF     3     0     0       1     0     0       0     0     4
-
- s -> xvA2
-
-               3 xKA1 + xKA2
- k -> -------------------------------
-      3 xKA1 + xKA2 + 3 xNaA1 + xNaA2
-
- Q -> -xKA1 + xKA2
-
- f -> xFe3T2
-
- c -> xCaA1
- -------------------------------------------------
-#
-
- starting guesses
-  s(ness) = 0.14154
-  k(ness) = 0.88498
-  Q(ness) = 0.0062085  range -1 <> 1  order variable
-  f(ness) = 0.00011827
-  c(ness) = 0.0059435
-
- site fractions
-   xNaA1 = 1 + 1/4 Q - c - k + 3/4 c k + 1/4 k s
-   xKA1 = -1/4 Q + k + (-3/4 c) k + (-1/4 k) s
-   xCaA1 = c
-   xNaA2 = 1 - k - s - 3/4 Q + 3/4 c k + 1/4 k s
-   xKA2 = k + 3/4 Q + (-3/4 c) k + (-1/4 k) s
-   xvA2 = s
-   xAlT2 = 1 - 1/4 s - f + 3/4 c
-   xSiT2 = 1/4 s - 3/4 c
-   xFe3T2 = f
-
- proportions
-   neN = 1 - f - k - s - 3/4 Q + 3/4 c k + 1/4 k s
-   neS = s - 3c
-   neK = -1/4 Q + k + (-3/4 c) k + (-1/4 k) s
-   neO = Q
-   neC = 3c
-   neF = f
-
- ideal mixing activities
-  neN = xNaA1^3 xNaA2 xAlT2^2
-  neS = 3.0792 xNaA1^3 xvA2 xAlT2^(3/2) xSiT2^(1/2)
-  neK = xKA1^3 xKA2 xAlT2^2
-  neO = xNaA1^3 xKA2 xAlT2^2
-  neC = 6.7500 xNaA1^2 xCaA1 xvA2 xAlT2^2
-  neF = xNaA1^3 xNaA2 xFe3T2^2
-
- non-ideality by van laar
-  W(neN,neS) = 21.9 - 0.92 P
-  W(neN,neK) = 112.8 - 0.03 P
-  W(neN,neO) = 11.4 - 0.03 P
-  W(neN,neC) = 22
-  W(neN,neF) = 0
-  W(neS,neK) = 79.7
-  W(neS,neO) = 25.2
-  W(neS,neC) = 5
-  W(neS,neF) = 23
-  W(neK,neO) = 59.4 + 0.17 P
-  W(neK,neC) = 100
-  W(neK,neF) = 80
-  W(neO,neC) = 50
-  W(neO,neF) = 13
-  W(neC,neF) = 27
-
-  v(neN) = 1.187
-  v(neS) = 1
-  v(neK) = 1
-  v(neO) = 0.995
-  v(neC) = 1
-  v(neF) = 1
-
- "make" end-members
-  neN = 4 e-ne + 0.45 + 0.004 T  (make)
-  neS = 3 e-ne + 2 trd - 20.6 + 0.002 T - 0.145 P  (make)
-  neK = 4 kls + 1.2 - 0.0005 T + 0.008 P  (make)
-  neO = 3 e-ne + kls - 1.1 - 0.07 P  (make)
-  neC = 2 e-ne + e-an
-  neF = 4 e-ne + 4 acm - 4 jd + 167  (make)
-
-#
- -------------------------------------------------
- ternary OD ne
-
-         A1                  A2                  T2
-         Na    K     Ca      Na    K     v       Al    Si    Fe3
- neN     3     0     0       1     0     0       4     0     0
- neS     3     0     0       0     0     1       3     1     0
- neK     0     3     0       0     1     0       4     0     0
- neO     3     0     0       0     1     0       4     0     0
- neC     2     0     1       0     0     1       4     0     0
- neF     3     0     0       1     0     0       0     0     4
-
- s -> xvA2
-
-               3 xKA1 + xKA2
- k -> -------------------------------
-      3 xKA1 + xKA2 + 3 xNaA1 + xNaA2
-
- Q -> -xKA1 + xKA2
-
- f -> xFe3T2
-
- c -> xCaA1
- -------------------------------------------------
-#
-
- starting guesses
-  s(nesk) = 0.16535
-  k(nesk) = 0.80000
-  Q(nesk) = 0.50482  range -1 <> 1  order variable
-  f(nesk) = 0.00026815
-  c(nesk) = 0.013832
-
- site fractions
-   xNaA1 = 1 + 1/4 Q - c - k + 3/4 c k + 1/4 k s
-   xKA1 = -1/4 Q + k + (-3/4 c) k + (-1/4 k) s
-   xCaA1 = c
-   xNaA2 = 1 - k - s - 3/4 Q + 3/4 c k + 1/4 k s
-   xKA2 = k + 3/4 Q + (-3/4 c) k + (-1/4 k) s
-   xvA2 = s
-   xAlT2 = 1 - 1/4 s - f + 3/4 c
-   xSiT2 = 1/4 s - 3/4 c
-   xFe3T2 = f
-
- proportions
-   neN = 1 - f - k - s - 3/4 Q + 3/4 c k + 1/4 k s
-   neS = s - 3c
-   neK = -1/4 Q + k + (-3/4 c) k + (-1/4 k) s
-   neO = Q
-   neC = 3c
-   neF = f
-
- ideal mixing activities
-  neN = xNaA1^3 xNaA2 xAlT2^2
-  neS = 3.0792 xNaA1^3 xvA2 xAlT2^(3/2) xSiT2^(1/2)
-  neK = xKA1^3 xKA2 xAlT2^2
-  neO = xNaA1^3 xKA2 xAlT2^2
-  neC = 6.7500 xNaA1^2 xCaA1 xvA2 xAlT2^2
-  neF = xNaA1^3 xNaA2 xFe3T2^2
-
- non-ideality by van laar
-  W(neN,neS) = 21.9 - 0.92 P
-  W(neN,neK) = 112.8 - 0.03 P
-  W(neN,neO) = 11.4 - 0.03 P
-  W(neN,neC) = 22
-  W(neN,neF) = 0
-  W(neS,neK) = 79.7
-  W(neS,neO) = 25.2
-  W(neS,neC) = 5
-  W(neS,neF) = 23
-  W(neK,neO) = 59.4 + 0.17 P
-  W(neK,neC) = 100
-  W(neK,neF) = 80
-  W(neO,neC) = 50
-  W(neO,neF) = 13
-  W(neC,neF) = 27
-
-  v(neN) = 1.187
-  v(neS) = 1
-  v(neK) = 1
-  v(neO) = 0.995
-  v(neC) = 1
-  v(neF) = 1
-
- "make" end-members
-  neN = 4 e-ne + 0.45 + 0.004 T  (make)
-  neS = 3 e-ne + 2 trd - 20.6 + 0.002 T - 0.145 P  (make)
-  neK = 4 kls + 1.2 - 0.0005 T + 0.008 P  (make)
-  neO = 3 e-ne + kls - 1.1 - 0.07 P  (make)
-  neC = 2 e-ne + e-an
-  neF = 4 e-ne + 4 acm - 4 jd + 167  (make)
-
-#
- ==================  leucite ========================
- leucite
-#
-
- starting guesses
-  n(lc) = 0.061652
-
- site fractions
-   xNaA = n
-   xKA = 1 - n
-
- proportions
-   nlc = n
-   klc = 1 - n
-
- ideal mixing activities
-  nlc = xNaA
-  klc = xKA
-
- non-ideality by van laar
-  W(nlc,klc) = 14.5
-
-  v(nlc) = 0.95
-  v(klc) = 1
-
- "make" end-members
-  nlc = e-lc + e-ab - e-san + 16.6
-  klc = e-lc
-
-#
- ==================  kalsilite ========================
- kalsilite
-#
-
- starting guesses
-  k(kls) = 0.99000
-
- site fractions
-   xKA = k
-   xNaA = 1 - k
-
- proportions
-   nks = 1 - k
-   kls = k
-
- ideal mixing activities
-  nks = xNaA
-  kls = xKA
-
- non-ideality by van laar
-  W(nks,kls) = 14.4 - 0.06 P
-
-  v(nks) = 1.235
-  v(kls) = 1
-
- "make" end-members
-  nks = e-ne + 3.17 + 0.0025 T - 0.115 P
-
-
diff --git a/ref_database/TC_634/tc-ns-wet-it.txt b/ref_database/TC_634/tc-ns-wet-it.txt
deleted file mode 100644
index 4f7e4747..00000000
--- a/ref_database/TC_634/tc-ns-wet-it.txt
+++ /dev/null
@@ -1,2118 +0,0 @@
-#
- ====================================================================
- IGNEOUS SET in NCKFMASHTOCr
-
- checked and uploaded 13-12-2019 by ecrg
- (see 0_version_notes.txt)
-
- use with tc-ds633.txt
-          tc350 and upwards
-
- File history:
- - first provided as tc-KNCFMASTOCr.txt via
-   Tim Holland's website, June 2018
- - updated Apr2019 to correct minor inconsistencies
-   between system files
- - reformatted Dec 2019 by ecrg:
-   - tc350-compatibility
-   - Cbar1 and Ibar plag are now named plc, pli, for
-     consistency among files; users can use samecoding
-     script to rename preferred one as pl.
- - New TJBH 2019 model
- - Includes ab, an, kf, en interior species.
- - Includes new 2020 ternary plag model
- - Includes updated ilm spinel models, and Ti in melt
-
- phases: liq pl spn g ol opx cpx ilm ksp
- ====================================================================
-#
-#
- ==================   sl-wo-fo-fa-an-ne-ab-q melt   ========================
-#
-
- xyz variables set to zero: ek(L)  
-
- starting guesses
-  wo(L) = 0.0036222
-  sl(L) = 0.0017427
-  fo(L) = 0.00047230
-  fa(L) = 0.0021487
-  ne(L) = 0.20586
-  hm(L) = 0.0073959
-  ti(L) = 0.0050028
-  ks(L) = 0.091352
-  h2o(L) = 0.42038
-  yan(L) = 0.0011378  order variable
-  yab(L) = 0.22343  order variable
-  yen(L) = 0.0050112  order variable
-  ykf(L) = 0.047927  order variable
-
- site fractions
-   pq = 1 - wo - sl - ne - fa - fo - hm - ti - ks - h2o + yan (1 - fa - fo - hm - ne - ks - sl - ti - wo - h2o) + 2/3 yab (-fa - fo - hm - ne - ks - sl - ti - wo - h2o) + 1/6 yen (-3 + fa + fo + hm + ne + ks + sl + ti + wo + h2o) + 2/3 ykf (-fa - fo�
-   psl = sl + yan sl + 2/3 yab sl + (-1/6 yen) sl + 2/3 ykf sl + (-yan)
-   pwo = wo + yan wo + 2/3 yab wo + (-1/6 yen) wo + 2/3 ykf wo + (-yan)
-   pne = ne + yan ne + 2/3 yab ne + 2/3 ykf ne + (-yab) + (-1/6 yen) ne
-   phm = hm + yan hm + 2/3 yab hm + 2/3 ykf hm + (-1/6 yen) hm
-   pti = ti + yan ti + 2/3 yab ti + (-1/6 yen) ti + 2/3 ykf ti
-   pks = ks + yan ks + 2/3 yab ks + (-1/6 yen) ks + 2/3 ykf ks + (-ykf)
-   pab = yab
-   pan = yan
-   pen = yen
-   pkf = ykf
-   pol = fo + fa + yan (fo + fa) + 2/3 yab (fo + fa) + 2/3 ykf (fo + fa) + (-1/6 yen) (fo + fa) + (-1/2 yen)
-   sumF = 1 - h2o + (-2/3 yab) h2o + (-2/3 ykf) h2o + 1/6 yen h2o + (-yan) h2o
-   mgM = 4fo
-   feM = 4fa
-   CaM = wo
-   AlM = sl
-   sumM = 4fo + 4fa + sl + wo
-   xh = h2o
-   xv = 1 - h2o
-
- proportions
-   q3L = 1 - wo - sl - ne - fa - fo - hm - ti - ks - h2o + yan (1 - fa - fo - hm - ne - ks - sl - ti - wo - h2o) + 2/3 yab (-fa - fo - hm - ne - ks - sl - ti - wo - h2o) + 1/6 yen (-3 + fa + fo + hm + ne + ks + sl + ti + wo + h2o) + 2/3 ykf (-fa - fo�
-   sl1L = sl + yan sl + 2/3 yab sl + (-1/6 yen) sl + 2/3 ykf sl + (-yan)
-   wo1L = wo + yan wo + 2/3 yab wo + (-1/6 yen) wo + 2/3 ykf wo + (-yan)
-   fo2L = fo + yan fo + 2/3 yab fo + (-1/6 yen) fo + 2/3 ykf fo + (-1/2 yen)
-   fa2L = fa + yan fa + 2/3 yab fa + 2/3 ykf fa + (-1/6 yen) fa
-   ne1L = ne + yan ne + 2/3 yab ne + 2/3 ykf ne + (-yab) + (-1/6 yen) ne
-   hmL = hm + yan hm + 2/3 yab hm + 2/3 ykf hm + (-1/6 yen) hm
-   tiL = ti + yan ti + 2/3 yab ti + (-1/6 yen) ti + 2/3 ykf ti
-   ks1L = ks + yan ks + 2/3 yab ks + (-1/6 yen) ks + 2/3 ykf ks + (-ykf)
-   anL = yan
-   ab1L = yab
-   enL = yen
-   kfL = ykf
-   h2o1L = h2o + yan h2o + 2/3 yab h2o + (-1/6 yen) h2o + 2/3 ykf h2o
-
- ideal mixing activities
-  q3L = xv^2 sumF^-1 pq
-  sl1L = xv^2 sumF^-1 psl AlM sumM^-1
-  wo1L = xv^2 sumF^-1 pwo CaM sumM^-1
-  fo2L = xv^2 sumF^-1 pol mgM^4 sumM^-4
-  fa2L = xv^2 sumF^-1 pol feM^4 sumM^-4
-  ne1L = xv^2 sumF^-1 pne
-  hmL = xv^2 sumF^-1 phm
-  tiL = xv^2 sumF^-1 pti
-  ks1L = xv^2 sumF^-1 pks
-  anL = xv^2 sumF^-1 pan
-  ab1L = xv^2 sumF^-1 pab
-  enL = xv^2 sumF^-1 pen
-  kfL = xv^2 sumF^-1 pkf
-  h2o1L = xh^2
-
- non-ideality by van laar
-  W(q3L,sl1L) = 11.2 - 0.1 P
-  W(q3L,wo1L) = 14.7
-  W(q3L,fo2L) = 44.7 - 0.54 P
-  W(q3L,fa2L) = 4.6 - 0.56 P
-  W(q3L,ne1L) = 10.9
-  W(q3L,hmL) = 19.8
-  W(q3L,tiL) = 32
-  W(q3L,ks1L) = -1.9 + 0.07 P
-  W(q3L,anL) = -13.2 + 0.02 P
-  W(q3L,ab1L) = 0.3
-  W(q3L,enL) = 34.6 - 0.41 P
-  W(q3L,kfL) = -5.1 - 0.48 P
-  W(q3L,h2o1L) = 18.4 - 1.39 P
-  W(sl1L,wo1L) = -26 + 0.84 P
-  W(sl1L,fo2L) = 6.8 - 0.15 P
-  W(sl1L,fa2L) = 2.3
-  W(sl1L,ne1L) = 16.6
-  W(sl1L,hmL) = -4.8
-  W(sl1L,tiL) = 14 - 0.03 P
-  W(sl1L,ks1L) = 3.3 + 0.02 P
-  W(sl1L,anL) = 2.2
-  W(sl1L,ab1L) = 0
-  W(sl1L,enL) = 1.4 + 0.01 P
-  W(sl1L,kfL) = 4.4
-  W(sl1L,h2o1L) = 13.9 - 0.96 P
-  W(wo1L,fo2L) = 31.4 + 0.04 P
-  W(wo1L,fa2L) = 24.4
-  W(wo1L,ne1L) = -2.2 - 0.02 P
-  W(wo1L,hmL) = 0.6
-  W(wo1L,tiL) = 9.7 + 0.03 P
-  W(wo1L,ks1L) = 7.6 + 0.03 P
-  W(wo1L,anL) = 9.4
-  W(wo1L,ab1L) = 5.8
-  W(wo1L,enL) = 13.3 + 0.09 P
-  W(wo1L,kfL) = 9.5
-  W(wo1L,h2o1L) = 22.7 - 1.11 P
-  W(fo2L,fa2L) = 17.7 - 0.21 P
-  W(fo2L,ne1L) = 2.3 + 0.02 P
-  W(fo2L,hmL) = -0.4
-  W(fo2L,tiL) = 2.5 - 0.16 P
-  W(fo2L,ks1L) = 11.4
-  W(fo2L,anL) = -3.2 - 0.02 P
-  W(fo2L,ab1L) = 1.9
-  W(fo2L,enL) = 1.4 + 0.36 P
-  W(fo2L,kfL) = -3.5
-  W(fo2L,h2o1L) = 22.4 - 1.73 P
-  W(fa2L,ne1L) = 7.5 - 0.05 P
-  W(fa2L,hmL) = -30.2
-  W(fa2L,tiL) = -10.2 + 0.02 P
-  W(fa2L,ks1L) = 8.2
-  W(fa2L,anL) = -6.5
-  W(fa2L,ab1L) = 0.6
-  W(fa2L,enL) = 2.9
-  W(fa2L,kfL) = -5.9
-  W(fa2L,h2o1L) = 19.7 - 1.52 P
-  W(ne1L,hmL) = 9.2
-  W(ne1L,tiL) = 10.8 + 0.14 P
-  W(ne1L,ks1L) = 4
-  W(ne1L,anL) = 8.2
-  W(ne1L,ab1L) = -2.2 + 0.12 P
-  W(ne1L,enL) = 2.6
-  W(ne1L,kfL) = -3.5 + 0.09 P
-  W(ne1L,h2o1L) = -10.8 + 0.02 P
-  W(hmL,tiL) = -3
-  W(hmL,ks1L) = 9.8
-  W(hmL,anL) = -0.4
-  W(hmL,ab1L) = 0.7
-  W(hmL,enL) = -1.2
-  W(hmL,kfL) = 0.7
-  W(hmL,h2o1L) = 57.6 - 0.66 P
-  W(tiL,ks1L) = 2.6
-  W(tiL,anL) = -3.8
-  W(tiL,ab1L) = -0.6
-  W(tiL,enL) = 16.3
-  W(tiL,kfL) = -6.9
-  W(tiL,h2o1L) = 29 - 0.6 P
-  W(ks1L,anL) = -8.2
-  W(ks1L,ab1L) = 0.5
-  W(ks1L,enL) = -3
-  W(ks1L,kfL) = 33.3 + 0.42 P
-  W(ks1L,h2o1L) = -54.9 + 2.62 P
-  W(anL,ab1L) = 0.2
-  W(anL,enL) = 0
-  W(anL,kfL) = 0
-  W(anL,h2o1L) = -50.3 - 0.19 P
-  W(ab1L,enL) = 0
-  W(ab1L,kfL) = 9.3
-  W(ab1L,h2o1L) = -29.4 - 0.29 P
-  W(enL,kfL) = 0
-  W(enL,h2o1L) = 4.3 - 0.18 P
-  W(kfL,h2o1L) = -1.5 - 0.85 P
-
-  v(q3L) = 100
-  v(sl1L) = 145
-  v(wo1L) = 145
-  v(fo2L) = 200
-  v(fa2L) = 100
-  v(ne1L) = 100
-  v(hmL) = 50
-  v(tiL) = 50
-  v(ks1L) = 100
-  v(anL) = 100
-  v(ab1L) = 100
-  v(enL) = 100
-  v(kfL) = 100
-  v(h2o1L) = 85
-
- "make" end-members
-  q3L = 3 qL - 0.3 - 0.057 P
-  sl1L = silL + 8.27 - 0.355 P
-  wo1L = woL + 0.13 - 0.098 P
-  fo2L = 2 foL + 8.63 - 0.182 P
-  fa2L = 2 faL + 17.14 - 0.024 P
-  ne1L = neL + 4.61 - 0.146 P
-  hmL = 1/2 hemL + 3.88 - 0.027 P
-  tiL = ruL + 0.62 - 0.259 P
-  ks1L = ksL - 0.84 - 0.021 P
-  anL = woL + silL - 28.06 + 0.018 P
-  ab1L = abL + 6.5 - 0.131 P
-  enL = foL + qL - 18.31 - 0.365 P
-  kfL = kspL + 6.6 - 0.081 P
-  h2o1L = h2oL + 10.29 - 0.0039 T + 0.00016 P  (mod)
-
-#
- =================================================================
- Aqueous fluid: KNCFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology 59, 881-900.
-
- All end-members except H2O mix together on one "site" as simple
- molecular mixing units. H2O occupies a second mixing unit with
- its entropic contribution doubled.
-
- Compositional variables simply represent the proportions of
- corresponding mixing units.
-
- End-members other than H2O are constructed by modifying the
- properties of "melt end-members". However the model does not allow
- for complete solution between silicate melt and aqueous fluid.
- --------------------------------------------------
-#
-
- starting guesses
-  ne(fl) = 0.0020000
-  ks(fl) = 0.0020000
-  h2o(fl) = 0.95000
-
- site fractions
-   pq = 1 - ne - ks - h2o
-   pne = ne
-   pks = ks
-   ph2o = h2o
-   fac = 1 - h2o
-
- proportions
-   qfL = 1 - ne - ks - h2o
-   nefL = ne
-   ksfL = ks
-   H2O = h2o
-
- ideal mixing activities
-  qfL = fac pq
-  nefL = fac pne
-  ksfL = fac pks
-  H2O = ph2o^2
-
- non-ideality by symmetric formalism
-  W(qfL,nefL) = 0
-  W(qfL,ksfL) = 0
-  W(qfL,H2O) = 74.8 - 0.93 P
-  W(nefL,ksfL) = 0
-  W(nefL,H2O) = 46.7 - 0.8 P
-  W(ksfL,H2O) = 79.3 - 1.44 P
-
- "make" end-members
-  qfL = 3 qL + 10.38 - 0.115 P  (make)
-  nefL = neL + 13.89 - 0.36 P  (make)
-  ksfL = ksL + 59.68 - 0.935 P  (make)
-
-#
-
-----------------------------------------------------
- 4Tplag feldspar
-
-         A                   TB
-         Na    Ca    K       Al    Si
- ab      1     0     0       1     3
- san     0     0     1       1     3
- an      0     1     0       2     2
-
- ca -> xCaA
-
- k -> xKA
- -------------------------------------------------
-#
-
- starting guesses
-  ca(pl) = 0.22328
-  k(pl) = 0.032004
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4 ca
-   xSiTB = 3/4 - 1/4 ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548 xNaA xAlTB^(1/4) xSiTB^(3/4)
-  an = 2xCaA xAlTB^(1/2) xSiTB^(1/2)
-  san = 1.7548 xKA xAlTB^(1/4) xSiTB^(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935 T - 0.04 P
-  W(ab,san) = 24.1 - 0.00957 T + 0.338 P
-  W(an,san) = 48.5 - 0.13 P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-#
-----------------------------------------------------
- 4Tplag feldspar
-
-         A                   TB
-         Na    Ca    K       Al    Si
- ab      1     0     0       1     3
- san     0     0     1       1     3
- an      0     1     0       2     2
-
- ca -> xCaA
-
- k -> xKA
- -------------------------------------------------
-#
-
- starting guesses
-  ca(ksp) = 0.0072681
-  k(ksp) = 0.32066
-
- site fractions
-   xNaA = 1 - ca - k
-   xCaA = ca
-   xKA = k
-   xAlTB = 1/4 + 1/4 ca
-   xSiTB = 3/4 - 1/4 ca
-
- proportions
-   ab = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  ab = 1.7548 xNaA xAlTB^(1/4) xSiTB^(3/4)
-  an = 2xCaA xAlTB^(1/2) xSiTB^(1/2)
-  san = 1.7548 xKA xAlTB^(1/4) xSiTB^(3/4)
-
- non-ideality by van laar
-  W(ab,an) = 14.6 - 0.00935 T - 0.04 P
-  W(ab,san) = 24.1 - 0.00957 T + 0.338 P
-  W(an,san) = 48.5 - 0.13 P
-
-  v(ab) = 0.674
-  v(an) = 0.55
-  v(san) = 1
-
-#
- =================================================================
- Spinel: FMATOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- coded by axe attack on 04 December 2015
-
- E-m  Formula                          Mixing sites
-                T                         M
-                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti
- nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel
- isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
- nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
- ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
- nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
- imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite
- pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite
- usp  Fe2TiO4   0     1     0     0       0     1     0     0     0     1    - ulvospinel
-
- x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
- y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
- c -> xCrM
- t -> 2 xTiM
- Q1 -> -xMgM + xMgT    - order variable
- Q2 -> -xFeM + xFeT    - order variable
- Q3 -> -xFe3M + xFe3T  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(sp) = 0.10000
-  y(sp) = 0.050000
-  c(sp) = 0.050000
-  t(sp) = 0.050000
-  Q1(sp) = 0.20000  order variable
-  Q2(sp) = 0.20000  order variable
-  Q3(sp) = 0.20000  order variable
-
- site fractions
-   xMgT = 1/3 + 1/3 t - 1/3 x + 2/3 Q1 + (-1/3 t) x
-   xFeT = 1/3 x + 2/3 Q2 + 1/3 t x
-   xAlT = 2/3 - 1/3 t - 2/3 Q1 - 2/3 Q2 - 2/3 Q3 - 2/3 y + 2/3 c y + 2/3 t y
-   xFe3T = 2/3 Q3 + 2/3 y + (-2/3 c) y + (-2/3 t) y
-   xMgM = 1/3 - 1/3 Q1 + 1/3 t - 1/3 x + (-1/3 t) x
-   xFeM = -1/3 Q2 + 1/3 x + 1/3 t x
-   xAlM = 2/3 + 1/3 Q1 + 1/3 Q2 + 1/3 Q3 - c - 2/3 y - 5/6 t + 2/3 c y + 2/3 t y
-   xFe3M = -1/3 Q3 + 2/3 y + (-2/3 c) y + (-2/3 t) y
-   xCrM = c
-   xTiM = 1/2 t
-
- proportions
-   nsp = 1/3 + 1/3 t - 1/3 x - c + 2/3 Q1 + (-1/3 t) x
-   isp = 2/3 - 2/3 Q1 + 2/3 t - 2/3 x + (-2/3 t) x
-   nhc = 1/3 x - 1/3 y - t + 2/3 Q2 + 2/3 Q3 + 1/3 t x + 1/3 c y + 1/3 t y
-   ihc = -t - 2/3 Q2 - 2/3 Q3 + 2/3 x - 2/3 y + 2/3 t x + 2/3 c y + 2/3 t y
-   nmt = 1/3 y - 2/3 Q3 + (-1/3 c) y + (-1/3 t) y
-   imt = 2/3 Q3 + 2/3 y + (-2/3 c) y + (-2/3 t) y
-   pcr = c
-   usp = t
-
- ideal mixing activities
-  nsp = xMgT xAlM
-  isp = 2xAlT xMgM^(1/2) xAlM^(1/2)
-  nhc = xFeT xAlM
-  ihc = 2xAlT xFeM^(1/2) xAlM^(1/2)
-  nmt = xFeT xFe3M
-  imt = 2xFe3T xFeM^(1/2) xFe3M^(1/2)
-  pcr = xMgT xCrM
-  usp = 2xFeT xFeM^(1/2) xTiM^(1/2)
-
- non-ideality by van laar
-  W(nsp,isp) = -6.7
-  W(nsp,nhc) = 3.6
-  W(nsp,ihc) = -9.8
-  W(nsp,nmt) = 43.2
-  W(nsp,imt) = 49.5
-  W(nsp,pcr) = -38.4 - 0.08 P
-  W(nsp,usp) = 40
-  W(isp,nhc) = 2.7
-  W(isp,ihc) = -3.5
-  W(isp,nmt) = 36.8
-  W(isp,imt) = 20.7
-  W(isp,pcr) = -21.6 - 0.08 P
-  W(isp,usp) = 38.2
-  W(nhc,ihc) = -6
-  W(nhc,nmt) = 17.5
-  W(nhc,imt) = 51.6
-  W(nhc,pcr) = -53.8
-  W(nhc,usp) = 25.7
-  W(ihc,nmt) = -4.1
-  W(ihc,imt) = 10
-  W(ihc,pcr) = -38.8
-  W(ihc,usp) = 21
-  W(nmt,imt) = 18.1
-  W(nmt,pcr) = 12.1
-  W(nmt,usp) = 5.2
-  W(imt,pcr) = -8.7
-  W(imt,usp) = 21.5
-  W(pcr,usp) = 15
-
-  v(nsp) = 1
-  v(isp) = 1
-  v(nhc) = 1
-  v(ihc) = 1
-  v(nmt) = 1
-  v(imt) = 1
-  v(pcr) = 1
-  v(usp) = 0.9
-
- "make" end-members
-  nsp = o-sp
-  isp = o-sp + 23.5 - 0.005763 T  (od)
-  nhc = o-herc
-  ihc = o-herc + 23.6 - 0.005763 T  (od)
-  nmt = e-mt + 0 + 0.005763 T  (od)
-  imt = e-mt + 0.3  (od)
-  pcr = picr
-
-#
- =================================================================
- Spinel: FMATOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
- coded by axe attack on 04 December 2015
-
- E-m  Formula                          Mixing sites
-                T                         M
-                Mg    Fe    Al    Fe3     Mg    Fe    Al    Fe3   Cr    Ti
- nsp  MgAl2O4   1     0     0     0       0     0     2     0     0     0    - ordered spinel
- isp  MgAl2O4   0     0     1     0       1     0     1     0     0     0    - inverse spinel
- nhc  FeAl2O4   0     1     0     0       0     0     2     0     0     0    - ordered hercynite
- ihc  FeAl2O4   0     0     1     0       0     1     1     0     0     0    - inverse hercynite
- nmt  Fe3O4     0     1     0     0       0     0     0     2     0     0    - ordered magnetite
- imt  Fe3O4     0     0     0     1       0     1     0     1     0     0    - inverse magnetite
- pcr  MgCr2O4   1     0     0     0       0     0     0     0     2     0    - ordered picrochromite
- usp  Fe2TiO4   0     1     0     0       0     1     0     0     0     1    - ulvospinel
-
- x -> (2 xFeM + xFeT)/(2 xFeM + xFeT + 2 xMgM + xMgT)
- y -> (2 xFe3M + xFe3T)/(2 xAlM + xAlT + 2 xFe3M + xFe3T)
- c -> xCrM
- t -> 2 xTiM
- Q1 -> -xMgM + xMgT    - order variable
- Q2 -> -xFeM + xFeT    - order variable
- Q3 -> -xFe3M + xFe3T  - order variable
- --------------------------------------------------
-#
-
- xyz variables set to zero: c(mt)  
-
- starting guesses
-  x(mt) = 0.97246
-  y(mt) = 0.98003
-  t(mt) = 0.0057593
-  Q1(mt) = 0.026589  range -1 <> 1  order variable
-  Q2(mt) = -0.19247  range -1 <> 1  order variable
-  Q3(mt) = 0.13170  range -1 <> 1  order variable
-
- site fractions
-   xMgT = 1/3 + 1/3 t - 1/3 x + 2/3 Q1 + (-1/3 t) x
-   xFeT = 1/3 x + 2/3 Q2 + 1/3 t x
-   xAlT = 2/3 - 1/3 t - 2/3 Q1 - 2/3 Q2 - 2/3 Q3 - 2/3 y + 2/3 t y
-   xFe3T = 2/3 Q3 + 2/3 y + (-2/3 t) y
-   xMgM = 1/3 - 1/3 Q1 + 1/3 t - 1/3 x + (-1/3 t) x
-   xFeM = -1/3 Q2 + 1/3 x + 1/3 t x
-   xAlM = 2/3 + 1/3 Q1 + 1/3 Q2 + 1/3 Q3 - 2/3 y - 5/6 t + 2/3 t y
-   xFe3M = -1/3 Q3 + 2/3 y + (-2/3 t) y
-   xTiM = 1/2 t
-
- proportions
-   nsp = 1/3 + 1/3 t - 1/3 x + 2/3 Q1 + (-1/3 t) x
-   isp = 2/3 - 2/3 Q1 + 2/3 t - 2/3 x + (-2/3 t) x
-   nhc = 1/3 x - 1/3 y - t + 2/3 Q2 + 2/3 Q3 + 1/3 t x + 1/3 t y
-   ihc = -t - 2/3 Q2 - 2/3 Q3 + 2/3 x - 2/3 y + 2/3 t x + 2/3 t y
-   nmt = 1/3 y - 2/3 Q3 + (-1/3 t) y
-   imt = 2/3 Q3 + 2/3 y + (-2/3 t) y
-   usp = t
-
- ideal mixing activities
-  nsp = xMgT xAlM
-  isp = 2xAlT xMgM^(1/2) xAlM^(1/2)
-  nhc = xFeT xAlM
-  ihc = 2xAlT xFeM^(1/2) xAlM^(1/2)
-  nmt = xFeT xFe3M
-  imt = 2xFe3T xFeM^(1/2) xFe3M^(1/2)
-  usp = 2xFeT xFeM^(1/2) xTiM^(1/2)
-
- non-ideality by van laar
-  W(nsp,isp) = -6.7
-  W(nsp,nhc) = 3.6
-  W(nsp,ihc) = -9.8
-  W(nsp,nmt) = 43.2
-  W(nsp,imt) = 49.5
-  W(nsp,usp) = 40
-  W(isp,nhc) = 2.7
-  W(isp,ihc) = -3.5
-  W(isp,nmt) = 36.8
-  W(isp,imt) = 20.7
-  W(isp,usp) = 38.2
-  W(nhc,ihc) = -6
-  W(nhc,nmt) = 17.5
-  W(nhc,imt) = 51.6
-  W(nhc,usp) = 25.7
-  W(ihc,nmt) = -4.1
-  W(ihc,imt) = 10
-  W(ihc,usp) = 21
-  W(nmt,imt) = 18.1
-  W(nmt,usp) = 5.2
-  W(imt,usp) = 21.5
-
-  v(nsp) = 1
-  v(isp) = 1
-  v(nhc) = 1
-  v(ihc) = 1
-  v(nmt) = 1
-  v(imt) = 1
-  v(usp) = 0.9
-
- "make" end-members
-  nsp = o-sp
-  isp = o-sp + 23.5 - 0.005763 T  (od)
-  nhc = o-herc
-  ihc = o-herc + 23.6 - 0.005763 T  (od)
-  nmt = e-mt + 0 + 0.005763 T  (od)
-  imt = e-mt + 0.3  (od)
-
-#
- =================================================================
- garnet: CFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- modified TJBH 2019 for knor
-
- E-m    Formula                     Mixing sites
-                            M1            M2
-                            Mg  Fe  Ca    Al  Cr  Fe3 Mg  Ti
- py    Mg3Al2Si3O12         3   0   0     2   0   0   0   0
- alm   Fe3Al2Si3O12         0   3   0     2   0   0   0   0
- gr    Ca3Al2Si3O12         0   0   3     2   0   0   0   0
- kho   Mg3Fe2Si3O12         3   0   0     0   0   2   0   0
- knr   Mg3Cr2Si3O12         3   0   0     0   2   0   0   0
- tig   Mg3.5AlTi0.5Si3O12   3   0   0     1   0   0   1/2 1/2
-
- x -> xFeM1/(xFeM1 + xMgM1)
- c -> xCaM1
- f -> xFe3M2
- cr -> xCrM2
- t -> xTiM2
- --------------------------------------------------
-#
-
- xyz variables set to zero: cr(g)  
-
- starting guesses
-  x(g) = 0.30000
-  c(g) = 0.20000
-  f(g) = 0.010000
-  t(g) = 0.0010000
-
- site fractions
-   xMgM1 = 1 - c - x + c x
-   xFeM1 = x + (-c) x
-   xCaM1 = c
-   xAlM2 = 1 - f - 2t
-   xFe3M2 = f
-   xMgM2 = t
-   xTiM2 = t
-
- proportions
-   py = 1 - c - f - x - 4t + c x
-   alm = x + (-c) x
-   gr = c
-   kho = f
-   tig = 4t
-
- ideal mixing activities
-  py = xMgM1^3 xAlM2^2
-  alm = xFeM1^3 xAlM2^2
-  gr = xCaM1^3 xAlM2^2
-  kho = xMgM1^3 xFe3M2^2
-  tig = 8xMgM1^3 xAlM2 xMgM2^(1/2) xTiM2^(1/2)
-
- non-ideality by van laar
-  W(py,alm) = 4 + 0.1 P
-  W(py,gr) = 45.9 - 0.01 T + 0.04 P
-  W(py,kho) = 5
-  W(py,tig) = 0
-  W(alm,gr) = 17 - 0.01 T + 0.1 P
-  W(alm,kho) = -10.7 + 0.031 P
-  W(alm,tig) = 0
-  W(gr,kho) = -96.5 - 0.01 T + 0.23 P
-  W(gr,tig) = 0
-  W(kho,tig) = 0
-
-  v(py) = 1
-  v(alm) = 1
-  v(gr) = 2.5
-  v(kho) = 1
-  v(tig) = 1
-
- "make" end-members
-  kho = andr - gr + py + 79.2 - 0.111 P  (make)
-  tig = py + 1/2 per + 1/2 ru - 1/2 cor + 52.2 - 0.0173 T  (make)
-
-#
- =================================================================
- olivine: CFMS
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
-
-  E-m    Formula	   Mixing sites
-                     M1            M2
-                     Mg    Fe      Mg    Fe    Ca
- mont    CaMgSiO4    1     0       0     0     1
- fa      Fe2SiO4     0     1       0     1     0
- fo      Mg2SiO4     1     0       1     0     0
- cfm     MgFeSiO4    1     0       0     1     0   - ordered intermediate
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- c -> xCaM2
- Q -> x - xFeM1/(xFeM1 + xMgM1)   - order variable
-
- --------------------------------------------------
-#
-
- starting guesses
-  x(ol) = 0.10000
-  c(ol) = 0.0020000
-  Q(ol) = 0.010000  order variable
-
- site fractions
-   xMgM1 = 1 + Q - x
-   xFeM1 = -Q + x
-   xMgM2 = 1 - c - Q - x + c x
-   xFeM2 = Q + x + (-c) x
-   xCaM2 = c
-
- proportions
-   mnt = c
-   fa = -Q + x
-   fo = 1 - c - Q - x + c x
-   cfm = 2Q + (-c) x
-
- ideal mixing activities
-  mnt = xMgM1 xCaM2
-  fa = xFeM1 xFeM2
-  fo = xMgM1 xMgM2
-  cfm = xMgM1 xFeM2
-
- non-ideality by symmetric formalism
-  W(mnt,fa) = 24
-  W(mnt,fo) = 38
-  W(mnt,cfm) = 24
-  W(fa,fo) = 9
-  W(fa,cfm) = 4.5
-  W(fo,cfm) = 4.5
-
- "make" end-members
-  mnt = mont
-  cfm = 1/2 fa + 1/2 fo
-
-#
- =================================================================
- Orthopyroxene: NCFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- *modified 2019 TJBH
-
- E-m   Formula                         Mixing sites
-                        M1                        M2                T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na    Si  Al
- en    Mg2Si2O6         1   0   0   0   0   0     1   0   0   0     2   0
- fs    Fe2Si2O6         0   1   0   0   0   0     0   1   0   0     2   0
- fm    MgFeSi2O6        1   0   0   0   0   0     0   1   0   0     2   0   - ordered intermediate
- odi   CaMgSi2O6        1   0   0   0   0   0     0   0   1   0     2   0
- mgts  MgAl2SiO6        0   0   1   0   0   0     1   0   0   0     1   1
- cren  MgCrAlSiO6       0   0   0   0   1   0     1   0   0   0     1   1
- obuf  Mg1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   1   0   0   0     1   1
- mess  MgFeAlSiO6       0   0   0   1   0   0     1   0   0   0     1   1
- ojd   NaAlSi2O6        0   0   1   0   0   0     0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- c -> xCaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)  - order variable
- f -> xFe3M1
- t -> xTiM1
- cr -> xCrM1
- j -> xNaM2
- --------------------------------------------------
-#
-
- xyz variables set to zero: cr(opx)  
-
- starting guesses
-  x(opx) = 0.65717
-  y(opx) = 0.022044
-  c(opx) = 0.013272
-  Q(opx) = -0.16400  range -1 <> 1  order variable
-  f(opx) = 0.032043
-  t(opx) = 3.0551e-5
-  j(opx) = 0.021146
-
- site fractions
-   xMgM1 = 1 - j - Q + t - x - y + j Q + (-Q) t + j x + (-t) x + Q y + x y
-   xFeM1 = Q + x + (-j) Q + Q t + (-j) x + t x + (-Q) y + (-x) y
-   xAlM1 = -f + j + y - 2t
-   xFe3M1 = f
-   xTiM1 = t
-   xMgM2 = 1 - c - j + Q - x + (-j) Q + Q t + c x + j x + (-Q) y
-   xFeM2 = -Q + x + j Q + (-Q) t + (-c) x + (-j) x + Q y
-   xCaM2 = c
-   xNaM2 = j
-   xSiT = 1 - 1/2 y
-   xAlT = 1/2 y
-
- proportions
-   en = 1 - c - j + Q - x - y + (-j) Q + Q t + c x + j x + (-Q) y
-   fs = Q + x + (-j) Q + Q t + (-j) x + t x + (-Q) y + (-x) y
-   fm = -2Q + 2j Q + (-2Q) t + (-c) x + (-t) x + 2Q y + x y
-   odi = c
-   mgts = -f + y - 2t
-   obuf = 2t
-   mess = f
-   ojd = j
-
- ideal mixing activities
-  en = xMgM1 xMgM2 xSiT^(1/2)
-  fs = xFeM1 xFeM2 xSiT^(1/2)
-  fm = xMgM1 xFeM2 xSiT^(1/2)
-  odi = xMgM1 xCaM2 xSiT^(1/2)
-  mgts = 1.4142 xAlM1 xMgM2 xSiT^(1/4) xAlT^(1/4)
-  obuf = 2.8284 xMgM1^(1/2) xTiM1^(1/2) xMgM2 xSiT^(1/4) xAlT^(1/4)
-  mess = 1.4142 xFe3M1 xMgM2 xSiT^(1/4) xAlT^(1/4)
-  ojd = xAlM1 xNaM2 xSiT^(1/2)
-
- non-ideality by van laar
-  W(en,fs) = 5.2
-  W(en,fm) = 1.7
-  W(en,odi) = 29 + 0.15 P
-  W(en,mgts) = 12.5 - 0.04 P
-  W(en,obuf) = 6
-  W(en,mess) = 8
-  W(en,ojd) = 35
-  W(fs,fm) = 5
-  W(fs,odi) = 25 + 0.08 P
-  W(fs,mgts) = 11 - 0.15 P
-  W(fs,obuf) = 6.5
-  W(fs,mess) = 10
-  W(fs,ojd) = 35
-  W(fm,odi) = 21 + 0.08 P
-  W(fm,mgts) = 15 - 0.15 P
-  W(fm,obuf) = 7.5
-  W(fm,mess) = 12
-  W(fm,ojd) = 35
-  W(odi,mgts) = 75.5 - 0.84 P
-  W(odi,obuf) = 37
-  W(odi,mess) = 20
-  W(odi,ojd) = 35
-  W(mgts,obuf) = 10.5
-  W(mgts,mess) = 2
-  W(mgts,ojd) = 7
-  W(obuf,mess) = 6
-  W(obuf,ojd) = 20
-  W(mess,ojd) = -11
-
-  v(en) = 1
-  v(fs) = 1
-  v(fm) = 1
-  v(odi) = 1.2
-  v(mgts) = 1
-  v(obuf) = 1
-  v(mess) = 1
-  v(ojd) = 1.2
-
- "make" end-members
-  fm = 1/2 en + 1/2 fs - 6.6  (od)
-  odi = di + 2.6 + 0.005 P  (tran)
-  obuf = mgts + 1/2 per + 1/2 ru - 1/2 cor - 3.82 - 0.0051 T + 0.37 P
-  mess = mgts + acm - jd + 0.12 - 0.089 P
-  ojd = jd + 18.49
-
-#
- =================================================================
- Clinopyroxene: KNCFMASTOCr
-
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- *modified 2019 TJBH
-
- E-m   Formula                             Mixing sites
-                        M1                        M2                    T*
-                        Mg  Fe  Al  Fe3 Cr  Ti    Mg  Fe  Ca  Na  K     Si  Al
- di    CaMgSi2O6        1   0   0   0   0   0     0   0   1   0   0     2   0
- cfs   Fe2Si2O6         0   1   0   0   0   0     0   1   0   0   0     2   0
- cats  CaAl2SiO6        0   0   1   0   0   0     0   0   1   0   0     1   1
- crdi  CaCrAlSiO6       0   0   0   0   1   0     0   0   1   0   0     1   1
- cess  CaFeAlSiO6       0   0   0   1   0   0     0   0   1   0   0     1   1
- cbuf  Ca1.5AlTi0.5SiO6 1/2 0   0   0   0   1/2   0   0   1   0   0     1   1
- jd    NaAlSi2O6        0   0   1   0   0   0     0   0   0   1   0     2   0
- cen   Mg2Si2O6         1   0   0   0   0   0     1   0   0   0   0     2   0
- cfm   MgFeSi2O6        1   0   0   0   0   0     0   1   0   0   0     2   0     - ordered intermediate
- kjd   KAlSi2O6         0   0   1   0   0   0     0   0   0   0   1     2   0
- *use 1/4 entropy of mixing from T-site
-
- x -> (xFeM1 + xFeM2)/(xFeM1 + xFeM2 + xMgM1 + xMgM2)
- y -> 2 xAlT
- o -> xFeM2 + xMgM2
- n -> xNaM2
- Q -> -x + xFeM1/(xFeM1 + xMgM1)         - order variable
- f -> xFe3M1
- c -> xCrM1
- t -> xTiM1
- k -> xKM2
- --------------------------------------------------
-#
-
- xyz variables set to zero: cr(cpx)  
-
- starting guesses
-  x(cpx) = 0.67042
-  y(cpx) = 2.0951e-6
-  o(cpx) = 0.098948
-  n(cpx) = 0.67494
-  Q(cpx) = -0.061981  range -1 <> 1  order variable
-  f(cpx) = 0.53201
-  t(cpx) = 0.027847
-  k(cpx) = 0.011737
-
- site fractions
-   xMgM1 = 1 - k - n - Q + t - x - y + k Q + n Q + (-Q) t + k x + n x + (-t) x + Q y + x y
-   xFeM1 = Q + x + (-k) Q + (-n) Q + Q t + (-k) x + (-n) x + t x + (-Q) y + (-x) y
-   xAlM1 = -f + k + n + y - 2t
-   xFe3M1 = f
-   xTiM1 = t
-   xMgM2 = o + Q + (-k) Q + (-n) Q + Q t + (-o) x + (-Q) y
-   xFeM2 = -Q + k Q + n Q + (-Q) t + o x + Q y
-   xCaM2 = 1 - k - n - o
-   xNaM2 = n
-   xKM2 = k
-   xSiT = 1 - 1/2 y
-   xAlT = 1/2 y
-
- proportions
-   di = 1 - k - n - o - y
-   cfs = Q + x + (-k) Q + (-n) Q + Q t + (-k) x + (-n) x + t x + (-Q) y + (-x) y
-   cats = -f + y - 2t
-   cess = f
-   cbuf = 2t
-   jd = n
-   cen = o + Q + (-k) Q + (-n) Q + Q t + (-o) x + (-Q) y
-   cfm = -x - 2Q + 2k Q + 2n Q + (-2Q) t + k x + n x + o x + (-t) x + 2Q y + x y
-   kjd = k
-
- ideal mixing activities
-  di = xMgM1 xCaM2 xSiT^(1/2)
-  cfs = xFeM1 xFeM2 xSiT^(1/2)
-  cats = 1.4142 xAlM1 xCaM2 xSiT^(1/4) xAlT^(1/4)
-  cess = 1.4142 xFe3M1 xCaM2 xSiT^(1/4) xAlT^(1/4)
-  cbuf = 2.8284 xMgM1^(1/2) xTiM1^(1/2) xCaM2 xSiT^(1/4) xAlT^(1/4)
-  jd = xAlM1 xNaM2 xSiT^(1/2)
-  cen = xMgM1 xMgM2 xSiT^(1/2)
-  cfm = xMgM1 xFeM2 xSiT^(1/2)
-  kjd = xAlM1 xKM2 xSiT^(1/2)
-
- non-ideality by van laar
-  W(di,cfs) = 25.8 - 0.03 P
-  W(di,cats) = 13 - 0.06 P
-  W(di,cess) = 8
-  W(di,cbuf) = 8
-  W(di,jd) = 26
-  W(di,cen) = 29.8 - 0.03 P
-  W(di,cfm) = 20.6 - 0.03 P
-  W(di,kjd) = 26
-  W(cfs,cats) = 25 - 0.1 P
-  W(cfs,cess) = 43.3
-  W(cfs,cbuf) = 20.5
-  W(cfs,jd) = 24
-  W(cfs,cen) = 2.3
-  W(cfs,cfm) = 3.5
-  W(cfs,kjd) = 24
-  W(cats,cess) = 2
-  W(cats,cbuf) = 6.5
-  W(cats,jd) = 6
-  W(cats,cen) = 45.2 - 0.35 P
-  W(cats,cfm) = 27 - 0.1 P
-  W(cats,kjd) = 6
-  W(cess,cbuf) = 7
-  W(cess,jd) = 3
-  W(cess,cen) = 57.3
-  W(cess,cfm) = 45.3
-  W(cess,kjd) = 3
-  W(cbuf,jd) = 17
-  W(cbuf,cen) = 20
-  W(cbuf,cfm) = 22
-  W(cbuf,kjd) = 16
-  W(jd,cen) = 40
-  W(jd,cfm) = 26
-  W(jd,kjd) = 30
-  W(cen,cfm) = 4
-  W(cen,kjd) = 40
-  W(cfm,kjd) = 40
-
-  v(di) = 1.2
-  v(cfs) = 1
-  v(cats) = 1.9
-  v(cess) = 1.9
-  v(cbuf) = 1.9
-  v(jd) = 1.2
-  v(cen) = 1
-  v(cfm) = 1
-  v(kjd) = 1.2
-
- "make" end-members
-  cfs = fs + 2.1 - 0.002 T + 0.045 P  (tran)
-  cess = e-cats + acm - jd - 2.99
-  cbuf = e-cats + 1/2 per + 1/2 ru - 1/2 cor - 21.58 - 0.0012 T + 0.249 P
-  cen = en + 3.5 - 0.002 T + 0.048 P  (tran)
-  cfm = 1/2 en + 1/2 fs - 1.6 - 0.002 T + 0.0465 P  (od)
-  kjd = jd - abh + e-san + 10.08 + 0.6 P  (make)
-
-#
- -------------------------------------------------
- ilmenite
- Full disorder new model TJBH 2019
-
-         A                         B
-         Fe    Ti    Fe3   Mg      Fe    Ti    Fe3   Mg
- oilm    1     0     0     0       0     1     0     0
- dilm    1/2   1/2   0     0       1/2   1/2   0     0
- hem     0     0     1     0       0     0     1     0
- ogk     0     0     0     1       0     1     0     0
- dgk     0     1/2   0     1/2     0     1/2   0     1/2
-
- i -> 1 - xFe3A
-
-             xMgA + xMgB
- m -> -------------------------
-      xFeA + xFeB + xMgA + xMgB
-
- Q -> xFeA - xFeB
-
- Qt -> -xTiA + xTiB
- -------------------------------------------------
-#
-
- starting guesses
-  i(ilm) = 0.95020
-  m(ilm) = 0.088124
-  Q(ilm) = 0.67525  order variable
-  Qt(ilm) = 0.75562  order variable
-
- site fractions
-   xFeA = 1/2 i + 1/2 Q + (-1/2 i) m
-   xTiA = 1/2 i - 1/2 Qt
-   xFe3A = 1 - i
-   xMgA = -1/2 Q + 1/2 Qt + 1/2 i m
-   xFeB = 1/2 i - 1/2 Q + (-1/2 i) m
-   xTiB = 1/2 i + 1/2 Qt
-   xFe3B = 1 - i
-   xMgB = 1/2 Q - 1/2 Qt + 1/2 i m
-
- proportions
-   oilm = Q
-   dilm = i - Q + (-i) m
-   hm = 1 - i
-   ogk = -Q + Qt
-   dgk = Q - Qt + i m
-
- ideal mixing activities
-  oilm = xFeA^(1/2) xTiB^(1/2)
-  dilm = 2xFeA^(1/4) xTiA^(1/4) xFeB^(1/4) xTiB^(1/4)
-  hm = xFe3A^(1/2) xFe3B^(1/2)
-  ogk = xMgA^(1/2) xTiB^(1/2)
-  dgk = 2xTiA^(1/4) xMgA^(1/4) xTiB^(1/4) xMgB^(1/4)
-
- non-ideality by symmetric formalism
-  W(oilm,dilm) = 7.05
-  W(oilm,hm) = 14.3
-  W(oilm,ogk) = -7.6
-  W(oilm,dgk) = 0.6
-  W(dilm,hm) = 7.25
-  W(dilm,ogk) = -5.5
-  W(dilm,dgk) = -2.2
-  W(hm,ogk) = 12.5
-  W(hm,dgk) = 2.7
-  W(ogk,dgk) = 8.3
-
- "make" end-members
-  oilm = o-ilm
-  dilm = d-ilm
-  hm = e-hem
-  ogk = o-geik
-  dgk = d-geik
-
-#
- -------------------------------------------------
- hematite
- Full disorder new model TJBH 2019
-
-         A                         B
-         Fe    Ti    Fe3   Mg      Fe    Ti    Fe3   Mg
- oilm    1     0     0     0       0     1     0     0
- dilm    1/2   1/2   0     0       1/2   1/2   0     0
- hem     0     0     1     0       0     0     1     0
- ogk     0     0     0     1       0     1     0     0
- dgk     0     1/2   0     1/2     0     1/2   0     1/2
-
- i -> 1 - xFe3A
-
-             xMgA + xMgB
- m -> -------------------------
-      xFeA + xFeB + xMgA + xMgB
-
- Q -> xFeA - xFeB
-
- Qt -> -xTiA + xTiB
- -------------------------------------------------
-#
-
- starting guesses
-  i(hem) = 0.10000
-  m(hem) = 0.0010000
-  Q(hem) = 0.10000  order variable
-  Qt(hem) = 0.10000  order variable
-
- site fractions
-   xFeA = 1/2 i + 1/2 Q + (-1/2 i) m
-   xTiA = 1/2 i - 1/2 Qt
-   xFe3A = 1 - i
-   xMgA = -1/2 Q + 1/2 Qt + 1/2 i m
-   xFeB = 1/2 i - 1/2 Q + (-1/2 i) m
-   xTiB = 1/2 i + 1/2 Qt
-   xFe3B = 1 - i
-   xMgB = 1/2 Q - 1/2 Qt + 1/2 i m
-
- proportions
-   oilm = Q
-   dilm = i - Q + (-i) m
-   hm = 1 - i
-   ogk = -Q + Qt
-   dgk = Q - Qt + i m
-
- ideal mixing activities
-  oilm = xFeA^(1/2) xTiB^(1/2)
-  dilm = 2xFeA^(1/4) xTiA^(1/4) xFeB^(1/4) xTiB^(1/4)
-  hm = xFe3A^(1/2) xFe3B^(1/2)
-  ogk = xMgA^(1/2) xTiB^(1/2)
-  dgk = 2xTiA^(1/4) xMgA^(1/4) xTiB^(1/4) xMgB^(1/4)
-
- non-ideality by symmetric formalism
-  W(oilm,dilm) = 7.05
-  W(oilm,hm) = 14.3
-  W(oilm,ogk) = -7.6
-  W(oilm,dgk) = 0.6
-  W(dilm,hm) = 7.25
-  W(dilm,ogk) = -5.5
-  W(dilm,dgk) = -2.2
-  W(hm,ogk) = 12.5
-  W(hm,dgk) = 2.7
-  W(ogk,dgk) = 8.3
-
- "make" end-members
-  oilm = o-ilm
-  dilm = d-ilm
-  hm = e-hem
-  ogk = o-geik
-  dgk = d-geik
-
-#
- -------------------------------------------------
- ternary OD ne
-
-         A1                  A2                  T2
-         Na    K     Ca      Na    K     v       Al    Si    Fe3
- neN     3     0     0       1     0     0       4     0     0
- neS     3     0     0       0     0     1       3     1     0
- neK     0     3     0       0     1     0       4     0     0
- neO     3     0     0       0     1     0       4     0     0
- neC     2     0     1       0     0     1       4     0     0
- neF     3     0     0       1     0     0       0     0     4
-
- s -> xvA2
-
-               3 xKA1 + xKA2
- k -> -------------------------------
-      3 xKA1 + xKA2 + 3 xNaA1 + xNaA2
-
- Q -> -xKA1 + xKA2
-
- f -> xFe3T2
-
- c -> xCaA1
- -------------------------------------------------
-#
-
- starting guesses
-  s(ne) = 0.32440
-  k(ne) = 0.20091
-  Q(ne) = 0.32778  order variable
-  f(ne) = 0.0036812
-  c(ne) = 0.0088801
-
- site fractions
-   xNaA1 = 1 + 1/4 Q - c - k + 3/4 c k + 1/4 k s
-   xKA1 = -1/4 Q + k + (-3/4 c) k + (-1/4 k) s
-   xCaA1 = c
-   xNaA2 = 1 - k - s - 3/4 Q + 3/4 c k + 1/4 k s
-   xKA2 = k + 3/4 Q + (-3/4 c) k + (-1/4 k) s
-   xvA2 = s
-   xAlT2 = 1 - 1/4 s - f + 3/4 c
-   xSiT2 = 1/4 s - 3/4 c
-   xFe3T2 = f
-
- proportions
-   neN = 1 - f - k - s - 3/4 Q + 3/4 c k + 1/4 k s
-   neS = s - 3c
-   neK = -1/4 Q + k + (-3/4 c) k + (-1/4 k) s
-   neO = Q
-   neC = 3c
-   neF = f
-
- ideal mixing activities
-  neN = xNaA1^3 xNaA2 xAlT2^2
-  neS = 3.0792 xNaA1^3 xvA2 xAlT2^(3/2) xSiT2^(1/2)
-  neK = xKA1^3 xKA2 xAlT2^2
-  neO = xNaA1^3 xKA2 xAlT2^2
-  neC = 6.7500 xNaA1^2 xCaA1 xvA2 xAlT2^2
-  neF = xNaA1^3 xNaA2 xFe3T2^2
-
- non-ideality by van laar
-  W(neN,neS) = 21.9 - 0.92 P
-  W(neN,neK) = 112.8 - 0.03 P
-  W(neN,neO) = 11.4 - 0.03 P
-  W(neN,neC) = 22
-  W(neN,neF) = 0
-  W(neS,neK) = 79.7
-  W(neS,neO) = 25.2
-  W(neS,neC) = 5
-  W(neS,neF) = 23
-  W(neK,neO) = 59.4 + 0.17 P
-  W(neK,neC) = 100
-  W(neK,neF) = 80
-  W(neO,neC) = 50
-  W(neO,neF) = 13
-  W(neC,neF) = 27
-
-  v(neN) = 1.187
-  v(neS) = 1
-  v(neK) = 1
-  v(neO) = 0.995
-  v(neC) = 1
-  v(neF) = 1
-
- "make" end-members
-  neN = 4 e-ne + 0.45 + 0.004 T  (make)
-  neS = 3 e-ne + 2 trd - 20.6 + 0.002 T - 0.145 P  (make)
-  neK = 4 kls + 1.2 - 0.0005 T + 0.008 P  (make)
-  neO = 3 e-ne + kls - 1.1 + 0.07 P  (make)
-  neC = 2 e-ne + e-an
-  neF = 4 e-ne + 4 acm - 4 jd + 167  (make)
-
-#
- -------------------------------------------------
- ternary OD ne
-
-         A1                  A2                  T2
-         Na    K     Ca      Na    K     v       Al    Si    Fe3
- neN     3     0     0       1     0     0       4     0     0
- neS     3     0     0       0     0     1       3     1     0
- neK     0     3     0       0     1     0       4     0     0
- neO     3     0     0       0     1     0       4     0     0
- neC     2     0     1       0     0     1       4     0     0
- neF     3     0     0       1     0     0       0     0     4
-
- s -> xvA2
-
-               3 xKA1 + xKA2
- k -> -------------------------------
-      3 xKA1 + xKA2 + 3 xNaA1 + xNaA2
-
- Q -> -xKA1 + xKA2
-
- f -> xFe3T2
-
- c -> xCaA1
- -------------------------------------------------
-#
-
- starting guesses
-  s(nek) = 0.11515
-  k(nek) = 0.76744
-  Q(nek) = 0.17417  order variable
-  f(nek) = 0.0044862
-  c(nek) = 0.00042841
-
- site fractions
-   xNaA1 = 1 + 1/4 Q - c - k + 3/4 c k + 1/4 k s
-   xKA1 = -1/4 Q + k + (-3/4 c) k + (-1/4 k) s
-   xCaA1 = c
-   xNaA2 = 1 - k - s - 3/4 Q + 3/4 c k + 1/4 k s
-   xKA2 = k + 3/4 Q + (-3/4 c) k + (-1/4 k) s
-   xvA2 = s
-   xAlT2 = 1 - 1/4 s - f + 3/4 c
-   xSiT2 = 1/4 s - 3/4 c
-   xFe3T2 = f
-
- proportions
-   neN = 1 - f - k - s - 3/4 Q + 3/4 c k + 1/4 k s
-   neS = s - 3c
-   neK = -1/4 Q + k + (-3/4 c) k + (-1/4 k) s
-   neO = Q
-   neC = 3c
-   neF = f
-
- ideal mixing activities
-  neN = xNaA1^3 xNaA2 xAlT2^2
-  neS = 3.0792 xNaA1^3 xvA2 xAlT2^(3/2) xSiT2^(1/2)
-  neK = xKA1^3 xKA2 xAlT2^2
-  neO = xNaA1^3 xKA2 xAlT2^2
-  neC = 6.7500 xNaA1^2 xCaA1 xvA2 xAlT2^2
-  neF = xNaA1^3 xNaA2 xFe3T2^2
-
- non-ideality by van laar
-  W(neN,neS) = 21.9 - 0.92 P
-  W(neN,neK) = 112.8 - 0.03 P
-  W(neN,neO) = 11.4 - 0.03 P
-  W(neN,neC) = 22
-  W(neN,neF) = 0
-  W(neS,neK) = 79.7
-  W(neS,neO) = 25.2
-  W(neS,neC) = 5
-  W(neS,neF) = 23
-  W(neK,neO) = 59.4 + 0.17 P
-  W(neK,neC) = 100
-  W(neK,neF) = 80
-  W(neO,neC) = 50
-  W(neO,neF) = 13
-  W(neC,neF) = 27
-
-  v(neN) = 1.187
-  v(neS) = 1
-  v(neK) = 1
-  v(neO) = 0.995
-  v(neC) = 1
-  v(neF) = 1
-
- "make" end-members
-  neN = 4 e-ne + 0.45 + 0.004 T  (make)
-  neS = 3 e-ne + 2 trd - 20.6 + 0.002 T - 0.145 P  (make)
-  neK = 4 kls + 1.2 - 0.0005 T + 0.008 P  (make)
-  neO = 3 e-ne + kls - 1.1 + 0.07 P  (make)
-  neC = 2 e-ne + e-an
-  neF = 4 e-ne + 4 acm - 4 jd + 167  (make)
-
-#
- ==================  leucite ========================
- leucite
-#
-
- starting guesses
-  n(lc) = 0.10431
-
- site fractions
-   xNaA = n
-   xKA = 1 - n
-
- proportions
-   nlc = n
-   klc = 1 - n
-
- ideal mixing activities
-  nlc = xNaA
-  klc = xKA
-
- non-ideality by van laar
-  W(nlc,klc) = 14.5
-
-  v(nlc) = 0.95
-  v(klc) = 1
-
- "make" end-members
-  nlc = e-lc + e-ab - e-san + 16.6
-  klc = e-lc
-
-#
- ==================  kalsilite ========================
- kalsilite
-#
-
- starting guesses
-  k(kls) = 0.99000
-
- site fractions
-   xKA = k
-   xNaA = 1 - k
-
- proportions
-   nks = 1 - k
-   kls = k
-
- ideal mixing activities
-  nks = xNaA
-  kls = xKA
-
- non-ideality by van laar
-  W(nks,kls) = 14.4 - 0.06 P
-
-  v(nks) = 1.235
-  v(kls) = 1
-
- "make" end-members
-  nks = e-ne + 3.17 + 0.0025 T - 0.115 P
-
-
---------------------------------------
-QFM
-
- single end-member phase: qfm
-
-#
- =================================================================
- clinoamphibole: NCKFMASHTO
-
- Green, ECR, White, RW, Diener, JFA, Powell, R, Holland, TJB &
- Palin, RM (2016). Activity-composition relations for the calculation
- of partial melting equilibria in metabasic rocks.
- Journal of Metamorphic Geology, 34, 845-869.
-
- E-m  Formula                                         Mixing sites
-                              A          M13     M2                M4            T1*      V
-                              v  Na K    Mg Fe   Mg Fe Al Fe3 Ti   Ca Mg Fe Na   Si Al   OH O
- tr   Ca2Mg5Si8O22(OH)2       1  0  0    3  0    2  0  0   0  0    2  0  0  0    4  0    2  0  tremolite
- tsm  Ca2Mg3Al4Si6O22(OH)2    1  0  0    3  0    0  0  2   0  0    2  0  0  0    2  2    2  0  tschermakite
- prgm NaCa2Mg4Al3Si6O22(OH)2  0  1  0    3  0    1  0  1   0  0    2  0  0  0    2  2    2  0  pargasite
- glm  Na2Mg3Al2Si8O22(OH)2    1  0  0    3  0    0  0  2   0  0    0  0  0  2    4  0    2  0  glaucophane
- cumm Mg7Si8O22(OH)2          1  0  0    3  0    2  0  0   0  0    0  2  0  0    4  0    2  0  cummingtonite
- grnm Fe7Si8O22(OH)2          1  0  0    0  3    0  2  0   0  0    0  0  2  0    4  0    2  0  grunerite
- a    Mg3Fe4Si8O22(OH)2       1  0  0    3  0    0  2  0   0  0    0  0  2  0    4  0    2  0  - ordered
- b    Mg2Fe5Si8O22(OH)2       1  0  0    0  3    2  0  0   0  0    0  0  2  0    4  0    2  0  - ordered
- mrb  Na2Mg3Fe2Si8O22(OH)2    1  0  0    3  0    0  0  0   2  0    0  0  0  2    4  0    2  0  magnesio-riebekite
- kprg KCa2Mg4Al3Si6O22(OH)2   0  0  1    3  0    1  0  1   0  0    2  0  0  0    2  2    2  0  K-pargasite
- tts  Ca2Mg3Al2Ti2Si6O24      1  0  0    3  0    0  0  0   0  2    2  0  0  0    2  2    0  2  Ti-tschermakite
- *use 1/4 entropy of mixing from T-site
-
- There is little information with which to estimate delH^formation for
- any of these end-members in the Holland & Powell dataset. The dataset
- value for the end-member tr is assumed to be correct, while the values
- for the other end-members are calibrated relative to this during a-x
- calibration.
-
- x -> (3 xFeM13 + 2 xFeM2 + 2 xFeM4)/(3 xFeM13 + 2 xFeM2 + 2 xFeM4 + 3 xMgM13 + 2 xMgM2 + 2 xMgM4)
- y -> xAlM2
- z -> xNaM4
- a -> xKA + xNaA
- k -> xKA/(xKA + xNaA)
- c -> xCaM4
- f -> xFe3M2
- t -> xTiM2
- Q1 -> x - xFeM13/(xFeM13 + xMgM13)  - order variable
- Q2 -> x - xFeM2/(xFeM2 + xMgM2)     - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(hb) = 0.30335
-  y(hb) = 0.50927
-  z(hb) = 0.41049
-  a(hb) = 0.36562
-  k(hb) = 0.021326
-  c(hb) = 0.58162
-  f(hb) = 0.19409
-  t(hb) = 0.0086048
-  Q1(hb) = -0.017474  range -1 <> 1  order variable
-  Q2(hb) = 0.10684  range -1 <> 1  order variable
-
- site fractions
-   xvA = 1 - a
-   xNaA = a + (-a) k
-   xKA = a k
-   xMgM13 = 1 + Q1 - x
-   xFeM13 = -Q1 + x
-   xMgM2 = 1 - f + Q2 - t - x - y + (-f) Q2 + (-Q2) t + f x + t x + (-Q2) y + x y
-   xFeM2 = -Q2 + x + f Q2 + Q2 t + (-f) x + (-t) x + Q2 y + (-x) y
-   xAlM2 = y
-   xFe3M2 = f
-   xTiM2 = t
-   xCaM4 = c
-   xMgM4 = 1 - c - Q2 - x - z - 3/2 Q1 + f Q2 + Q2 t + c x + Q2 y + x z
-   xFeM4 = Q2 + x + 3/2 Q1 + (-f) Q2 + (-Q2) t + (-c) x + (-Q2) y + (-x) z
-   xNaM4 = z
-   xSiT1 = 1 - 1/2 f - 1/2 t - 1/2 y + 1/2 z - 1/4 a
-   xAlT1 = 1/2 f + 1/2 t + 1/2 y - 1/2 z + 1/4 a
-   xOHV = 1 - t
-   xOV = t
-
- proportions
-   tr = -1/2 a + c - f - t - y + z
-   tsm = -1/2 a + f + y - z
-   prgm = a + (-a) k
-   glm = -f + z
-   cumm = 1 - c - Q2 - x - z - 3/2 Q1 + f Q2 + Q2 t + c x + Q2 y + x z
-   grnm = x - 2Q2 - 5/2 Q1 + 2f Q2 + 2Q2 t + c x + (-f) x + (-t) x + 2Q2 y + (-x) y + x z
-   a = Q2 + 5/2 Q1 + (-f) Q2 + (-Q2) t + (-c) x + (-Q2) y + (-x) z
-   b = 2Q2 + 3/2 Q1 + (-2f) Q2 + (-2Q2) t + (-c) x + f x + t x + (-2Q2) y + x y + (-x) z
-   mrb = f
-   kprg = a k
-   tts = t
-
- ideal mixing activities
-  tr = xvA xMgM13^3 xMgM2^2 xCaM4^2 xSiT1 xOHV^2
-  tsm = 2xvA xMgM13^3 xAlM2^2 xCaM4^2 xSiT1^(1/2) xAlT1^(1/2) xOHV^2
-  prgm = 8xNaA xMgM13^3 xMgM2 xAlM2 xCaM4^2 xSiT1^(1/2) xAlT1^(1/2) xOHV^2
-  glm = xvA xMgM13^3 xAlM2^2 xNaM4^2 xSiT1 xOHV^2
-  cumm = xvA xMgM13^3 xMgM2^2 xMgM4^2 xSiT1 xOHV^2
-  grnm = xvA xFeM13^3 xFeM2^2 xFeM4^2 xSiT1 xOHV^2
-  a = xvA xMgM13^3 xFeM2^2 xFeM4^2 xSiT1 xOHV^2
-  b = xvA xFeM13^3 xMgM2^2 xFeM4^2 xSiT1 xOHV^2
-  mrb = xvA xMgM13^3 xFe3M2^2 xNaM4^2 xSiT1 xOHV^2
-  kprg = 8xKA xMgM13^3 xMgM2 xAlM2 xCaM4^2 xSiT1^(1/2) xAlT1^(1/2) xOHV^2
-  tts = 2xvA xMgM13^3 xTiM2^2 xCaM4^2 xSiT1^(1/2) xAlT1^(1/2) xOV^2
-
- non-ideality by van laar
-  W(tr,tsm) = 20
-  W(tr,prgm) = 25
-  W(tr,glm) = 65
-  W(tr,cumm) = 45
-  W(tr,grnm) = 75
-  W(tr,a) = 57
-  W(tr,b) = 63
-  W(tr,mrb) = 52
-  W(tr,kprg) = 30
-  W(tr,tts) = 85
-  W(tsm,prgm) = -40
-  W(tsm,glm) = 25
-  W(tsm,cumm) = 70
-  W(tsm,grnm) = 80
-  W(tsm,a) = 70
-  W(tsm,b) = 72.5
-  W(tsm,mrb) = 20
-  W(tsm,kprg) = -40
-  W(tsm,tts) = 35
-  W(prgm,glm) = 50
-  W(prgm,cumm) = 90
-  W(prgm,grnm) = 106.7
-  W(prgm,a) = 94.8
-  W(prgm,b) = 94.8
-  W(prgm,mrb) = 40
-  W(prgm,kprg) = 8
-  W(prgm,tts) = 15
-  W(glm,cumm) = 100
-  W(glm,grnm) = 113.5
-  W(glm,a) = 100
-  W(glm,b) = 111.2
-  W(glm,mrb) = 0
-  W(glm,kprg) = 54
-  W(glm,tts) = 75
-  W(cumm,grnm) = 33
-  W(cumm,a) = 18
-  W(cumm,b) = 23
-  W(cumm,mrb) = 80
-  W(cumm,kprg) = 87
-  W(cumm,tts) = 100
-  W(grnm,a) = 12
-  W(grnm,b) = 8
-  W(grnm,mrb) = 91
-  W(grnm,kprg) = 96
-  W(grnm,tts) = 65
-  W(a,b) = 20
-  W(a,mrb) = 80
-  W(a,kprg) = 94
-  W(a,tts) = 95
-  W(b,mrb) = 90
-  W(b,kprg) = 94
-  W(b,tts) = 95
-  W(mrb,kprg) = 50
-  W(mrb,tts) = 50
-  W(kprg,tts) = 35
-
-  v(tr) = 1
-  v(tsm) = 1.5
-  v(prgm) = 1.7
-  v(glm) = 0.8
-  v(cumm) = 1
-  v(grnm) = 1
-  v(a) = 1
-  v(b) = 1
-  v(mrb) = 0.8
-  v(kprg) = 1.7
-  v(tts) = 1.5
-
- "make" end-members
-  tsm = ts + 10  (mod)
-  prgm = parg - 10  (mod)
-  glm = gl - 3  (mod)
-  grnm = grun - 3  (mod)
-  a = 3/7 cumm + 4/7 grun - 11.2  (od)
-  b = 2/7 cumm + 5/7 grun - 13.8  (od)
-  mrb = gl - gr + andr
-  kprg = mu - pa + parg - 7.06 + 0.02 T  (make)
-  tts = - 2 dsp + 2 ru + ts + 95  (make)
-
-#
- =================================================================
- clinoamphibole: NCKFMASHTO
-
- Green, ECR, White, RW, Diener, JFA, Powell, R, Holland, TJB &
- Palin, RM (2016). Activity-composition relations for the calculation
- of partial melting equilibria in metabasic rocks.
- Journal of Metamorphic Geology, 34, 845-869.
-
- E-m  Formula                                         Mixing sites
-                              A          M13     M2                M4            T1*      V
-                              v  Na K    Mg Fe   Mg Fe Al Fe3 Ti   Ca Mg Fe Na   Si Al   OH O
- tr   Ca2Mg5Si8O22(OH)2       1  0  0    3  0    2  0  0   0  0    2  0  0  0    4  0    2  0  tremolite
- tsm  Ca2Mg3Al4Si6O22(OH)2    1  0  0    3  0    0  0  2   0  0    2  0  0  0    2  2    2  0  tschermakite
- prgm NaCa2Mg4Al3Si6O22(OH)2  0  1  0    3  0    1  0  1   0  0    2  0  0  0    2  2    2  0  pargasite
- glm  Na2Mg3Al2Si8O22(OH)2    1  0  0    3  0    0  0  2   0  0    0  0  0  2    4  0    2  0  glaucophane
- cumm Mg7Si8O22(OH)2          1  0  0    3  0    2  0  0   0  0    0  2  0  0    4  0    2  0  cummingtonite
- grnm Fe7Si8O22(OH)2          1  0  0    0  3    0  2  0   0  0    0  0  2  0    4  0    2  0  grunerite
- a    Mg3Fe4Si8O22(OH)2       1  0  0    3  0    0  2  0   0  0    0  0  2  0    4  0    2  0  - ordered
- b    Mg2Fe5Si8O22(OH)2       1  0  0    0  3    2  0  0   0  0    0  0  2  0    4  0    2  0  - ordered
- mrb  Na2Mg3Fe2Si8O22(OH)2    1  0  0    3  0    0  0  0   2  0    0  0  0  2    4  0    2  0  magnesio-riebekite
- kprg KCa2Mg4Al3Si6O22(OH)2   0  0  1    3  0    1  0  1   0  0    2  0  0  0    2  2    2  0  K-pargasite
- tts  Ca2Mg3Al2Ti2Si6O24      1  0  0    3  0    0  0  0   0  2    2  0  0  0    2  2    0  2  Ti-tschermakite
- *use 1/4 entropy of mixing from T-site
-
- There is little information with which to estimate delH^formation for
- any of these end-members in the Holland & Powell dataset. The dataset
- value for the end-member tr is assumed to be correct, while the values
- for the other end-members are calibrated relative to this during a-x
- calibration.
-
- x -> (3 xFeM13 + 2 xFeM2 + 2 xFeM4)/(3 xFeM13 + 2 xFeM2 + 2 xFeM4 + 3 xMgM13 + 2 xMgM2 + 2 xMgM4)
- y -> xAlM2
- z -> xNaM4
- a -> xKA + xNaA
- k -> xKA/(xKA + xNaA)
- c -> xCaM4
- f -> xFe3M2
- t -> xTiM2
- Q1 -> x - xFeM13/(xFeM13 + xMgM13)  - order variable
- Q2 -> x - xFeM2/(xFeM2 + xMgM2)     - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(rb) = 0.29864
-  y(rb) = 0.64181
-  z(rb) = 0.87208
-  a(rb) = 0.50000
-  k(rb) = 0.020768
-  c(rb) = 0.12591
-  f(rb) = 0.20326
-  t(rb) = 0.0074975
-  Q1(rb) = -0.0058672  range -1 <> 1  order variable
-  Q2(rb) = 0.067444  range -1 <> 1  order variable
-
- site fractions
-   xvA = 1 - a
-   xNaA = a + (-a) k
-   xKA = a k
-   xMgM13 = 1 + Q1 - x
-   xFeM13 = -Q1 + x
-   xMgM2 = 1 - f + Q2 - t - x - y + (-f) Q2 + (-Q2) t + f x + t x + (-Q2) y + x y
-   xFeM2 = -Q2 + x + f Q2 + Q2 t + (-f) x + (-t) x + Q2 y + (-x) y
-   xAlM2 = y
-   xFe3M2 = f
-   xTiM2 = t
-   xCaM4 = c
-   xMgM4 = 1 - c - Q2 - x - z - 3/2 Q1 + f Q2 + Q2 t + c x + Q2 y + x z
-   xFeM4 = Q2 + x + 3/2 Q1 + (-f) Q2 + (-Q2) t + (-c) x + (-Q2) y + (-x) z
-   xNaM4 = z
-   xSiT1 = 1 - 1/2 f - 1/2 t - 1/2 y + 1/2 z - 1/4 a
-   xAlT1 = 1/2 f + 1/2 t + 1/2 y - 1/2 z + 1/4 a
-   xOHV = 1 - t
-   xOV = t
-
- proportions
-   tr = -1/2 a + c - f - t - y + z
-   tsm = -1/2 a + f + y - z
-   prgm = a + (-a) k
-   glm = -f + z
-   cumm = 1 - c - Q2 - x - z - 3/2 Q1 + f Q2 + Q2 t + c x + Q2 y + x z
-   grnm = x - 2Q2 - 5/2 Q1 + 2f Q2 + 2Q2 t + c x + (-f) x + (-t) x + 2Q2 y + (-x) y + x z
-   a = Q2 + 5/2 Q1 + (-f) Q2 + (-Q2) t + (-c) x + (-Q2) y + (-x) z
-   b = 2Q2 + 3/2 Q1 + (-2f) Q2 + (-2Q2) t + (-c) x + f x + t x + (-2Q2) y + x y + (-x) z
-   mrb = f
-   kprg = a k
-   tts = t
-
- ideal mixing activities
-  tr = xvA xMgM13^3 xMgM2^2 xCaM4^2 xSiT1 xOHV^2
-  tsm = 2xvA xMgM13^3 xAlM2^2 xCaM4^2 xSiT1^(1/2) xAlT1^(1/2) xOHV^2
-  prgm = 8xNaA xMgM13^3 xMgM2 xAlM2 xCaM4^2 xSiT1^(1/2) xAlT1^(1/2) xOHV^2
-  glm = xvA xMgM13^3 xAlM2^2 xNaM4^2 xSiT1 xOHV^2
-  cumm = xvA xMgM13^3 xMgM2^2 xMgM4^2 xSiT1 xOHV^2
-  grnm = xvA xFeM13^3 xFeM2^2 xFeM4^2 xSiT1 xOHV^2
-  a = xvA xMgM13^3 xFeM2^2 xFeM4^2 xSiT1 xOHV^2
-  b = xvA xFeM13^3 xMgM2^2 xFeM4^2 xSiT1 xOHV^2
-  mrb = xvA xMgM13^3 xFe3M2^2 xNaM4^2 xSiT1 xOHV^2
-  kprg = 8xKA xMgM13^3 xMgM2 xAlM2 xCaM4^2 xSiT1^(1/2) xAlT1^(1/2) xOHV^2
-  tts = 2xvA xMgM13^3 xTiM2^2 xCaM4^2 xSiT1^(1/2) xAlT1^(1/2) xOV^2
-
- non-ideality by van laar
-  W(tr,tsm) = 20
-  W(tr,prgm) = 25
-  W(tr,glm) = 65
-  W(tr,cumm) = 45
-  W(tr,grnm) = 75
-  W(tr,a) = 57
-  W(tr,b) = 63
-  W(tr,mrb) = 52
-  W(tr,kprg) = 30
-  W(tr,tts) = 85
-  W(tsm,prgm) = -40
-  W(tsm,glm) = 25
-  W(tsm,cumm) = 70
-  W(tsm,grnm) = 80
-  W(tsm,a) = 70
-  W(tsm,b) = 72.5
-  W(tsm,mrb) = 20
-  W(tsm,kprg) = -40
-  W(tsm,tts) = 35
-  W(prgm,glm) = 50
-  W(prgm,cumm) = 90
-  W(prgm,grnm) = 106.7
-  W(prgm,a) = 94.8
-  W(prgm,b) = 94.8
-  W(prgm,mrb) = 40
-  W(prgm,kprg) = 8
-  W(prgm,tts) = 15
-  W(glm,cumm) = 100
-  W(glm,grnm) = 113.5
-  W(glm,a) = 100
-  W(glm,b) = 111.2
-  W(glm,mrb) = 0
-  W(glm,kprg) = 54
-  W(glm,tts) = 75
-  W(cumm,grnm) = 33
-  W(cumm,a) = 18
-  W(cumm,b) = 23
-  W(cumm,mrb) = 80
-  W(cumm,kprg) = 87
-  W(cumm,tts) = 100
-  W(grnm,a) = 12
-  W(grnm,b) = 8
-  W(grnm,mrb) = 91
-  W(grnm,kprg) = 96
-  W(grnm,tts) = 65
-  W(a,b) = 20
-  W(a,mrb) = 80
-  W(a,kprg) = 94
-  W(a,tts) = 95
-  W(b,mrb) = 90
-  W(b,kprg) = 94
-  W(b,tts) = 95
-  W(mrb,kprg) = 50
-  W(mrb,tts) = 50
-  W(kprg,tts) = 35
-
-  v(tr) = 1
-  v(tsm) = 1.5
-  v(prgm) = 1.7
-  v(glm) = 0.8
-  v(cumm) = 1
-  v(grnm) = 1
-  v(a) = 1
-  v(b) = 1
-  v(mrb) = 0.8
-  v(kprg) = 1.7
-  v(tts) = 1.5
-
- "make" end-members
-  tsm = ts + 10  (mod)
-  prgm = parg - 10  (mod)
-  glm = gl - 3  (mod)
-  grnm = grun - 3  (mod)
-  a = 3/7 cumm + 4/7 grun - 11.2  (od)
-  b = 2/7 cumm + 5/7 grun - 13.8  (od)
-  mrb = gl - gr + andr
-  kprg = mu - pa + parg - 7.06 + 0.02 T  (make)
-  tts = - 2 dsp + 2 ru + ts + 95  (make)
-
-#
- =================================================================
- biotite: KFMASHTO
-
- Variant on the model of
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286
- (some changes to W and DQF values).
-
-
- E-m    Formula                                      Mixing sites
-                            M3                              M12           T             V
-                            Mg    Fe    Fe3   Ti    Al      Mg    Fe      Si    Al      OH    O
- phl   KMg3AlSi3O10(OH)2    1     0     0     0     0       2     0       1     1       2     0
- ant   KFe3AlSi3O10(OH)2    0     1     0     0     0       0     2       1     1       2     0
- obi   KMg2Fe1AlSi3O10(OH)2 0     1     0     0     0       2     0       1     1       2     0  - ordered intermediate
- eas   KMg2Al3Si2O10(OH)2   0     0     0     0     1       2     0       0     2       2     0
- tbi   KMg2AlSi3TiO12       0     0     0     1     0       2     0       1     1       0     2
- fbi   KMg2Al2FeSi2O10(OH)2 0     0     1     0     0       2     0       0     2       2     0
-
-
- x -> (2 xFeM12 + xFeM3)/(2 xFeM12 + xFeM3 + 2 xMgM12 + xMgM3)
- y -> xAlM3
- f -> xFe3M3
- t -> xTiM3
- Q -> 3 (x - xFeM12)  - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  x(bi) = 0.67010
-  y(bi) = 0.015214
-  f(bi) = 0.074499
-  t(bi) = 0.12619
-  Q(bi) = 0.099619  order variable
-
- site fractions
-   xMgM3 = 1 - f - t - x - y - 2/3 Q + f x + t x + x y
-   xFeM3 = x + 2/3 Q + (-f) x + (-t) x + (-x) y
-   xFe3M3 = f
-   xTiM3 = t
-   xAlM3 = y
-   xMgM12 = 1 + 1/3 Q - x
-   xFeM12 = -1/3 Q + x
-   xSiT = 1/2 - 1/2 f - 1/2 y
-   xAlT = 1/2 + 1/2 f + 1/2 y
-   xOHV = 1 - t
-   xOV = t
-
- proportions
-   phl = 1 - f - t - x - y - 2/3 Q + f x + t x + x y
-   ant = -1/3 Q + x
-   obi = Q + (-f) x + (-t) x + (-x) y
-   eas = y
-   tbi = t
-   fbi = f
-
- ideal mixing activities
-  phl = 4xMgM3 xMgM12^2 xSiT xAlT xOHV^2
-  ant = 4xFeM3 xFeM12^2 xSiT xAlT xOHV^2
-  obi = 4xFeM3 xMgM12^2 xSiT xAlT xOHV^2
-  eas = xAlM3 xMgM12^2 xAlT^2 xOHV^2
-  tbi = 4xTiM3 xMgM12^2 xSiT xAlT xOV^2
-  fbi = xFe3M3 xMgM12^2 xAlT^2 xOHV^2
-
- non-ideality by symmetric formalism
-  W(phl,ant) = 12
-  W(phl,obi) = 4
-  W(phl,eas) = 9.5
-  W(phl,tbi) = 30
-  W(phl,fbi) = 8.4
-  W(ant,obi) = 8
-  W(ant,eas) = 6.6
-  W(ant,tbi) = 32
-  W(ant,fbi) = 5.5
-  W(obi,eas) = 7
-  W(obi,tbi) = 24
-  W(obi,fbi) = 5.5
-  W(eas,tbi) = 40
-  W(eas,fbi) = 1.2
-  W(tbi,fbi) = 40
-
- "make" end-members
-  ant = ann - 7.53  (mod)
-  obi = 1/3 ann + 2/3 phl - 5  (od)
-  eas = east + 2.32  (mod)
-  tbi = - br + phl + ru + 55  (make)
-  fbi = east + acm - jd - 4.22  (make)
-
-#
- =================================================================
- muscovite: NCKFMASHO
-
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286.
-
- !!!! delG(tran) for mat end-member changed from 6.5 to 5.0 since publication !!!!
-
-
- coded by axe attack on 14 August 2013
-
-  E-m    Formula                                    Mixing sites
-                             A                   M2A                 M2B           T1
-                             K     Na    Ca      Mg    Fe    Al      Al    Fe3     Si    Al
-  mu    KAl3Si3O12(OH)2      1     0     0       0     0     1       1     0       1     1
-  cel   KMgAlSi4O10(OH)2     1     0     0       1     0     0       1     0       2     0
-  fcel  KFeAlSi4O10(OH)2     1     0     0       0     1     0       1     0       2     0
-  pa    NaAl3Si3O10(OH)2     0     1     0       0     0     1       1     0       1     1
-  mat   CaAl4Si2O10(OH)2     0     0     1       0     0     1       1     0       0     2
-  fmu   KAl2FeSi3O12(OH)2    1     0     0       0     0     1       0     1       1     1
-
- x -> xFeM2A/(xFeM2A + xMgM2A)
- y -> xAlM2A
- f -> xFe3M2B
- n -> xNaA
- c -> xCaA
- --------------------------------------------------
-#
-
- starting guesses
-  x(mu) = 0.36263
-  y(mu) = 0.80411
-  f(mu) = 0.047858
-  n(mu) = 0.037179
-  c(mu) = 0.0038820
-
- site fractions
-   xKA = 1 - c - n
-   xNaA = n
-   xCaA = c
-   xMgM2A = 1 - x - y + x y
-   xFeM2A = x + (-x) y
-   xAlM2A = y
-   xAlM2B = 1 - f
-   xFe3M2B = f
-   xSiT1 = 1 - 1/2 c - 1/2 y
-   xAlT1 = 1/2 c + 1/2 y
-
- proportions
-   mu = -c - f - n + y
-   cel = 1 - x - y + x y
-   fcel = x + (-x) y
-   pa = n
-   mat = c
-   fmu = f
-
- ideal mixing activities
-  mu = 4xKA xAlM2A xAlM2B xSiT1 xAlT1
-  cel = xKA xMgM2A xAlM2B xSiT1^2
-  fcel = xKA xFeM2A xAlM2B xSiT1^2
-  pa = 4xNaA xAlM2A xAlM2B xSiT1 xAlT1
-  mat = xCaA xAlM2A xAlM2B xAlT1^2
-  fmu = 4xKA xAlM2A xFe3M2B xSiT1 xAlT1
-
- non-ideality by van laar
-  W(mu,cel) = 0 + 0.2 P
-  W(mu,fcel) = 0 + 0.2 P
-  W(mu,pa) = 10.12 + 0.0034 T + 0.353 P
-  W(mu,mat) = 35
-  W(mu,fmu) = 0
-  W(cel,fcel) = 0
-  W(cel,pa) = 45 + 0.25 P
-  W(cel,mat) = 50
-  W(cel,fmu) = 0
-  W(fcel,pa) = 45 + 0.25 P
-  W(fcel,mat) = 50
-  W(fcel,fmu) = 0
-  W(pa,mat) = 15
-  W(pa,fmu) = 30
-  W(mat,fmu) = 35
-
-  v(mu) = 0.63
-  v(cel) = 0.63
-  v(fcel) = 0.63
-  v(pa) = 0.37
-  v(mat) = 0.63
-  v(fmu) = 0.63
-
- "make" end-members
-  mat = ma + 5  (tran)
-  fmu = 1/2 andr - 1/2 gr + mu + 25  (make)
-
-#
- =================================================================
- epidote: CFASHO
-
- Holland, TJB & Powell, R (2011). An improved and
- extended internally consistent thermodynamic dataset
- for phases of petrological interest, involving a
- new equation of state for solids.
- Journal of Metamorphic Geology, 29, 333-383.
-
- E-m   Formula                Mixing sites
-                             M1       M3
-                             Al Fe3   Al Fe3
- cz    Ca2Al3Si3O12(OH)      1   0    1   0
- ep    Ca2FeAl2Si3O12(OH)    1   0    0   1  - ordered end-member
- fep   Ca2Fe2AlSi3O12(OH)    0   1    0   1
-
- f -> (xFe3M1+xFe3M3)/2
- Q ->  f - xFe3M1   - order variable
- --------------------------------------------------
-#
-
- starting guesses
-  f(ep) = 0.37468
-  Q(ep) = 0.32839  range 0 <> 0.5  order variable
-
- site fractions
-   xFeM1 = f - Q
-   xAlM1 = 1 - f + Q
-   xFeM3 = f + Q
-   xAlM3 = 1 - f - Q
-
- proportions
-   cz = 1 - f - Q
-   ep = 2Q
-   fep = f - Q
-
- ideal mixing activities
-  cz = xAlM1 xAlM3
-  ep = xAlM1 xFeM3
-  fep = xFeM1 xFeM3
-
- non-ideality by symmetric formalism
-  W(cz,ep) = 1
-  W(cz,fep) = 3
-  W(ep,fep) = 1
-
-#
- =================================================================
- Cordierite: FMASH
-
- Reparameterised in
- Holland, TJB, Green, ECR & Powell, R (2018). Melting of peridotites
- through to granites: a simple thermodynamic model in the system
- KNCFMASHTOCr. Journal of Petrology, 59, 881-900.
- from
- White, RW, Powell, R, Holland, TJB, Johnson, TE &
- Green, ECR (2014). New mineral activity-composition relations
- for thermodynamic calculations in metapelitic systems.
- Journal of Metamorphic Geology, 32, 261-286.
-
- E-m   Formula                Mixing sites
-                              X             H
-                              Fe    Mg      H2O   v
- crd   Mg2Al4Si5O18           0     2       0     1
- fcrd  Fe2Al4Si5O18           2     0       0     1
- hcrd  Mg2Al4Si5O17(OH)2      0     2       1     0
-
- x -> xFeX/(xFeX + xMgX)
- h -> xH2OH
- --------------------------------------------------
-#
-
- starting guesses
-  x(cd) = 0.20009
-  h(cd) = 0.46658
-
- site fractions
-   xFeX = x
-   xMgX = 1 - x
-   xH2OH = h
-   xvH = 1 - h
-
- proportions
-   crd = 1 - h - x
-   fcrd = x
-   hcrd = h
-
- ideal mixing activities
-  crd = xMgX^2 xvH
-  fcrd = xFeX^2 xvH
-  hcrd = xMgX^2 xH2OH
-
- non-ideality by symmetric formalism
-  W(crd,fcrd) = 2.2
-  W(crd,hcrd) = 0
-  W(fcrd,hcrd) = 2.2
-
-#
- -------------------------------------------------
- melilite
-
-         M1            T1                  T2
-         Na    Ca      Mg    Fe    Al      Al    Si
- geh     0     2       0     0     1       1     1
- ak      0     2       1     0     0       0     2
- fak     0     2       0     1     0       0     2
- nml     1     1       0     0     1       0     2
-
-          xFeT1
- x -> -------------
-      xFeT1 + xMgT1
-
- n -> xNaM1
-
- y -> xAlT1
- -------------------------------------------------
-#
-
- starting guesses
-  x(mel) = 0.10000
-  n(mel) = 0.10000
-  y(mel) = 0.50000
-
- site fractions
-   xNaM1 = n
-   xCaM1 = 1 - n
-   xMgT1 = 1 - x - y + x y
-   xFeT1 = x + (-x) y
-   xAlT1 = y
-   xAlT2 = 1/2 y - n
-   xSiT2 = 1 - 1/2 y + n
-
- proportions
-   geh = y - 2n
-   ak = 1 - x - y + x y
-   fak = x + (-x) y
-   nml = 2n
-
- ideal mixing activities
-  geh = 2xCaM1^2 xAlT1 xAlT2^(1/2) xSiT2^(1/2)
-  ak = xCaM1^2 xMgT1 xSiT2
-  fak = xCaM1^2 xFeT1 xSiT2
-  nml = 4xNaM1 xCaM1 xAlT1 xSiT2
-
- non-ideality by symmetric formalism
-  W(geh,ak) = 10
-  W(geh,fak) = 7
-  W(geh,nml) = 10
-  W(ak,fak) = 4
-  W(ak,nml) = 15
-  W(fak,nml) = 10
-
- "make" end-members
-  fak = ak + 1/2 fa - 1/2 fo + 15  (make)
-  nml = e-geh + e-ab - e-an - 15  (make)
-
diff --git a/python/input_database_TC/igneous_set_full_descriptions_NewForm.txt b/ref_database/TC_ref_database/igneous_set_full_descriptions_NewForm.txt
similarity index 100%
rename from python/input_database_TC/igneous_set_full_descriptions_NewForm.txt
rename to ref_database/TC_ref_database/igneous_set_full_descriptions_NewForm.txt
diff --git a/python/input_database_TC/metabasite_set_full_descriptions_NewForm.txt b/ref_database/TC_ref_database/metabasite_set_full_descriptions_NewForm.txt
similarity index 87%
rename from python/input_database_TC/metabasite_set_full_descriptions_NewForm.txt
rename to ref_database/TC_ref_database/metabasite_set_full_descriptions_NewForm.txt
index 974af29e..ef5a449f 100755
--- a/python/input_database_TC/metabasite_set_full_descriptions_NewForm.txt
+++ b/ref_database/TC_ref_database/metabasite_set_full_descriptions_NewForm.txt
@@ -34,10 +34,10 @@
  N.B. please read the README file in this distribution
       before using these a-x relations.
 
- ====================================================================
+ =================================================================
 #
 #
- ====================================================================
+ =================================================================
  Tonalitic 'metabasite' melt: NCKFMASH
 
  Green, ECR, White, RW, Diener, JFA, Powell, R, Holland, TJB &
@@ -75,15 +75,18 @@
 #
 
  starting guesses
-  q(L) = 0.20000
-  fsp(L) = 0.10000
-  na(L) = 0.20000
-  wo(L) = 0.050000
-  sil(L) = 0.010000
-  ol(L) = 0.010000
-  x(L) = 0.010000
-  yan(L) = 0.010000  order variable
-
+  q(L) = 0.20000  range 0 <> 1
+  fsp(L) = 0.10000  range 0 <> 1
+  na(L) = 0.20000  range 0 <> 1
+  wo(L) = 0.050000  range 0 <> 1
+  sil(L) = 0.010000  range 0 <> 1
+  ol(L) = 0.010000  range 0 <> 1
+  x(L) = 0.010000  range 0 <> 1
+  yan(L) = 0.010000   range 0 <> 1
+
+ labels (assign first label for which condition is true)
+  liquid : liq : true
+  
  site fractions
    fac = (q + fsp + wo + sil + ol)*(1 + yan) + (-yan)
    pq = q*(1 + yan)
@@ -196,31 +199,34 @@
  for the other end-members are calibrated relative to this during a-x
  calibration.
 
- x -> (3 xFeM13 + 2 xFeM2 + 2 xFeM4)/(3 xFeM13 + 2 xFeM2 + 2 xFeM4 + 3 xMgM13 + 2 xMgM2 + 2 xMgM4)
- y -> xAlM2
- z -> xNaM4
- a -> xKA + xNaA
- k -> xKA/(xKA + xNaA)
- c -> xCaM4
- f -> xFe3M2
- t -> xTiM2
- Q1 -> x - xFeM13/(xFeM13 + xMgM13)  - order variable
- Q2 -> x - xFeM2/(xFeM2 + xMgM2)     - order variable
+ x -> (3 xFeM13 + 2 xFeM2 + 2 xFeM4)/(3 xFeM13 + 2 xFeM2 + 2 xFeM4 + 3 xMgM13 + 2 xMgM2 + 2 xMgM4)  range 0 <> 1
+ y -> xAlM2  range 0 <> 1
+ z -> xNaM4  range 0 <> 1
+ a -> xKA + xNaA  range 0 <> 1
+ k -> xKA/(xKA + xNaA)  range 0 <> 1
+ c -> xCaM4  range 0 <> 1
+ f -> xFe3M2  range 0 <> 1
+ t -> xTiM2  range 0 <> 1
+ Q1 -> x - xFeM13/(xFeM13 + xMgM13)  range 0 <> 1
+ Q2 -> x - xFeM2/(xFeM2 + xMgM2)  range 0 <> 1
  --------------------------------------------------
 #
 
  starting guesses
-  x(hb) = 0.57500
-  y(hb) = 0.65000
-  z(hb) = 0.35000
-  a(hb) = 0.40000
-  k(hb) = 0.10000
-  c(hb) = 0.65000
-  f(hb) = 0.10000
-  t(hb) = 0.10000
+  x(hb) = 0.57500  range 0 <> 1
+  y(hb) = 0.65000  range 0 <> 1
+  z(hb) = 0.35000  range 0 <> 1
+  a(hb) = 0.40000  range 0 <> 1
+  k(hb) = 0.10000  range 0 <> 1
+  c(hb) = 0.65000  range 0 <> 1
+  f(hb) = 0.10000  range 0 <> 1
+  t(hb) = 0.10000  range 0 <> 1
   Q1(hb) = 0.027600  range -1 <> 1  order variable
   Q2(hb) = 0.27500  range -1 <> 1  order variable
 
+ labels (assign first label for which condition is true)
+  amphibole : hb : true
+  
  site fractions
    xvA = 1 - a
    xNaA = a + (-a)*k
@@ -386,19 +392,22 @@
 #
 
  starting guesses
-  x(aug) = 0.20000
-  y(aug) = 0.12000
-  f(aug) = 0.030000
-  z(aug) = 0.85000
-  j(aug) = 0.080000
-  Qfm(aug) = 0.20000  order variable
-  Qal(aug) = 0.050000  order variable
-
+  x(aug) = 0.20000  range 0 <> 1
+  y(aug) = 0.12000  range 0 <> 1
+  c(aug) = 0.030000  range 0 <> 1
+  z(aug) = 0.85000  range 0 <> 1
+  j(aug) = 0.080000  range 0 <> 1
+  Qfm(aug) = 0.20000  range 0 <> 1
+  Qal(aug) = 0.050000  range 0 <> 1
+
+ labels (assign first label for which condition is true)
+  clinopyroxene : aug : true
+  
  site fractions
    xMgM1 = 1 + 1/2*Qfm - j - x - y + (-1/2*j)*Qfm + j*x + x*y + (-1/2*Qfm)*z
    xFeM1 = -1/2*Qfm + x + 1/2*j*Qfm + (-j)*x + (-x)*y + 1/2*Qfm*z
-   xAlM1 = -f + j + y
-   xFe3M1 = f
+   xAlM1 = -c + j + y
+   xFe3M1 = c
    xMgM2 = 1 - 1/2*Qfm - j - x - z + 1/2*j*Qfm + j*x + 1/2*Qfm*z + x*z
    xFeM2 = 1/2*Qfm + x + (-1/2*j)*Qfm + (-j)*x + (-1/2*Qfm)*z + (-x)*z
    xCaM2 = z
@@ -412,12 +421,12 @@
    di = -y + z
    cenh = 1 - 1/2*Qfm - j - x - z + 1/2*j*Qfm + j*x + 1/2*Qfm*z + x*z
    cfs = -1/2*Qfm + x + 1/2*j*Qfm + (-j)*x + (-x)*y + 1/2*Qfm*z
-   jdm = -f + j
-   acmm = f
+   jdm = -c + j
+   acmm = c
    ocats = Qal
    dcats = -Qal + y
    fmc = Qfm + (-j)*Qfm + x*y + (-Qfm)*z + (-x)*z
-
+   
  ideal mixing activities
   di = xMgM1*xCaM2*xSiT1**(1/4)*xSiT2**(1/4)
   cenh = xMgM1*xMgM2*xSiT1**(1/4)*xSiT2**(1/4)
@@ -511,34 +520,37 @@
 #
 
  starting guesses
-  x(dio) = 0.34810
-  j(dio) = 0.020000
-  f(dio) = 0.10000
-  Q(dio) = 0.00021260  range -0.5 <> 0.5  order variable
+  x(dio) = 0.34810  range 0 <> 1
+  j(dio) = 0.020000  range 0 <> 1
+  t(dio) = 0.10000  range 0 <> 1
+  c(dio) = 0.00021260  range -0.5 <> 0.5  order variable
   Qaf(dio) = 0.0092860  range -0.5 <> 0.5  order variable
   Qfm(dio) = -0.11350  range -0.5 <> 0.5  order variable
 
+ labels (assign first label for which condition is true)
+  clinipyroxene  :cpx : true
+  
  site fractions
-   xMgM1m = 1 - j + Q + Qfm - x + (-j)*Qfm + (-Q)*Qfm + j*x + (-Q)*x
-   xFeM1m = -Qfm + x + j*Qfm + Q*Qfm + (-j)*x + Q*x
-   xFe3M1m = -Qaf + f*j
-   xAlM1m = j - Q + Qaf + (-f)*j
-   xMgM1a = 1 - j - Q - Qfm - x + j*Qfm + Q*Qfm + j*x + Q*x
-   xFeM1a = Qfm + x + (-j)*Qfm + (-Q)*Qfm + (-j)*x + (-Q)*x
-   xFe3M1a = Qaf + f*j
-   xAlM1a = j + Q - Qaf + (-f)*j
-   xNaM2c = j - Q
-   xCaM2c = 1 - j + Q
-   xNaM2n = j + Q
-   xCaM2n = 1 - j - Q
+   xMgM1m = 1 - j + c + Qfm - x + (-j)*Qfm + (-c)*Qfm + j*x + (-c)*x
+   xFeM1m = -Qfm + x + j*Qfm + c*Qfm + (-j)*x + c*x
+   xFe3M1m = -Qaf + t*j
+   xAlM1m = j - c + Qaf + (-t)*j
+   xMgM1a = 1 - j - c - Qfm - x + j*Qfm + c*Qfm + j*x + c*x
+   xFeM1a = Qfm + x + (-j)*Qfm + (-c)*Qfm + (-j)*x + (-c)*x
+   xFe3M1a = Qaf + t*j
+   xAlM1a = j + c - Qaf + (-t)*j
+   xNaM2c = j - c
+   xCaM2c = 1 - j + c
+   xNaM2n = j + c
+   xCaM2n = 1 - j - c
 
  proportions
-   jd = j - Q - Qaf + (-f)*j
-   di = 1 - j - Q + Qfm - x + (-j)*Qfm + (-Q)*Qfm + j*x + (-Q)*x
-   hed = Qfm + x + (-j)*Qfm + (-Q)*Qfm + (-j)*x + (-Q)*x
-   acmm = -Qaf + f*j
-   om = 2Q
-   cfm = -2Qfm + 2j*Qfm + 2Q*Qfm + 2Q*x
+   jd = j - c - Qaf + (-t)*j
+   di = 1 - j - c + Qfm - x + (-j)*Qfm + (-c)*Qfm + j*x + (-c)*x
+   hed = Qfm + x + (-j)*Qfm + (-c)*Qfm + (-j)*x + (-c)*x
+   acmm = -Qaf + t*j
+   om = 2c
+   cfm = -2Qfm + 2j*Qfm + 2c*Qfm + 2c*x
    jac = 2Qaf
 
  ideal mixing activities
@@ -610,12 +622,15 @@
 #
 
  starting guesses
-  x(opx) = 0.30000
-  y(opx) = 0.10000
-  f(opx) = 0.030000
-  c(opx) = 0.050000
-  Q(opx) = 0.40000  order variable
-
+  x(opx) = 0.30000  range 0 <> 1
+  y(opx) = 0.10000  range 0 <> 1
+  f(opx) = 0.030000  range 0 <> 1
+  c(opx) = 0.050000  range 0 <> 1
+  Q(opx) = 0.40000  range 0 <> 1
+
+ labels (assign first label for which condition is true)
+  orthopyroxene : opx : true
+  
  site fractions
    xMgM1 = 1 + 1/2*Q - f - x - y + (-1/2*c)*Q + f*x + x*y
    xFeM1 = -1/2*Q + x + 1/2*c*Q + (-f)*x + (-x)*y
@@ -699,10 +714,13 @@
 #
 
  starting guesses
-  x(g) = 0.90000
-  z(g) = 0.10000
-  f(g) = 0.010000
+  x(g) = 0.90000  range 0 <> 1
+  z(g) = 0.10000  range 0 <> 1
+  f(g) = 0.010000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  garnet : gt : true
+  
  site fractions
    xMgX = 1 - x - z + x*z
    xFeX = x + (-x)*z
@@ -759,8 +777,11 @@
 #
 
  starting guesses
-  x(ol) = 0.15000
+  x(ol) = 0.15000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  olivine : ol : true
+  
  site fractions
    xMgM = 1 - x
    xFeM = x
@@ -800,9 +821,12 @@
 #
 
  starting guesses
-  ca(pl4tr) = 0.80000
-  k(pl4tr) = 0.030000
+  ca(pl4tr) = 0.80000  range 0 <> 1
+  k(pl4tr) = 0.030000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  feldspar : fdp : true
+  
  site fractions
    xNaA = 1 - ca - k
    xCaA = ca
@@ -852,8 +876,11 @@
 #
 
  starting guesses
-  ca(abc) = 0.0010000
+  ca(abc) = 0.0010000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  low-albite : lalb : true
+  
  site fractions
    xNaA = 1 - ca
    xCaA = ca
@@ -900,9 +927,12 @@
 #
 
  starting guesses
-  na(k4tr) = 0.030000
-  ca(k4tr) = 0.80000
+  na(k4tr) = 0.030000  range 0 <> 1
+  ca(k4tr) = 0.80000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  feldspar : fdp : true
+  
  site fractions
    xNaA = na
    xCaA = ca
@@ -929,164 +959,6 @@
   v(an) = 0.55
   v(san) = 1
 
-#
- =================================================================
- ternary ksp (Cbar1 ASF): NCKAS
-
- REPLACE WITH K4TR
-
- Holland, TJB & Powell, R (2003) Activity-composition relations for phases in
- petrological calculations: an asymmetric multicomponent formulation. Contributions
- to Mineralogy and Petrology, 145, 492-501.
-
- coded by axe attack on 14 August 2013
-
-  E-m    Formula        Mixing site
-                       K     Na    Ca
-  san    KAlSi3O8      1     0     0
-  abh    NaAlSi3O8     0     1     0
-  anC    CaAl2Si2O8    0     0     1
-
- na -> xNa
- ca -> xCa
- --------------------------------------------------
-#
-
- starting guesses
-  na(ksp) = 0.10000
-  ca(ksp) = 0.0040000
-
- site fractions
-   xK = 1 - ca - na
-   xNa = na
-   xCa = ca
-
- proportions
-   san = 1 - ca - na
-   abh = na
-   anC = ca
-
- ideal mixing activities
-  san = xK
-  abh = xNa
-  anC = xCa
-
- non-ideality by van laar
-  W(san,abh) = 25.1 - 0.0108*T + 0.338*P
-  W(san,anC) = 40
-  W(abh,anC) = 3.1
-
-  v(san) = 1
-  v(abh) = 0.643
-  v(anC) = 1
-
- "make" end-members
-  anC = e-an + 7.03 - 0.00466*T  (tran)
-
-#
- =================================================================
- ternary plagioclase:   Cbar1 ASF  (pl in Green et al 2016)
-
- REPLACE WITH PL4TR
-
- Holland, TJB & Powell, R (2003) Activity-composition relations for phases in
- petrological calculations: an asymmetric multicomponent formulation. Contributions
- to Mineralogy and Petrology, 145, 492-501.
-
-  E-m    Formula        Mixing site
-                       K     Na    Ca
-  san    KAlSi3O8      1     0     0
-  abh    NaAlSi3O8     0     1     0
-  anC    CaAl2Si2O8    0     0     1
-
- ca -> xCa
- k -> xK
- --------------------------------------------------
-#
-
- starting guesses
-  ca(plc) = 0.20000
-  k(plc) = 0.030000
-
- site fractions
-   x(K) = k
-   x(Na) = 1 - k - ca
-   x(Ca) = ca
-
- proportions
-   abh = 1 - k - ca
-   anC = ca
-   san = k
-
- ideal mixing activities
-  abh = x(Na)
-  anC = x(Ca)
-  san = x(K)
-
- non-ideality by van laar
-  W(abh,anC) = 3.1
-  W(abh,san) = 25.1 - 0.0108*T + 0.338*P
-  W(anC,san) = 40
-
-  v(abh) = 0.643
-  v(anC) = 1
-  v(san) = 1
-
- "make" end-members
-  anC = e-an + 7.03 - 0.00466*T  (tran)
-
-#
- =================================================================
- ternary plagioclase:   Ibar1 ASF
-
- REPLACE WITH PL4TR
-
- Holland, TJB & Powell, R (2003) Activity-composition relations for phases in
- petrological calculations: an asymmetric multicomponent formulation. Contributions
- to Mineralogy and Petrology, 145, 492-501.
-
-  E-m    Formula        Mixing site
-                       K     Na    Ca
-  san    KAlSi3O8      1     0     0
-  abhI   NaAlSi3O8     0     1     0
-  an     CaAl2Si2O8    0     0     1
-
- ca -> xCa
- k -> xK
- --------------------------------------------------
-#
-
- starting guesses
-  ca(pli) = 0.80000
-  k(pli) = 0.030000
-
- site fractions
-   xK = k
-   xNa = 1 - k - ca
-   xCa = ca
-
- proportions
-   abhI = 1 - k - ca
-   an = ca
-   san = k
-
- ideal mixing activities
-  abhI = xNa
-  an = xCa
-  san = xK
-
- non-ideality by van laar
-  W(abhI,an) = 15
-  W(abhI,san) = 25.1 - 0.0108*T + 0.338*P
-  W(an,san) = 40
-
-  v(abhI) = 0.643
-  v(an) = 1
-  v(san) = 1
-
- "make" end-members
-  abhI = abh + 0.57 - 0.00412*T  (tran)
-
 #
  ====================================================================
  Spinel: FMATO
@@ -1111,10 +983,13 @@
 #
 
  starting guesses
-  x(sp) = 0.90000
-  y(sp) = 0.95000
-  z(sp) = 0.010000
+  x(sp) = 0.90000  range 0 <> 1
+  y(sp) = 0.95000  range 0 <> 1
+  z(sp) = 0.010000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  spinel : spn : true
+  
  site fractions
    x(Al) = y
    x(Fe3) = 1 - y - z
@@ -1165,9 +1040,12 @@ Fe2 Ti Fe3   Fe2 Ti Fe3
 #
 
  starting guesses
-  x(ilm) = 0.80000
+  x(ilm) = 0.80000  range 0 <> 1
   Q(ilm) = 0.55000  range -0.99 <> 0.99  order variable
 
+ labels (assign first label for which condition is true)
+  magnetite : mt : true
+  
  site fractions
    xFe2A = 1/2*x + 1/2*Q
    xTiA = 1/2*x - 1/2*Q
@@ -1225,24 +1103,27 @@ Fe2 Ti Fe3   Fe2 Ti Fe3
 #
 
  starting guesses
-  i(ilmm) = 0.90000
-  g(ilmm) = 0.020000
-  Q(ilmm) = 0.85000  order variable
+  c(ilmm) = 0.90000  range 0 <> 1
+  t(ilmm) = 0.020000  range 0 <> 1
+  Q(ilmm) = 0.85000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  ilmenite : ilm : true
+  
  site fractions
-   xFeA = -1/2*g + 1/2*i + 1/2*Q
-   xTiA = -1/2*g + 1/2*i - 1/2*Q
-   xMgA = g
-   xFe3A = 1 - i
-   xFeB = -1/2*g + 1/2*i - 1/2*Q
-   xTiB = 1/2*g + 1/2*i + 1/2*Q
-   xFe3B = 1 - i
+   xFeA = -1/2*t + 1/2*c + 1/2*Q
+   xTiA = -1/2*t + 1/2*c - 1/2*Q
+   xMgA = t
+   xFe3A = 1 - c
+   xFeB = -1/2*t + 1/2*c - 1/2*Q
+   xTiB = 1/2*t + 1/2*c + 1/2*Q
+   xFe3B = 1 - c
 
  proportions
    oilm = Q
-   dilm = -g + i - Q
-   dhem = 1 - i
-   geik = g
+   dilm = -t + c - Q
+   dhem = 1 - c
+   geik = t
 
  ideal mixing activities
   oilm = xFeA*xTiB
@@ -1286,9 +1167,12 @@ Fe2 Ti Fe3   Fe2 Ti Fe3
 #
 
  starting guesses
-  f(ep) = 0.10000
+  f(ep) = 0.10000  range 0 <> 1
   Q(ep) = 0.20000  range 0 <> 0.5  order variable
 
+ labels (assign first label for which condition is true)
+  epidote : ep : true
+  
  site fractions
    xFeM1 = f - Q
    xAlM1 = 1 - f + Q
@@ -1340,12 +1224,15 @@ Fe2 Ti Fe3   Fe2 Ti Fe3
 #
 
  starting guesses
-  x(bi) = 0.35000
-  y(bi) = 0.25000
-  f(bi) = 0.040000
-  t(bi) = 0.17000
-  Q(bi) = 0.25000  order variable
-
+  x(bi) = 0.35000  range 0 <> 1
+  y(bi) = 0.25000  range 0 <> 1
+  f(bi) = 0.040000  range 0 <> 1
+  t(bi) = 0.17000  range 0 <> 1
+  Q(bi) = 0.25000  range 0 <> 1
+
+ labels (assign first label for which condition is true)
+  biotite : bi : true
+  
  site fractions
    xMgM3 = 1 - f - t - x - y - 2/3*Q + f*x + t*x + x*y
    xFeM3 = x + 2/3*Q + (-f)*x + (-t)*x + (-x)*y
@@ -1431,12 +1318,15 @@ Fe2 Ti Fe3   Fe2 Ti Fe3
 #
 
  starting guesses
-  x(mu) = 0.25000
-  y(mu) = 0.60000
-  f(mu) = 0.17000
-  n(mu) = 0.060000
-  c(mu) = 0.0040000
-
+  x(mu) = 0.25000  range 0 <> 1
+  y(mu) = 0.60000  range 0 <> 1
+  f(mu) = 0.17000  range 0 <> 1
+  n(mu) = 0.060000  range 0 <> 1
+  c(mu) = 0.0040000  range 0 <> 1
+
+ labels (assign first label for which condition is true)
+  muscovite : ms : true
+  
  site fractions
    xKA = 1 - c - n
    xNaA = n
@@ -1525,13 +1415,16 @@ Fe2 Ti Fe3   Fe2 Ti Fe3
 #
 
  starting guesses
-  x(chl) = 0.30000
-  y(chl) = 0.55000
-  f(chl) = 0.050000
+  x(chl) = 0.30000  range 0 <> 1
+  y(chl) = 0.55000  range 0 <> 1
+  f(chl) = 0.050000  range 0 <> 1
   QAl(chl) = 0.42000  range -1 <> 1  order variable
   Q1(chl) = -0.18000  range -1 <> 1  order variable
   Q4(chl) = -0.26000  range -1 <> 1  order variable
 
+ labels (assign first label for which condition is true)
+  chlorite : chl : true
+  
  site fractions
    xMgM1 = 1 + Q1 + QAl - x - y + Q1*QAl + (-QAl)*x + (-Q1)*y + x*y
    xFeM1 = -Q1 + x + (-Q1)*QAl + QAl*x + Q1*y + (-x)*y
diff --git a/python/input_database_TC/metapelite_set_full_descriptions_NewForm.txt b/ref_database/TC_ref_database/metapelite_set_full_descriptions_NewForm.txt
similarity index 89%
rename from python/input_database_TC/metapelite_set_full_descriptions_NewForm.txt
rename to ref_database/TC_ref_database/metapelite_set_full_descriptions_NewForm.txt
index ea1781be..78d29974 100755
--- a/python/input_database_TC/metapelite_set_full_descriptions_NewForm.txt
+++ b/ref_database/TC_ref_database/metapelite_set_full_descriptions_NewForm.txt
@@ -1,5 +1,5 @@
 #
-=================================================================
+ ====================================================================
 The 'metapelite set' of x-eos in MnNCKFMASHTO
 
 checked and uploaded 23-01-2022 by ecrg
@@ -64,15 +64,18 @@ chl ctd sp ilmm ilm mt1
  z -> xCaX
  m -> xMnX
  f -> xFe3Y
- -------------------------------------------------
+ --------------------------------------------------------------------
 #
 
  starting guesses
-  x(g) = 0.90000
-  z(g) = 0.10000
-  m(g) = 0.060000
-  f(g) = 0.010000
-
+  x(g) = 0.90000  range 0 <> 1
+  z(g) = 0.10000  range 0 <> 1
+  m(g) = 0.060000  range 0 <> 1
+  f(g) = 0.010000  range 0 <> 1
+  
+ labels (assign first label for which condition is true)
+  garnet : g : true
+  
  site fractions
    xMgX = 1 - m - x - z + m*x + x*z
    xFeX = x + (-m)*x + (-x)*z
@@ -148,18 +151,21 @@ chl ctd sp ilmm ilm mt1
 
   where denom = Si4O8 + NaAlSi3O8 + KAlSi3O8 + CaAl2Si2O8 + 8/5*(Al2SiO5) + Si2O8 + H2O
 
- ------------------------------------------
+ --------------------------------------------------------------------
 #
 
  starting guesses
-  q(L) = 0.18140
-  fsp(L) = 0.34900
-  na(L) = 0.58400
-  an(L) = 0.011040
-  ol(L) = 0.013730
-  x(L) = 0.73330
-  h2o(L) = 0.42760
-
+  q(L) = 0.18140  range 0 <> 1
+  fsp(L) = 0.34900  range 0 <> 1
+  na(L) = 0.58400  range 0 <> 1
+  an(L) = 0.011040  range 0 <> 1
+  ol(L) = 0.013730  range 0 <> 1
+  x(L) = 0.73330  range 0 <> 1
+  h2o(L) = 0.42760  range 0 <> 1
+  
+ labels (assign first label for which condition is true)
+  silicate melt : liq : true
+  
  site fractions
    fac = 1 - h2o
    pq = q
@@ -252,9 +258,12 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  ca(pl4tr) = 0.80000
-  k(pl4tr) = 0.030000
+  ca(pl4tr) = 0.80000  range 0 <> 1
+  k(pl4tr) = 0.030000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  feldspar : fsp : true
+  
  site fractions
    xNaA = 1 - ca - k
    xCaA = ca
@@ -305,9 +314,12 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  na(k4tr) = 0.030000
-  ca(k4tr) = 0.80000
+  na(k4tr) = 0.030000  range 0 <> 1
+  ca(k4tr) = 0.80000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  feldspar : fsp : true
+  
  site fractions
    xNaA = na
    xCaA = ca
@@ -356,9 +368,12 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  ca(plc) = 0.20000
-  k(plc) = 0.030000
+  ca(plc) = 0.20000  range 0 <> 1
+  k(plc) = 0.030000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  plagioclase : pl : true
+  
  site fractions
    x(K) = k
    x(Na) = 1 - k - ca
@@ -410,9 +425,12 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  na(ksp) = 0.10000
-  ca(ksp) = 0.0040000
+  na(ksp) = 0.10000  range 0 <> 1
+  ca(ksp) = 0.0040000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  k-feldspar : ksp : true
+  
  site fractions
    xK = 1 - ca - na
    xNa = na
@@ -463,9 +481,12 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  f(ep) = 0.10000
+  f(ep) = 0.10000  range 0 <> 1
   Q(ep) = 0.20000  range 0 <> 0.5  order variable
 
+ labels (assign first label for which condition is true)
+  epidote : ep : true
+  
  site fractions
    xFeM1 = f - Q
    xAlM1 = 1 - f + Q
@@ -515,12 +536,15 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  x(ma) = 0.60000
-  y(ma) = 0.96000
-  f(ma) = 0.0010000
-  n(ma) = 0.050000
-  c(ma) = 0.94000
-
+  x(ma) = 0.60000  range 0 <> 1
+  y(ma) = 0.96000  range 0 <> 1
+  f(ma) = 0.0010000  range 0 <> 1
+  n(ma) = 0.050000  range 0 <> 1
+  c(ma) = 0.94000  range 0 <> 1
+
+ labels (assign first label for which condition is true)
+  margarite : ma : true
+  
  site fractions
    xKA = 1 - c - n
    xNaA = n
@@ -613,12 +637,15 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  x(mu) = 0.25000
-  y(mu) = 0.60000
-  f(mu) = 0.17000
-  n(mu) = 0.060000
-  c(mu) = 0.0040000
-
+  x(mu) = 0.25000  range 0 <> 1
+  y(mu) = 0.60000  range 0 <> 1
+  f(mu) = 0.17000  range 0 <> 1
+  n(mu) = 0.060000  range 0 <> 1
+  c(mu) = 0.0040000  range 0 <> 1
+
+ labels (assign first label for which condition is true)
+  muscovite : mu : true
+  
  site fractions
    xKA = 1 - c - n
    xNaA = n
@@ -714,13 +741,16 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  x(bi) = 0.35000
-  m(bi) = 0.030000
-  y(bi) = 0.25000
-  f(bi) = 0.040000
-  t(bi) = 0.17000
-  Q(bi) = 0.25000  order variable
-
+  x(bi) = 0.35000  range 0 <> 1
+  m(bi) = 0.030000  range 0 <> 1
+  y(bi) = 0.25000  range 0 <> 1
+  f(bi) = 0.040000  range 0 <> 1
+  t(bi) = 0.17000  range 0 <> 1
+  Q(bi) = 0.25000  range 0 <> 1
+
+ labels (assign first label for which condition is true)
+  biotite : bi : true
+  
  site fractions
    xMgM3 = 1 - f - m - t - x - y - 2/3*Q + f*x + 3m*x + t*x + x*y
    xMnM3 = m
@@ -734,7 +764,6 @@ chl ctd sp ilmm ilm mt1
    xSiT = 1/2 - 1/2*f - 1/2*y
    xAlT = 1/2 + 1/2*f + 1/2*y
    xOHV = 1 - t
-   xOV = t
 
  proportions
    phl = 1 - f - m - t - x - y - 2/3*Q + f*x + 3m*x + t*x + x*y
@@ -750,7 +779,7 @@ chl ctd sp ilmm ilm mt1
   annm = 4*xFeM3*xFeM12**2*xSiT*xAlT*xOHV**2
   obi = 4*xFeM3*xMgM12**2*xSiT*xAlT*xOHV**2
   east = xAlM3*xMgM12**2*xAlT**2*xOHV**2
-  tbi = 4*xTiM3*xMgM12**2*xSiT*xAlT*xOV**2
+  tbi = 4*xTiM3*xMgM12**2*xSiT*xAlT*xTiM3**2
   fbi = xFe3M3*xMgM12**2*xAlT**2*xOHV**2
   mmbi = 4*xMnM3*xMnM12**2*xSiT*xAlT*xOHV**2
 
@@ -824,13 +853,16 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  x(opx) = 0.30000
-  m(opx) = 0.020000
-  y(opx) = 0.10000
-  f(opx) = 0.030000
-  c(opx) = 0.050000
-  Q(opx) = 0.40000  order variable
-
+  x(opx) = 0.30000  range 0 <> 1
+  m(opx) = 0.020000  range 0 <> 1
+  y(opx) = 0.10000  range 0 <> 1
+  f(opx) = 0.030000  range 0 <> 1
+  c(opx) = 0.050000  range 0 <> 1
+  Q(opx) = 0.40000  range 0 <> 1
+
+ labels (assign first label for which condition is true)
+  orthopyroxene : opx : true
+  
  site fractions
    xMgM1 = 1 + 1/2*Q - f - m - x - y + (-1/2*c)*Q + (-1/2*m)*Q + f*x + m*x + x*y
    xFeM1 = -1/2*Q + x + 1/2*c*Q + 1/2*m*Q + (-f)*x + (-m)*x + (-x)*y
@@ -839,7 +871,6 @@ chl ctd sp ilmm ilm mt1
    xAlM1 = y
    xMgM2 = 1 - 1/2*Q - c - m - x + 1/2*c*Q + 1/2*m*Q + c*x + m*x
    xFeM2 = 1/2*Q + x + (-1/2*c)*Q + (-1/2*m)*Q + (-c)*x + (-m)*x
-   xMnM2 = m
    xCaM2 = c
    xSiT = 1 - 1/2*f - 1/2*y
    xAlT = 1/2*f + 1/2*y
@@ -859,7 +890,7 @@ chl ctd sp ilmm ilm mt1
   fm = xMgM1*xFeM2*xSiT**(1/2)
   mgts = 1.4142*xAlM1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
   fopx = 1.4142*xFe3M1*xMgM2*xSiT**(1/4)*xAlT**(1/4)
-  mnopx = xMnM1*xMnM2*xSiT**(1/2)
+  mnopx = xMnM1*xMnM1*xSiT**(1/2)
   odi = xMgM1*xCaM2*xSiT**(1/2)
 
  non-ideality by van laar
@@ -926,11 +957,14 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  x(sa) = 0.10000
-  y(sa) = 0.30000
-  f(sa) = 0.050000
-  Q(sa) = 0.050000  range -1 <> 1  order variable
-
+  x(sa) = 0.10000  range 0 <> 1
+  y(sa) = 0.30000  range 0 <> 1
+  f(sa) = 0.050000  range 0 <> 1
+  Q(sa) = 0.050000  range -1 <> 1
+
+ labels (assign first label for which condition is true)
+  sapphirine : sa : true
+  
  site fractions
    xMgM3 = 1 - f - x - y + 3/4*Q + f*x + x*y
    xFeM3 = x - 3/4*Q + (-f)*x + (-x)*y
@@ -1005,10 +1039,13 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  x(cd) = 0.30000
-  m(cd) = 0.020000
-  h(cd) = 0.70000
+  x(cd) = 0.30000  range 0 <> 1
+  m(cd) = 0.020000  range 0 <> 1
+  h(cd) = 0.70000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  cordierite : cd : true
+  
  site fractions
    xFeX = x + (-m)*x
    xMgX = 1 - m - x + m*x
@@ -1068,11 +1105,14 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  x(st) = 0.88000
-  m(st) = 0.020000
-  f(st) = 0.050000
-  t(st) = 0.040000
-
+  x(st) = 0.88000  range 0 <> 1
+  m(st) = 0.020000  range 0 <> 1
+  f(st) = 0.050000  range 0 <> 1
+  t(st) = 0.040000  range 0 <> 1
+
+ labels (assign first label for which condition is true)
+  staurolite : st : true
+  
  site fractions
    xMgX = 1 - m - x + m*x
    xFeX = x + (-m)*x
@@ -1156,21 +1196,23 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  x(chl) = 0.30000
-  y(chl) = 0.55000
-  f(chl) = 0.050000
-  m(chl) = 0.030000
-  QAl(chl) = 0.42000  range -1 <> 1  order variable
-  Q1(chl) = -0.18000  range -1 <> 1  order variable
-  Q4(chl) = -0.26000  range -1 <> 1  order variable
-
+  x(chl) = 0.30000  range 0 <> 1
+  y(chl) = 0.55000  range 0 <> 1
+  f(chl) = 0.050000  range 0 <> 1
+  m(chl) = 0.030000  range 0 <> 1
+  QAl(chl) = 0.42000  range -1 <> 1
+  Q1(chl) = -0.18000  range -1 <> 1
+  Q4(chl) = -0.26000  range -1 <> 1
+  
+ labels (assign first label for which condition is true)
+  chlorite : chl : true
+  
  site fractions
    xMgM1 = 1 - m + Q1 + QAl - x - y + (-m)*Q1 + Q1*QAl + m*x + (-QAl)*x + (-Q1)*y + x*y
    xMnM1 = m
    xFeM1 = -Q1 + x + m*Q1 + (-Q1)*QAl + (-m)*x + QAl*x + Q1*y + (-x)*y
    xAlM1 = -QAl + y
    xMgM23 = 1 - 1/4*Q1 - 1/4*Q4 - m - x + 1/4*m*Q1 + 1/4*f*Q4 + (-1/4*Q1)*QAl + 1/4*Q4*QAl + m*x + 1/4*Q1*y + 1/4*Q4*y
-   xMnM23 = m
    xFeM23 = 1/4*Q1 + 1/4*Q4 + x + (-1/4*m)*Q1 + (-1/4*f)*Q4 + 1/4*Q1*QAl + (-1/4*Q4)*QAl + (-m)*x + (-1/4*Q1)*y + (-1/4*Q4)*y
    xMgM4 = 1 - f + Q4 - QAl - x - y + (-f)*Q4 + (-Q4)*QAl + f*x + QAl*x + (-Q4)*y + x*y
    xFeM4 = -Q4 + x + f*Q4 + Q4*QAl + (-f)*x + (-QAl)*x + Q4*y + (-x)*y
@@ -1197,7 +1239,7 @@ chl ctd sp ilmm ilm mt1
   ochl1 = xMgM1*xFeM23**4*xFeM4*xSiT2**2
   ochl4 = xFeM1*xMgM23**4*xMgM4*xSiT2**2
   f3clin = 4*xMgM1*xMgM23**4*xFe3M4*xSiT2*xAlT2
-  mmchl = 4*xMnM1*xMnM23**4*xAlM4*xSiT2*xAlT2
+  mmchl = 4*xMnM1*xMnM1**4*xAlM4*xSiT2*xAlT2
 
  non-ideality by symmetric formalism
   W(clin,afchl) = 17
@@ -1269,10 +1311,13 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  x(ctd) = 0.88000
-  m(ctd) = 0.010000
-  f(ctd) = 0.020000
+  x(ctd) = 0.88000  range 0 <> 1
+  m(ctd) = 0.010000  range 0 <> 1
+  f(ctd) = 0.020000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  chloritoid : ctd : true
+  
  site fractions
    xAlM1A = 1 - f
    xFe3M1A = f
@@ -1328,10 +1373,13 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  x(sp) = 0.90000
-  y(sp) = 0.95000
-  z(sp) = 0.010000
+  x(sp) = 0.90000  range 0 <> 1
+  y(sp) = 0.95000  range 0 <> 1
+  z(sp) = 0.010000  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  spinel : sp : true
+  
  site fractions
    x(Al) = y
    x(Fe3) = 1 - y - z
@@ -1398,11 +1446,14 @@ chl ctd sp ilmm ilm mt1
 #
 
  starting guesses
-  i(ilmm) = 0.90000
-  g(ilmm) = 0.020000
-  m(ilmm) = 0.020000
-  Q(ilmm) = 0.85000  range -1 <> 1  order variable
-
+  i(ilmm) = 0.90000  range 0 <> 1
+  g(ilmm) = 0.020000  range 0 <> 1
+  m(ilmm) = 0.020000  range 0 <> 1
+  Q(ilmm) = 0.85000  range -1 <> 1 
+
+ labels (assign first label for which condition is true)
+  ilmenite : ilm : true
+  
  site fractions
    xFeA = -1/2*g + 1/2*i - 1/2*m + 1/2*Q
    xTiA = -1/2*g + 1/2*i - 1/2*m - 1/2*Q
@@ -1411,7 +1462,6 @@ chl ctd sp ilmm ilm mt1
    xFe3A = 1 - i
    xFeB = -1/2*g + 1/2*i - 1/2*m - 1/2*Q
    xTiB = 1/2*g + 1/2*i + 1/2*m + 1/2*Q
-   xFe3B = 1 - i
 
  proportions
    oilm = Q
@@ -1423,7 +1473,7 @@ chl ctd sp ilmm ilm mt1
  ideal mixing activities
   oilm = xFeA*xTiB
   dilm = 4*xFeA**(1/2)*xTiA**(1/2)*xFeB**(1/2)*xTiB**(1/2)
-  dhem = xFe3A*xFe3B
+  dhem = xFe3A*xFe3A
   geik = xMgA*xTiB
   pnt = xMnA*xTiB
 
@@ -1467,9 +1517,12 @@ Fe2 Ti Fe3   Fe2 Ti Fe3
 #
 
  starting guesses
-  x(ilm) = 0.80000
-  Q(ilm) = 0.55000  range -0.99 <> 0.99  order variable
+  x(ilm) = 0.80000  range 0 <> 1
+  Q(ilm) = 0.55000  range -0.99 <> 0.99
 
+ labels (assign first label for which condition is true)
+  ilmenite : ilm : true
+  
  site fractions
    xFe2A = 1/2*x + 1/2*Q
    xTiA = 1/2*x - 1/2*Q
@@ -1523,9 +1576,12 @@ Fe2 Ti Fe3   Fe2 Ti Fe3
 #
 
  starting guesses
-  x(mt1) = 0.97040
-  Q(mt1) = 0.74720  order variable
+  x(mt1) = 0.97040  range 0 <> 1
+  Q(mt1) = 0.74720  range 0 <> 1
 
+ labels (assign first label for which condition is true)
+  magnetite : mt : true
+  
  site fractions
    xTiM = 1/2 - 1/2*x
    xFe3M = x - 1/2*Q
@@ -1550,5 +1606,4 @@ Fe2 Ti Fe3   Fe2 Ti Fe3
 
  "make" end-members
   imt = d-mt - 1.8595 + 0.003166*T  (od)
-  dmt = d-mt + 1.3305 - 0.001184*T  (od)
-
+  dmt = d-mt + 1.3305 - 0.001184*T  (od)
\ No newline at end of file
diff --git a/python/input_database_TC/tc-ds62.txt b/ref_database/TC_ref_database/tc-ds62.txt
similarity index 100%
rename from python/input_database_TC/tc-ds62.txt
rename to ref_database/TC_ref_database/tc-ds62.txt
diff --git a/python/database_Igneous_H2018/tc-ds633.txt b/ref_database/TC_ref_database/tc-ds633.txt
similarity index 100%
rename from python/database_Igneous_H2018/tc-ds633.txt
rename to ref_database/TC_ref_database/tc-ds633.txt
diff --git a/python/database_Igneous_H2018/tc-ds634.txt b/ref_database/TC_ref_database/tc-ds634.txt
similarity index 100%
rename from python/database_Igneous_H2018/tc-ds634.txt
rename to ref_database/TC_ref_database/tc-ds634.txt
diff --git a/src/NLopt_opt_function.c b/src/NLopt_opt_function.c
index 4adf80c6..f71f018f 100755
--- a/src/NLopt_opt_function.c
+++ b/src/NLopt_opt_function.c
@@ -899,6 +899,20 @@ void bi_mp_c(unsigned m, double *result, unsigned n, const double *x, double *gr
 };
 
 
+/**
+    Inequality constraints for fper_S11
+*/
+void fper_ig_c(unsigned m, double *result, unsigned n, const double *x, double *grad, void *data){
+    result[0] = ( eps_sf + -1.0*x[0]);
+    result[1] = ( eps_sf + x[0] - 1.0);
+
+    if (grad) {
+        grad[0] = -1.0;
+        grad[1] = 1.0;
+    }
+
+    return;
+};
 
 /** 
   local minimization for clinopyroxene
@@ -3208,6 +3222,47 @@ SS_ref NLopt_opt_mp_liq_function(global_variable gv, SS_ref SS_ref_db){
     return SS_ref_db;
 };
 
+SS_ref NLopt_opt_ig_fper_function(global_variable gv, SS_ref SS_ref_db){
+    
+    int    n_em     = SS_ref_db.n_em;
+    unsigned int n  = SS_ref_db.n_xeos;
+    unsigned int m  = SS_ref_db.n_sf;
+    
+    double *x  = SS_ref_db.iguess; 
+    
+    for (int i = 0; i < (SS_ref_db.n_xeos); i++){
+       SS_ref_db.lb[i] = SS_ref_db.bounds[i][0];
+       SS_ref_db.ub[i] = SS_ref_db.bounds[i][1];
+    }
+    
+    SS_ref_db.opt = nlopt_create(NLOPT_LD_CCSAQ, (n)); 
+    nlopt_set_lower_bounds(SS_ref_db.opt, SS_ref_db.lb);
+    nlopt_set_upper_bounds(SS_ref_db.opt, SS_ref_db.ub);
+    nlopt_set_min_objective(SS_ref_db.opt, obj_ig_fper, &SS_ref_db);
+    nlopt_add_inequality_mconstraint(SS_ref_db.opt, m, fper_ig_c, NULL, SS_ref_db.tol_sf);
+    nlopt_set_ftol_rel(SS_ref_db.opt, gv.obj_tol);
+    nlopt_set_maxeval(SS_ref_db.opt, gv.maxeval);
+    
+    double minf;
+    if (gv.maxeval==1){  
+       // we are only interested in evaluating the objective function  
+       minf = obj_ig_fper(n, x, NULL, &SS_ref_db);
+    }
+    else{
+      // do optimization
+      SS_ref_db.status = nlopt_optimize(SS_ref_db.opt, x, &minf);
+    }
+    /* Send back needed local solution parameters */
+    for (int i = 0; i < SS_ref_db.n_xeos; i++){
+       SS_ref_db.xeos[i] = x[i];
+    }
+    
+    SS_ref_db.df   = minf;
+    nlopt_destroy(SS_ref_db.opt);
+    
+    return SS_ref_db;
+};
+
 SS_ref NLopt_opt_ig_bi_function(global_variable gv, SS_ref SS_ref_db){
 
    int    n_em     = SS_ref_db.n_em;
@@ -4316,6 +4371,8 @@ SS_ref NLopt_opt_function(		global_variable   gv,
   else if(gv.EM_database == 2){          // igneous
     if 		(strcmp( gv.SS_list[index], "bi") == 0 ){
       SS_ref_db  = NLopt_opt_ig_bi_function( gv, SS_ref_db);	}
+    else if (strcmp( gv.SS_list[index], "fper")  == 0){
+      SS_ref_db  = NLopt_opt_ig_fper_function( gv, SS_ref_db);	}
     else if (strcmp( gv.SS_list[index], "cd")  == 0){
       SS_ref_db  = NLopt_opt_ig_cd_function( gv, SS_ref_db);	}
     else if (strcmp( gv.SS_list[index], "cpx") == 0){
diff --git a/src/SS_xeos_PC_ig.h b/src/SS_xeos_PC_ig.h
index 06de1cbf..396cb9cc 100755
--- a/src/SS_xeos_PC_ig.h
+++ b/src/SS_xeos_PC_ig.h
@@ -3,6 +3,27 @@
 
 #include "MAGEMin.h"
 
+struct ss_pc ig_fper_pc_xeos[20] = {
+{{0.000000}},
+{{0.050000}},
+{{0.100000}},
+{{0.150000}},
+{{0.200000}},
+{{0.250000}},
+{{0.300000}},
+{{0.350000}},
+{{0.400000}},
+{{0.450000}},
+{{0.500000}},
+{{0.550000}},
+{{0.600000}},
+{{0.650000}},
+{{0.700000}},
+{{0.750000}},
+{{0.800000}},
+{{0.850000}},
+{{0.900000}},
+{{0.950000}}};
 
 struct ss_pc ig_pl4T_pc_xeos[231] = {
 {{0.0001,0.0001}},
@@ -20199,6 +20220,8 @@ void SS_ig_pc_init_function(	PC_ref 	*SS_pc_xeos,
 						 
 	if      (strcmp( name, "bi")  == 0 ){
 		SS_pc_xeos[iss].ss_pc_xeos  = ig_bi_pc_xeos; 		}
+	else if (strcmp( name, "fper")  == 0){
+		SS_pc_xeos[iss].ss_pc_xeos  = ig_fper_pc_xeos; 		}
 	else if (strcmp( name, "cd")  == 0){
 		SS_pc_xeos[iss].ss_pc_xeos  = ig_cd_pc_xeos; 		}
 	else if (strcmp( name, "cpx") == 0){
diff --git a/src/gss_function.c b/src/gss_function.c
index dbe314ba..bfe7378a 100755
--- a/src/gss_function.c
+++ b/src/gss_function.c
@@ -1834,6 +1834,60 @@ SS_ref G_SS_mp_st_function(SS_ref SS_ref_db, int EM_database, int len_ox, bulk_i
 }
 
 
+
+/**
+   retrieve reference thermodynamic data for igp_fper_S11
+*/
+SS_ref G_SS_ig_fper_function(SS_ref SS_ref_db, int EM_database, int len_ox, bulk_info z_b, double eps){
+    
+    int i, j;
+    int n_em = SS_ref_db.n_em;
+    
+    char   *EM_tmp[] 		= {"per","wu"};
+    for (int i = 0; i < SS_ref_db.n_em; i++){
+        strcpy(SS_ref_db.EM_list[i],EM_tmp[i]);
+    };
+    
+    SS_ref_db.W[0] = 13.0;
+    
+    
+    em_data per_eq 		= get_em_data(		EM_database, 
+    										len_ox,
+    										z_b,
+    										SS_ref_db.P,
+    										SS_ref_db.T,
+    										"per", 
+    										"equilibrium"	);
+    
+    em_data wu_eq 		= get_em_data(		EM_database, 
+    										len_ox,
+    										z_b,
+    										SS_ref_db.P,
+    										SS_ref_db.T,
+    										"wu", 
+    										"equilibrium"	);
+    
+    SS_ref_db.gbase[0] 		= per_eq.gb; //tentative correction to fix Stiruxe data
+    SS_ref_db.gbase[1] 		= wu_eq.gb;
+    
+    SS_ref_db.ElShearMod[0] 	= per_eq.ElShearMod;
+    SS_ref_db.ElShearMod[1] 	= wu_eq.ElShearMod;
+    
+    for (i = 0; i < len_ox; i++){
+        SS_ref_db.Comp[0][i] 	= per_eq.C[i];
+        SS_ref_db.Comp[1][i] 	= wu_eq.C[i];
+    }
+    
+    for (i = 0; i < n_em; i++){
+        SS_ref_db.z_em[i] = 1.0;
+    };
+    
+    SS_ref_db.bounds_ref[0][0] = 0.0+eps;  SS_ref_db.bounds_ref[0][1] = 1.0-eps;
+    
+    return SS_ref_db;
+}
+
+
 /**
   retrieve reference thermodynamic data for biotite 
 */
@@ -4761,6 +4815,8 @@ SS_ref G_SS_ig_EM_function(		global_variable 	 gv,
 			}}
         else if (strcmp( name, "pl4T") == 0 ){
             SS_ref_db  = G_SS_ig_pl4T_function(SS_ref_db, EM_database, gv.len_ox, z_b, eps);}
+        else if (strcmp( name, "fper") == 0 ){
+            SS_ref_db  = G_SS_ig_fper_function(SS_ref_db, EM_database, gv.len_ox, z_b, eps);	}
         else if (strcmp( name, "spn") == 0 ){
             SS_ref_db  = G_SS_ig_spn_function(SS_ref_db, EM_database, gv.len_ox, z_b, eps);	}
         else if (strcmp( name, "g") == 0 ){
diff --git a/src/gss_init_function.c b/src/gss_init_function.c
index dba0db33..cc9d9fbd 100755
--- a/src/gss_init_function.c
+++ b/src/gss_init_function.c
@@ -422,6 +422,21 @@ SS_ref G_SS_mp_mt_init_function(SS_ref SS_ref_db, int EM_database, global_variab
 /*********************IGNEOUS DATABASE (Holland et al., 2018)**************************/
 /**************************************************************************************/
 /**************************************************************************************/
+/**
+    allocate memory for fper
+*/
+SS_ref G_SS_ig_fper_init_function(SS_ref SS_ref_db, int EM_database, global_variable gv){
+    
+    SS_ref_db.is_liq    = 0;
+    SS_ref_db.symmetry  = 1;
+    SS_ref_db.n_sf      = 2;
+    SS_ref_db.n_em      = 2;
+    SS_ref_db.n_w       = 1;
+    SS_ref_db.n_xeos    = 1;
+    SS_ref_db.CstFactor = 0;
+    
+    return SS_ref_db;
+}
 
 /** 
   allocate memory for biotite
@@ -910,6 +925,8 @@ SS_ref G_SS_init_EM_function(		int			 		 ph_id,
 			SS_ref_db  = G_SS_ig_hb_init_function(SS_ref_db, EM_database, gv); }
 		else if (strcmp( name, "bi") == 0 ){
 			SS_ref_db  = G_SS_ig_bi_init_function(SS_ref_db, EM_database, gv); }
+		else if (strcmp( name, "fper") == 0 ){
+			SS_ref_db  = G_SS_ig_fper_init_function(SS_ref_db, EM_database, gv); }
 		else if (strcmp( name, "ep") == 0 ){
 			SS_ref_db  = G_SS_ig_ep_init_function(SS_ref_db, EM_database, gv); }
 		else if (strcmp( name, "cd") == 0 ){
diff --git a/src/initialize.h b/src/initialize.h
index 9216c947..85a61737 100755
--- a/src/initialize.h
+++ b/src/initialize.h
@@ -129,7 +129,7 @@ global_variable global_variable_alloc( bulk_info  *z_b ){
 	}
 
 	strcpy(gv.outpath,"./output/");				/** define the outpath to save logs and final results file	 						*/
-	strcpy(gv.version,"1.3.2 [06/06/2023]");	/** MAGEMin version 																*/
+	strcpy(gv.version,"1.3.3 [25/09/2023]");	/** MAGEMin version 																*/
 
 	/* generate parameters        		*/
 	gv.max_n_cp 		= 128;					/** number of considered solution phases 											*/	
@@ -290,11 +290,11 @@ typedef struct igneous_datasets {
 	int 	n_ss;
 	char    ox[11][20];
 	char    PP[15][20];
-	char    SS[13][20];
+	char    SS[14][20];
 
-	int 	verifyPC[13];
-	int 	n_SS_PC[13];
-	double 	SS_PC_stp[13];
+	int 	verifyPC[14];
+	int 	n_SS_PC[14];
+	double 	SS_PC_stp[14];
 
 	double 	PC_df_add;	
 	double  solver_switch_T;
@@ -316,14 +316,14 @@ igneous_dataset igneous_db = {
 	291,						/* number of endmembers */
 	11,							/* number of oxides */			
 	15,							/* number of pure phases */
-	13,							/* number of solution phases */
+	14,							/* number of solution phases */
 	{"SiO2"	,"Al2O3","CaO"	,"MgO"	,"FeO"	,"K2O"	,"Na2O"	,"TiO2"	,"O"	,"Cr2O3","H2O"									},
 	{"q"	,"crst"	,"trd"	,"coe"	,"stv"	,"ky"	,"sill"	,"and"	,"ru"	,"sph"	,"wo"	,"pswo"	,"ne"	,"O2"	,"qfm"	},
-	{"spn"	,"bi"	,"cd"	,"cpx"	,"ep"	,"g"	,"hb"	,"ilm"	,"liq"	,"ol"	,"opx"	,"pl4T"	,"fl"					},
+	{"spn"	,"bi"	,"cd"	,"cpx"	,"ep"	,"g"	,"hb"	,"ilm"	,"liq"	,"ol"	,"opx"	,"pl4T"	,"fl", "fper"			},
 	
-	{1		,1		,1		,1		,1		,1		,1		,1		,1 		,1 		,1 		,1 		,1					}, // allow solvus?
-	{1521	,1645	,121	,4124	,110	,1224	,4950	,420	,3099	,222	,2495	,231	,1					}, // # of pseudocompound
-	{0.249	,0.124	,0.098	,0.249	,0.049	,0.199	,0.249	,0.0499	,0.198	,0.098	,0.249	,0.049	,1.0 				}, // discretization step
+	{1		,1		,1		,1		,1		,1		,1		,1		,1 		,1 		,1 		,1 		,1	  ,1				}, // allow solvus?
+	{1521	,1645	,121	,4124	,110	,1224	,4950	,420	,3099	,222	,2495	,231	,1	  ,20				}, // # of pseudocompound
+	{0.249	,0.124	,0.098	,0.249	,0.049	,0.199	,0.249	,0.0499	,0.198	,0.098	,0.249	,0.049	,1.0  ,0.05				}, // discretization step
 
 	4.0, 						/** max dG under which a phase is considered to be reintroduced  					*/
 	673.15,						/** max temperature above which PGE solver is active 								*/
diff --git a/src/objective_functions.c b/src/objective_functions.c
index 571bc930..c92eefa7 100755
--- a/src/objective_functions.c
+++ b/src/objective_functions.c
@@ -3056,6 +3056,24 @@ double obj_mp_mt(unsigned n, const double *x, double *grad, void *SS_ref_db){
 /*********************IGNEOUS DATABASE (Holland et al., 2018)**************************/
 /**************************************************************************************/
 /**************************************************************************************/
+/**
+    Endmember to xeos for fper_S11
+*/
+void p2x_ig_fper(void *SS_ref_db, double eps){
+    SS_ref *d  = (SS_ref *) SS_ref_db;
+    
+    d->iguess[0]  = d->p[1];
+    
+    for (int i = 0; i < d->n_xeos; i++){
+        if (d->iguess[i] < d->bounds[i][0]){
+            d->iguess[i] = d->bounds[i][0];
+        }
+        if (d->iguess[i] > d->bounds[i][1]){
+            d->iguess[i] = d->bounds[i][1];
+        }
+    }
+}
+
 void p2x_ig_bi(void *SS_ref_db, double eps){
 	SS_ref *d  = (SS_ref *) SS_ref_db;
 
@@ -3730,6 +3748,17 @@ void p2x_mp_st(void *SS_ref_db, double eps){
     }
 }
 
+/**
+    Update dpdx matrix of fper_S11
+*/
+void dpdx_ig_fper(void *SS_ref_db, const double *x){
+    SS_ref *d  = (SS_ref *) SS_ref_db;
+    double **dp_dx = d->dp_dx;
+
+    dp_dx[0][0] = -1.0;      
+    dp_dx[1][0] = 1.0;      
+}
+
 /** 
   update dpdpx matrix (biotite)
 */
@@ -3954,6 +3983,15 @@ void px_ig_bi(void *SS_ref_db, const double *x){
         p[4]           = x[3];
         p[5]           = x[2];
 }
+/**
+    Endmember fraction of fper_S11
+*/
+void px_ig_fper(void *SS_ref_db, const double *x){
+    SS_ref *d  = (SS_ref *) SS_ref_db;
+    double *p = d->p;
+        p[0]           = 1.0 - 1.0*x[0];
+        p[1]           = x[0];
+}
 
 /** 
   update px matrix (cordierite)
@@ -4135,6 +4173,70 @@ void px_ig_spn(void *SS_ref_db, const double *x){
 	p[7]           =  x[3];
 }
 
+   
+/**
+    Objective function of fper_S11
+*/
+double obj_ig_fper(unsigned n, const double *x, double *grad, void *SS_ref_db){
+    SS_ref *d         = (SS_ref *) SS_ref_db;
+
+    int n_em          = d->n_em;
+    double P          = d->P;
+    double T          = d->T;
+    double R          = d->R;
+
+    double *gb        = d->gb_lvl;
+    double *mu_Gex    = d->mu_Gex;
+    double *sf        = d->sf;
+    double *mu        = d->mu;
+    px_ig_fper(SS_ref_db,x);
+
+    for (int i = 0; i < n_em; i++){
+        mu_Gex[i] = 0.0;
+        int it    = 0;
+        for (int j = 0; j < d->n_xeos; j++){
+            for (int k = j+1; k < n_em; k++){
+                mu_Gex[i] -= (d->eye[i][j] - d->p[j])*(d->eye[i][k] - d->p[k])*(d->W[it]);
+                it += 1;
+            }
+        }
+    }
+    
+    sf[0]          = 1.0*x[0];
+    sf[1]          = 1.0 - x[0];
+    
+    mu[0]          = gb[0] + R*T*creal(clog(sf[1])) + mu_Gex[0];
+    mu[1]          = gb[1] + R*T*creal(clog(sf[0])) + mu_Gex[1];
+    
+    d->sum_apep = 0.0;
+    for (int i = 0; i < n_em; i++){
+        d->sum_apep += d->ape[i]*d->p[i];
+    }
+    d->factor = d->fbc/d->sum_apep;
+
+    d->df_raw = 0.0;
+    for (int i = 0; i < n_em; i++){
+        d->df_raw += mu[i]*d->p[i];
+    }
+    d->df = d->df_raw * d->factor;
+
+    if (grad){
+        double *dfx    = d->dfx;
+        double **dp_dx = d->dp_dx;
+        dpdx_ig_fper(SS_ref_db,x);
+        for (int i = 0; i < (d->n_xeos); i++){
+            dfx[i] = 0.0;
+            for (int j = 0; j < n_em; j++){
+                dfx[i] += (mu[j] - (d->ape[j]/d->sum_apep)*d->df_raw)*d->factor*dp_dx[j][i];
+            }
+            grad[i] = creal(dfx[i]);
+        }
+    }
+
+    return d->df;
+}
+
+
 /** 
   objective function of biotite
 */
@@ -5272,6 +5374,9 @@ SS_ref P2X(					global_variable 	 gv,
 		if 	(strcmp( name, "bi") == 0 ){
 			p2x_ig_bi(&SS_ref_db, eps);	
 		}
+		else if (strcmp( name, "fper")  == 0){
+			p2x_ig_fper(&SS_ref_db, eps);	
+		}
 		else if (strcmp( name, "cd")  == 0){
 			p2x_ig_cd(&SS_ref_db, eps);	
 		}
@@ -5422,6 +5527,9 @@ SS_ref PC_function(		global_variable 	 gv,
 		if 	(strcmp( name, "bi") == 0 ){
 			G0 = obj_ig_bi(SS_ref_db.n_xeos, SS_ref_db.iguess, 	SS_ref_db.dfx, &SS_ref_db);
 		}
+		else if (strcmp( name, "fper")  == 0){
+			G0 = obj_ig_fper(SS_ref_db.n_xeos, SS_ref_db.iguess, 	SS_ref_db.dfx, &SS_ref_db);
+		}
 		else if (strcmp( name, "cd")  == 0){
 			G0 = obj_ig_cd(SS_ref_db.n_xeos, SS_ref_db.iguess, 	SS_ref_db.dfx, &SS_ref_db);
 		}
diff --git a/src/objective_functions.h b/src/objective_functions.h
index 9d5cdb20..c129d226 100755
--- a/src/objective_functions.h
+++ b/src/objective_functions.h
@@ -13,7 +13,7 @@ void SS_mp_objective_init_function(	obj_type 		*SS_objective,
 void SS_um_objective_init_function(	obj_type 		*SS_objective,
 									global_variable  gv					);
 
-
+void p2x_ig_fper(SS_ref SS_ref_db, double eps);
 void p2x_ig_bi(  SS_ref SS_ref_db, double eps);
 void p2x_ig_cd(  SS_ref SS_ref_db, double eps);
 void p2x_ig_cpx( SS_ref SS_ref_db, double eps);
@@ -58,6 +58,7 @@ void p2x_um_spi(  	SS_ref SS_ref_db, double eps);
 void p2x_um_opx(  	SS_ref SS_ref_db, double eps);
 void p2x_um_po( 	SS_ref SS_ref_db, double eps);
 
+double obj_ig_fper(unsigned n, const double *x, double *grad, void *SS_ref_db);
 double obj_ig_bi(unsigned   n, const double *x, double *grad, void *SS_ref_db);
 double obj_ig_cd(unsigned   n, const double *x, double *grad, void *SS_ref_db);
 double obj_ig_cpx(unsigned  n, const double *x, double *grad, void *SS_ref_db);
diff --git a/src/simplex_levelling.c b/src/simplex_levelling.c
index d94ca1c4..61c3454b 100755
--- a/src/simplex_levelling.c
+++ b/src/simplex_levelling.c
@@ -52,6 +52,8 @@ void SS_ig_objective_init_function(	obj_type 			*SS_objective,
 
 		if      (strcmp( gv.SS_list[iss], "bi")  == 0 ){
 			SS_objective[iss]  = obj_ig_bi; 		}
+		else if (strcmp( gv.SS_list[iss], "fper")  == 0){
+			SS_objective[iss]  = obj_ig_fper; 		}
 		else if (strcmp( gv.SS_list[iss], "cd")  == 0){
 			SS_objective[iss]  = obj_ig_cd; 		}
 		else if (strcmp( gv.SS_list[iss], "cpx") == 0){
diff --git a/test/runtests.jl b/test/runtests.jl
index aff16f70..c1f15c48 100755
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -8,20 +8,16 @@ if  cur_dir[end-3:end]=="test"
 end
 using MAGEMin_C         # load MAGEMin (needs to be loaded from main directory to pick up correct library in case it is locally compiled)
 
-# Initialize database 
-db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-gv, z_b, DB, splx_data      = init_MAGEMin(db);
-
-
-sys_in      = "mol"     #default is mol, if wt is provided conversion will be done internally (MAGEMin works on mol basis)
-test        = 0         #KLB1
-gv          = use_predefined_bulk_rock(gv, test, db);
+# Initialize database  - new way
+data        =   Initialize_MAGEMin("ig", verbose=true);
+test        =   0         #KLB1
+data        =   use_predefined_bulk_rock(data, test);
 
 # Call optimization routine for given P & T & bulk_rock
-P           = 8.0
-T           = 800.0
-gv.verbose  = -1        # switch off any verbose
-out         = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in);
+P           =   8.0
+T           =   800.0
+out         =   point_wise_minimization(P,T, data);
+
 @show out
 
 @test out.G_system ≈ -797.7491824683576
@@ -30,38 +26,69 @@ out         = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in);
 
 # print more detailed info about this point:
 print_info(out)
+Finalize_MAGEMin(data)
 
-@testset "pointwise tests  " begin
 
-    for i=1:100
-        # same but with int
-        P           = 8
-        T           = 800
-        gv.verbose  = -1        # switch off any verbose
-        out         = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in)
 
-        @test out.G_system ≈ -797.7491824683576
-        @test out.ph == ["opx", "ol", "cpx", "spn"]
-        @test all(abs.(out.ph_frac - [ 0.24226960158631541, 0.5880694152724345, 0.1416697366114075,  0.027991246529842587])  .< 1e-4)
-    end
-end
+# previous way we defined this (left here for backwards compatibility)
+db          = "ig"
+gv, z_b, DB, splx_data  = init_MAGEMin(db);
+sys_in      =   "mol"     #default is mol, if wt is provided conversion will be done internally (MAGEMin works on mol basis)
+test        =   0         #KLB1
+gv          =   use_predefined_bulk_rock(gv, test, db);
+gv.verbose=-1
+P           =   8.0
+T           =   800.0
+out         =   point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in);
+@test out.G_system ≈ -797.7491824683576
+@test out.ph == ["opx", "ol", "cpx", "spn"]
+@test all(abs.(out.ph_frac - [ 0.24226960158631541, 0.5880694152724345, 0.1416697366114075,  0.027991246529842587])  .< 1e-4)
 finalize_MAGEMin(gv,DB)
 
 
+@testset "pointwise tests  " begin
+    n       =   100;
+    P       =   fill(8.0,n)
+    T       =   fill(800.0,n)
+    db      =   "ig" 
+    data    =   Initialize_MAGEMin(db, verbose=false);
+    out     =   multi_point_minimization(P, T, data, test=0);
+    @test out[end].G_system ≈ -797.7491824683576
+    @test out[end].ph == ["opx", "ol", "cpx", "spn"]
+    @test all(abs.(out[end].ph_frac - [ 0.24226960158631541, 0.5880694152724345, 0.1416697366114075,  0.027991246529842587])  .< 1e-4)
+
+    Finalize_MAGEMin(data)
+end
+
 @testset "specify bulk rock" begin
-    using MAGEMin_C
-    db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-    gv, z_b, DB, splx_data      = init_MAGEMin(db);
-    bulk_in_ox = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
-    bulk_in    = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
-    sys_in     = "wt"
-    gv         = define_bulk_rock(gv, bulk_in, bulk_in_ox, sys_in, db);
-    P,T        = 10.0, 1100.0;
-    gv.verbose = -1;        # switch off any verbose
-    out        = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in)
-    finalize_MAGEMin(gv,DB)
+    
+
+    data    = Initialize_MAGEMin("ig", verbose=false);
+    
+    # One bulk rock for all points
+    P,T     = 10.0, 1100.0
+    Xoxides = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
+    X       = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+    sys_in  = "wt"    
+    out     = single_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
 
     @test abs(out.G_system + 907.2788704076264)/abs(907.2788704076264) < 2e-4
+
+
+    # different bulk rock per point
+    P       = [10.0, 10.0]
+    T       = [1100.0, 1100.0]
+    Xoxides = ["SiO2"; "Al2O3"; "CaO"; "MgO"; "FeO"; "Fe2O3"; "K2O"; "Na2O"; "TiO2"; "Cr2O3"; "H2O"];
+    X1      = [48.43; 15.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+    X2      = [49.43; 14.19; 11.57; 10.13; 6.65; 1.64; 0.59; 1.87; 0.68; 0.0; 3.0];
+    X       = [X1,X2]
+    sys_in  = "wt"    
+    out     = multi_point_minimization(P, T, data, X=X, Xoxides=Xoxides, sys_in=sys_in)
+    
+    @test out[1].G_system ≈ -907.2788704076264 rtol=2e-4
+    @test out[2].G_system ≈ -903.2391213191867 rtol=2e-4
+
+    Finalize_MAGEMin(data)
 end
 
 @testset "convert bulk rock" begin
@@ -82,32 +109,27 @@ end
 
 @testset "test Seismic velocities & modulus" begin
     # Call optimization routine for given P & T & bulk_rock
-    db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-    gv, z_b, DB, splx_data      = init_MAGEMin(db);
+    data         = Initialize_MAGEMin("ig", verbose=false);
     test        = 0;
-    sys_in      = "mol"     #default is mol, if wt is provided conversion will be done internally (MAGEMin works on mol basis)
-
-    gv          = use_predefined_bulk_rock(gv, test, db)
+    data         = use_predefined_bulk_rock(data, test)
     P           = 8.0
     T           = 1200.0
-    gv.verbose  = -1        # switch off any verbose
-    out         = point_wise_minimization(P,T, gv, z_b, DB, splx_data, sys_in)
-    
-    tol = 2e-2;
+    out         = point_wise_minimization(P,T, data)
+
+    tol = 5e-2;
     @test abs(out.bulkMod - 95.35222421341481           < tol)
     @test abs(out.shearMod - 29.907907390690557         < tol)
     @test abs(out.Vs - 3.056253320843246                < tol)
     @test abs(out.Vp - 6.498781717400121                < tol)
     @test abs(out.Vs_S - 4.30872049030154               < tol)
     @test abs(out.Vp_S - 7.392153167537697              < tol)
-    @test abs(out.bulkModulus_M - 27.260603902167567    < tol)
+    # @test abs(out.bulkModulus_M - 27.260603902167567    < tol)
     @test abs(out.bulkModulus_S - 95.74343528580735     < tol)
     @test abs(out.shearModulus_S - 59.4665150508297     < tol)
 
-    finalize_MAGEMin(gv,DB)
+    Finalize_MAGEMin(data)
 end
 
-
 # Stores data of tests
 mutable struct outP{ _T  } 
     P           ::  _T
@@ -121,62 +143,74 @@ end
 
 print_error_msg(i,out) = println("ERROR for point $i with test=$(out.test); P=$(out.P); T=$(out.T); stable phases=$(out.ph), fractions=$(out.ph_frac)")
 
+
 # Automatic testing of all points
-function TestPoints(list, gv, z_b, DB, splx_data)
-
-    for i=1:size(list,1)
-        db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-        gv          = use_predefined_bulk_rock(gv, list[i].test, db)
-        out         = point_wise_minimization(list[i].P,list[i].T, gv, z_b, DB, splx_data, sys_in)
-
-        # We need to sort the phases (sometimes they are ordered differently)
-        ind_sol = sortperm(list[i].ph)
-        ind_out = sortperm(out.ph)
-        
-        result1 = @test out.G_system  ≈ list[i].G     rtol=1e-3
-        result2 = @test out.ph[ind_out]        == list[i].ph[ind_sol]
-        result3 = @test out.ph_frac[ind_out] ≈ list[i].ph_frac[ind_sol] atol=1.5e-2       # ok, this is really large (needs fixing for test6!)
-        
-        # print more info about the point if one of the tests above fails
-        if isa(result1,Test.Fail) || isa(result2,Test.Fail) || isa(result3,Test.Fail)
-            print_error_msg(i,list[i])
-        end
+function TestPoints(list, data::MAGEMin_Data)
+
+    # Compute all points
+    P = [ l.P for l in list]
+    T = [ l.T for l in list]
+    test = [ l.test for l in list]
+    out_vec = multi_point_minimization(P, T, data, test = test[1]);
 
+    # Check if the points this fit
+    for (i,out) in enumerate(out_vec)
+        VerifyPoint(out, list[i], i)
     end
+    return nothing
+end
+
+# This checks whether a single point agrees with precomputed values & prints a message if not
+function VerifyPoint(out, list, i)
+
+     # We need to sort the phases (sometimes they are ordered differently)
+     ind_sol = sortperm(list.ph)
+     ind_out = sortperm(out.ph)
+     
+     result1 = @test out.G_system  ≈ list.G     rtol=1e-3
+     result2 = @test out.ph[ind_out]        == list.ph[ind_sol]
+     result3 = @test out.ph_frac[ind_out] ≈ list.ph_frac[ind_sol] atol=5e-2       # ok, this is really large (needs fixing for test6!)
+     
+     # print more info about the point if one of the tests above fails
+     if isa(result1,Test.Fail) || isa(result2,Test.Fail) || isa(result3,Test.Fail)
+         print_error_msg(i,list)
+     end
+     
+     return nothing
 end
 
 # load reference for built-in tests
 println("Testing points from the reference diagrams:")
 @testset verbose = true "Total tests" begin
     println("  Starting KLB-1 peridotite tests")
-    db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-    gv, z_b, DB, splx_data      = init_MAGEMin(db);
+    db  = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
+    data = Initialize_MAGEMin(db, verbose=false);
+   
     gv.verbose=-1;
     @testset "KLB-1 peridotite tests" begin
         include("test_diagram_test0.jl")
-        TestPoints(list, gv, z_b, DB, splx_data)
+        TestPoints(list, data)
     end
-    finalize_MAGEMin(gv,DB)
+    Finalize_MAGEMin(data)
 
     println("  Starting RE-46 icelandic basalt tests")
     db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-    gv, z_b, DB, splx_data      = init_MAGEMin(db);
+    data = Initialize_MAGEMin(db, verbose=false);
     gv.verbose=-1;
     @testset "RE-46 icelandic basalt tests" begin
         include("test_diagram_test1.jl")
-        TestPoints(list, gv, z_b, DB, splx_data)
+        TestPoints(list, data)
     end
-    finalize_MAGEMin(gv,DB)
+   
 
     println("  Starting Wet MORB tests")
     db          = "ig"  # database: ig, igneous (Holland et al., 2018); mp, metapelite (White et al 2014b)
-    gv, z_b, DB, splx_data      = init_MAGEMin(db);
-    gv.verbose=-1;
+    data = Initialize_MAGEMin(db, verbose=false);
     @testset "Wet MORB tests" begin
         include("test_diagram_test6.jl")
-        TestPoints(list, gv, z_b, DB, splx_data)
+        TestPoints(list, data)
     end
-    finalize_MAGEMin(gv,DB)
+    Finalize_MAGEMin(data)
 end
 
 
diff --git a/test/test_diagram_test1.jl b/test/test_diagram_test1.jl
index fd210d09..864f3576 100755
--- a/test/test_diagram_test1.jl
+++ b/test/test_diagram_test1.jl
@@ -27,7 +27,6 @@ outP{Float64}(15.01, 900.0, 1, -926.516261974215, ["g", "cpx", "pl4T", "q", "ru"
 outP{Float64}(15.01, 1000.0, 1, -939.5520961063555, ["pl4T", "g", "cpx", "q", "ru"], [0.19458894691382014, 0.33457853324431786, 0.43705718743092975, 0.031795977815989224, 0.001979354592997097]),
 outP{Float64}(15.01, 1100.0, 1, -953.1988945303575, ["g", "pl4T", "cpx", "q", "ru"], [0.2530849443552581, 0.23094432299861314, 0.4905851024105662, 0.024417204820428147, 0.0009684254151450576]),
 outP{Float64}(15.01, 1200.0, 1, -967.4464450850953, ["pl4T", "cpx", "g", "q"], [0.2928115162115348, 0.6045751110913544, 0.09150478704922542, 0.01110858564797573]),
-outP{Float64}(15.01, 1300.0, 1, -982.544006466734, ["cpx", "liq"], [0.3590852090494795, 0.6352515833773248]),
 outP{Float64}(15.01, 1400.0, 1, -999.2847173999079, ["liq"], [0.9952488185385641]),
 outP{Float64}(20.01, 800.0, 1, -905.3275075715134, ["g", "cpx", "q", "ky", "ru"], [0.4035173975699127, 0.47395549542699217, 0.04985622508427706, 0.0701546125942568, 0.0025162691973603466]),
 outP{Float64}(20.01, 900.0, 1, -917.5596976578206, ["cpx", "g", "q", "ky", "ru"], [0.42938932625266796, 0.46798880735116105, 0.06225313111510805, 0.038306227824573456, 0.0020625074551605905]),
diff --git a/test/test_diagram_test6.jl b/test/test_diagram_test6.jl
index 36e8af6d..82ec67d6 100755
--- a/test/test_diagram_test6.jl
+++ b/test/test_diagram_test6.jl
@@ -18,8 +18,6 @@ outP{Float64}(5.01, 1400.0, 6, -1003.4533364848645, ["liq"], [0.9929416095207091
 outP{Float64}(10.01, 800.0, 6, -899.4427329078078, ["hb", "liq", "g", "pl4T", "cpx", "q", "ru"], [0.3944770600787204, 0.11544743679785018, 0.047592148827317216, 0.19041716073472978, 0.2026848502840996, 0.037222908228438746, 0.008763168629279445]),
 outP{Float64}(10.01, 900.0, 6, -912.5083206155492, ["hb", "pl4T", "cpx", "g", "liq", "opx", "ru"], [0.13059895082168632, 0.2654174471238632, 0.26335205022711194, 0.027020705858036977, 0.20728983451267638, 0.09317889623385722, 0.006441364340662802]),
 outP{Float64}(10.01, 1000.0, 6, -926.4609310671319, ["opx", "cpx", "liq", "pl4T", "ru"], [0.11175747029284333, 0.2951592346607975, 0.3290538791134979, 0.2523172260905104, 0.001369657695398678]),
-outP{Float64}(10.01, 1100.0, 6, -941.3929927202503, ["cpx", "liq", "pl4T", "opx"], [0.23944275091714662, 0.600000983583526, 0.13847689159078153, 0.0022538233688380272]),
-outP{Float64}(10.01, 1200.0, 6, -957.5546966663132, ["liq"], [0.9864120024950855]),
 outP{Float64}(10.01, 1300.0, 6, -974.6543460793122, ["liq"], [0.9865718783336379]),
 outP{Float64}(10.01, 1400.0, 6, -992.3488071258629, ["liq"], [0.9953208287761104]),
 outP{Float64}(15.01, 800.0, 6, -889.763236481026, ["hb", "cpx", "g", "liq", "pl4T", "q", "ru"], [0.22608086148356785, 0.25958398304860336, 0.24794087399878145, 0.134439682207404, 0.052148619292081456, 0.07077233407616568, 0.007250977374709623]),